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This is the best Udemy Python for Data Science and Machine Learning Bootcamp coupon code discount for 2025.

So if you’re interested in Jose Portilla’s “Python for Data Science and Machine Learning Bootcamp” course, which will help you increase your Development skills, get your discount on this Udemy online course up above while it’s still available. (The coupon code will be instantly applied.)

Python for Data Science and Machine Learning Bootcamp review for 2025

In our review of this course, we try to help you answer all of your most important questions about Python for Data Science and Machine Learning Bootcamp as quickly and efficiently as possible, so that you can determine whether this online education training is worth your time and money.

Feel free to jump to whatever question you want answered the most.

Here’s what you’ll learn:

Why use PFDSAMLB as an abbreviation of the course name?

During our Python for Data Science and Machine Learning Bootcamp course review, you might sometimes see us refer to it as PFDSAMLB for the following 2 reasons:

1. We created the acronym by taking the first letter of every word (which was very ingenious and innovative, we know)
2. We’re lazy and PFDSAMLB is simpler and easier for reviewing purposes

The full course name is 53 characters long, including blanks, while PFDSAMLB is 8 characters long.

You do the math.

Okay, we’ll do the math. We’re saving 45 characters every time we use PFDSAMLB.

So, just a heads up that we’ll be using this abbreviation sometimes, so you’re not left scratching your head and wondering what the heck we’re talking about whenever we refer to PFDSAMLB throughout the remainder of this review.

Is the Python for Data Science and Machine Learning Bootcamp course for you?

To determine whether Jose Portilla’s Udemy course is a good fit for you or not, ask yourself the following questions down below.

The more you answer “yes” to each question, the more likely it is that you’ll like this course.

Can you understand what Jose Portilla’s course is about in 30 seconds or less?

Hopefully, you can easily grasp in 10 seconds or less what this online course is about simply by taking a look at the title that Jose Portilla chose for the course, “Python for Data Science and Machine Learning Bootcamp”, as well as its subtitle: “Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!”.

This combo of title and subtitle should be enough to communicate the purpose of the training if Jose Portilla is a good, clear communicator (which, of course, you want in a teacher).

In our opinion, if you still don’t know what PFDSAMLB is about after looking at these two things, then this is a red flag, and you might be better off not taking this class.

Among other things, it means Jose Portilla hasn’t clearly and accurately conveyed what the course is about and might not be the best teacher for you.

For similar reasons, it’s important that you’re able to clearly understand what Python for Data Science and Machine Learning Bootcamp is all about from the first few lines of the course description.

So take just a few seconds to read the opening lines down below and see what you think of them. 

Opening lines of Jose Portilla’s official description of PFDSAMLB

Are you ready to start your path to becoming a Data Scientist!

This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world’s most interesting problems!

(Read more about this course on the official course page.)

Does PFDSAMLB pass the 30 Seconds Test?

You can read a lot more about Python for Data Science and Machine Learning Bootcamp on the official course page on Udemy, but the point is this: are the title, subtitle, and just the first few lines of the description enough to help you understand what the course is about?

If so, Jose Portilla has done a good job and can be considered more trustworthy and a good communicator, which are important qualities for any teacher.

And, if not, maybe you’re better off looking at other Development classes that are more clearly defined and more tailored to your specific interests.

Did Python for Data Science and Machine Learning Bootcamp appeal to you in 30 seconds or less?

Now that you’ve done the 30 Second Test with PFDSAMLB above, what is your gut reaction to this Development course with only the basic information of its title, subtitle, and the first few opening lines of its official course summary?

Did Jose Portilla do a good job conveying its subject matter, and did it immediately get your attention and appeal to you?

If so, Jose Portilla’s online course is certainly worth considering some more.

But if not, perhaps it’s in your best interest to consider some other Development courses instead, because clear communication and being able to hook and maintain your interest are two very important qualities for your online learning success.

Does Jose Portilla sound like a course instructor you’d like to learn from?

You’ve already learned how to use The 30 Second Test to make a quick evaluation of whether the PFDSAMLB course is worth taking.

We have a similar 15 Second Bio Test where you read only the first few lines of an instructor’s background — in this case, Jose Portilla’s background — and then you make a quick, snap judgment as to whether you think the instructor would be ideal for you.

There is no right or wrong answer. It’s just about going with your gut instinct. What might appeal to one potential student might alienate another, and vice versa.

(FYI, all Udemy instructors, including Jose Portilla, have a Udemy profile on their course page, so you can easily check for a bio and background on the Udemy website that way. We’re only including the first few lines of the bio down below for The 15 Second Bio Test).

Opening lines from Jose Portilla’s Udemy bio

Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and over 3 years experience as a teaching assistant for various engineering classes. He has publications and patents in various fields such as microfluidics and materials science. Over the course of his career he has developed a skill set in analyzing data, specifically using Python and a variety of modules and libraries. He hopes to use his experience in teaching and data science to help other people learn the power of the Python programming language and its ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for a start-up and provides in-person data science and python training courses to a variety of companies, including top banks such as Credit Suisse. Feel free to contact him on LinkedIn for more information on in-person training sessions.

(Learn more about this instructor on the official course page.)

What did you think about Jose Portilla after reading just the first few lines of the bio above?

After reading just the first few lines about Jose Portilla, did it make you more or less interested in taking the PFDSAMLB course?

And did it make you feel like Jose Portilla was more or less credible and qualified to teach Python for Data Science and Machine Learning Bootcamp?

Finally, overall, did you feel like you’d receive the proper training from the instructor of this Development course?

As always, we encourage you to listen to your gut instinct, which is different for every student.

Are the PFDSAMLB lessons clear, specific, and organized well?

Part of the (good) problem with Udemy’s online courses, such as the Python for Data Science and Machine Learning Bootcamp course, is that the instructors are constantly updating them, including adding and renaming lessons.

So it makes no sense whatsoever for us to list out all the modules and lessons in the PFDSAMLB course here, because you can just as easily go to the Udemy course page and get all the up to date course structure as of right now.

We do, however, have some tips about reviewing Jose Portilla’s course structure, so that you can get a better sense of whether this program is worth your time or not.

In a nutshell, you want to scan the the titles of the different sections and lessons of the course, and verify that they are clearly relevant to the course’s name, Python for Data Science and Machine Learning Bootcamp, as well as the course’s subtitle, Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!.

If the section names and lessons are clear, specific, and relevant, then it’s a good sign that PFDSAMLB is potentially a good, useful course for you, and you can have more confidence in Jose Portilla’s teaching abilities and lesson planning.

On the other hand, if the module names are confusing, vague, or irrelevant, then this is a red flag, which might indicate that the program is worth skipping.

Have you taken some free lessons from Jose Portilla that you enjoyed?

Have you already learned something from Jose Portilla that you valued or enjoyed?

For example, does the Python for Data Science and Machine Learning Bootcamp training have some free lessons that you can try? (Almost all Udemy instructors will give you at least one or two lessons for free to help you make a better, more informed decision before enrolling in their course.)

But if you weren’t able to get any PFDSAMLB lessons for free, have you perhaps watched a YouTube video by Jose Portilla, or perhaps come across this instructor’s thoughts on Quora, Facebook, LinkedIn, Github, Reddit, or some other platform?

Or have you perhaps even taken one of Jose Portilla’s free courses or free webinars? (Many online teachers offer these freebies, which is a great way to get to know them and evaluate their teaching methods before buying one of their courses.)

In any case, the more familiar you are with Jose Portilla’s teaching methods, and the more you enjoy them, the more likely it is that Python for Data Science and Machine Learning Bootcamp will be a good fit for you.

(P.S.: We strongly encourage you to seek out some free instruction from Jose Portilla before purchasing this course, since it’s one of the best ways to determine whether PFDSAMLB will be helpful for you.)

Are “Python for Data Science and Machine Learning Bootcamp” reviews generally positive?

On the bottom of the PFDSAMLB page, you can read student reviews of the class.

Prior to August 21, 2025, there were 253,565 students enrolled, 85,597 reviews / ratings, and it was overall rated 4.6 out of 5.

Obviously, the more highly other students rate PFDSAMLB the better, but no matter what, keep an open mind when reading the reviews, since you might still like a course a great deal that other students dislike.

After all, everyone’s got their own opinion.

We recommend that you spend only a couple minutes scanning the PFDSAMLB reviews to get an overall sense of them. You don’t have to read each one!

Is Jose Portilla responsive to student questions in the PFDSAMLB training?

You can see what other students have to say about this in their PFDSAMLB reviews.

But, our simple all time favorite way of gauging an instructor’s responsiveness is to simply email the instructor and see if or how they respond.

In this case, Udemy has a messaging system for students / anyone who has an account, and you can send Jose Portilla a message through this system quite easily, even if you haven’t bought PFDSAMLB yet.

For example, you could say, “Hi, and I came across PFDSAMLB while looking at Development courses on Udemy. If I enroll in your training, would you mind if I asked you any questions along the way?”

If you use this approach, the response (or lack of response) from the professor will tell you everything.

Obviously, the quicker the response the better!

Are you comfortable going through the lessons in Python for Data Science and Machine Learning Bootcamp on your own, online?

This is a big one, because Python for Data Science and Machine Learning Bootcamp is an online course as opposed to a course that you physically take in a classroom.

Of course, you will need a good internet connection to have access to the course material and lessons, but beyond that, you also have to be comfortable being self motivated to some degree, being on your own, and not having any physical interaction with any of the other students taking Python for Data Science and Machine Learning Bootcamp.

Yes, you will be able to interact with the students and the teacher, Jose Portilla, online, but it’s a different kind of experience than what you’d get if you were interacting with them in person.

This is not a big deal to most people, but it might be something for you to consider if you feel like you do better taking classes in person rather than learning online.

Do the pros / benefits of PFDSAMLB make it worth your time?

Ideally, if you’ve gone through the evaluation steps above, you have a list of positive things about the Python for Data Science and Machine Learning Bootcamp training that looks something like this:

• The purpose of PFDSAMLB can be clearly grasped and understood, and its lesson structure is clear, specific, and well organized
• Jose Portilla is well qualified to teach this subject matter, has good teaching abilities, and is responsive to student questions
• Other PFDSAMLB students have great things to say about the program

Other benefits include:

• You get to go through PFDSAMLB at your own pace
• You join a community of 253,565 other students taking the course
• You get lifetime access to the training
• All updates to the training are free
• You have a 30 day money back guarantee

Even if there are some things that you don’t like about the program, so what?

The question is simply this: do you think that PFDSAMLB would be worth your time, even if there are some things that could be better about it?

Can you comfortably afford PFDSAMLB?

Can you comfortably afford the cost of Python for Data Science and Machine Learning Bootcamp?

This is an important question to answer, because even if you think PFDSAMLB sounds like the greatest online class in the world, it’s still not worth taking if you can’t comfortably afford it!

Before August 21, 2025, the price was $14.99 before any Udemy discount, and you were able to pay with a credit card.

Keep in mind that this is a Udemy online course, and there’s a great chance that you can get a solid discount on PFDSAMLB with Udemy coupons / promo codes, especially with the strategies we provide for helping you find the best, most popular coupons available.

We’ll cover that in greater detail in the next section, because at the end of the day, its important that you can learn whatever you want to learn without getting into a lot of credit card debt.

How can you maximize your discount on Python for Data Science and Machine Learning Bootcamp?

By far, the easiest way to get the best and biggest discount on this course is to use the Python for Data Science and Machine Learning Bootcamp discount code link at the top of this page.

It will instantly give you the best coupon code we could find for Jose Portilla’s online training.

We don’t believe there’s a bigger discount than the one we provided, but if for some reason you’d like to try find one, you can use the methods below to hunt for the best PFDSAMLB course coupons and promo codes you can find.

FYI, the methods below will help you not just with getting PFDSAMLB for a better price, but also with any other Jose Portilla Udemy course that you’d like to get for cheaper.

How can Google help you get a PFDSAMLB discount?

To use this method, do a Google search for the PFDSAMLB training, but in your search query, be sure to add words like coupon code, promo code, deal, sale, discount, and Udemy.

For example, you might do a search for “Udemy Python for Data Science and Machine Learning Bootcamp promo code” or “Python for Data Science and Machine Learning Bootcamp udemy coupon codes” and see what turns up.

Similarly, you can use the same combination of search terms with Jose Portilla’s name and see what happens.

For example, you might do a Google search for “Jose Portilla Udemy coupons” or “Jose Portilla course coupon codes” and see if that helps you.

However, in general, it’s far more powerful to do a search for deals and coupon codes with the actual training’s name, than with the instructor’s name.

So in this case, for example, prioritize searches for “Python for Data Science and Machine Learning Bootcamp coupons” rather than “Jose Portilla coupons”.

How can a Udemy sale get you PFDSAMLB for cheaper?

Every once in while, Udemy will do a sitewide sale where they offer all (or almost all) their courses at a discounted price. For example, one of the best sales is where every course is only $10 or $9.99.

So, if you’re interested in saving as much money as possible, you could wait and see if you can get PFDSAMLB for this cheaper Udemy sale price one day.

The problem is that these sales only occur sporadically, so you might be waiting for a while. Also, if Jose Portilla decides not to participate in the site wide sale, then you won’t get a discount on PFDSAMLB, even though you could get a great discount on almost any other class at Udemy!

To understand this, think of there as being two different coupon categories for the PFDSAMLB course. Category one is an official Udemy coupon (which instructors can opt out of), while category two is a coupon offered directly by the instructor.

At the end of the day, it doesn’t matter what kind of a coupon tag you’re dealing with (for example, “officially from Udemy” or “officially from the instructor”), as long as long as as you’re dealing with active coupons that get you a better price.

How can you get a PFDSAMLB discount from Jose Portilla?

If you’re really serious about getting “Python for Data Science and Machine Learning Bootcamp” for the cheapest price possible, then perhaps one of the most powerful things you can do is get a coupon code straight from Jose Portilla, instead of waiting for a Udemy sale.

To do this, you can use either the direct approach or an indirect approach to try to get your discount.

With the direct approach, the big idea is to simply get Jose Portilla’s contact info in some way or another (whether it’s email, or Twitter, or whatever else).

Then you send a message saying something like “I’m interested in enrolling in Python for Data Science and Machine Learning Bootcamp. Do you happen to currently have an active coupon code for it that I could use?” (And then, hopefully, you’ll get a reply with your discount code.)

On the other hand, with the indirect approach, you join Jose Portilla’s mailing list, if you can find it, and then you hope that at some time PFDSAMLB will be promoted to you at a discount.

By far, the more powerful approach is the direct approach, because it tends to get results faster. But you can experiment with the indirect approach and see if it works for you.

Can you get PFDSAMLB for free?

Of course, the best possible price for the PFDSAMLB training is free! As in, you pay no money whatsoever.

And guess what? Sometimes Udemy instructors provide coupon codes that enable students to take their courses for free. So, perhaps it’s possible that Jose Portilla has done this.

Basically, if you’re trying to get this program for free, you will want to search for the course’s name along with other words like free coupon, or 100 off coupon.

For example, you might do a google search for “Python for Data Science and Machine Learning Bootcamp free coupon” or “Python for Data Science and Machine Learning Bootcamp 100 off coupon” and see what happens.

But keep this in mind: often, Udemy teachers will offer a free coupon for their course when it first opens to get some publicity and reviews. And then, after a few days, they’ll make the coupon expired.

So even Jose Portilla has offered free coupons for PFDSAMLB in the past, the odds are likely they will all be currently expired. This is a common pattern that we have found.

What about a PFDSAMLB free download?

It’s important to understand that there’s a difference between getting full access to the PFDSAMLB training for free legally with a free coupon code vs. finding a way to download PFDSAMLB illegally.

If you really want to go the download route, you can do a google search for something like “Python for Data Science and Machine Learning Bootcamp download”.

And if that doesn’t get you the results you want, you can add the word “free” to your search.

For example, perhaps you could do a google search for “Python for Data Science and Machine Learning Bootcamp free download”.

However, even if you get some results from these searches, we do not recommend that you take this course of action.

First of all, there are some shady sites out there that could be trying to infect your computer.

Second, Jose Portilla created this course and deserves monetary compensation for it.

And third, if you go the free download route, you’ll be missing out on a lot of value, because you won’t be able to ask the instructor questions or interact with the other 253,565 students enrolled in the program.

Can you get a refund on Python for Data Science and Machine Learning Bootcamp if you don’t like it?

Let’s say that you used our tips above, and you were able to buy the PFDSAMLB training at a fantastic discounted price. So at this point, you’re super excited.

Then, you actually dive into Jose Portilla’s course, and you discover that it just isn’t for you for whatever reason.

And now you’re super bummed, because you feel like it wasn’t money well spent.

Well, guess what?

Udemy offers a rock solid 30 day money back guarantee on all their courses, so you can get a refund on PFDSAMLB no matter what. And this means there is absolutely no risk.

Indeed, even if you left a super negative, critical review on the PFDSAMLB training, and then asked for your money back, you’d get a refund. For better or worse, there’s nothing Jose Portilla could do about it, since it is simply Udemy policy.

To sum it up: yes, you can get a full refund, so at the end of the day, don’t worry about the possibility of purchasing PFDSAMLB and not liking it, since you can always get your money back.

What is OCP’s overall rating of Python for Data Science and Machine Learning Bootcamp?

During this PFDSAMLB review, you’ve learned about some of the unusual ways we like to evaluate courses, such as with The 30 Second Test and The 15 Second Bio Test.

So our overall review process is perhaps a little unusual and different from other reviews out there. Keep this in mind when you consider the overall rating / score that we have given this course.

Anyway, after taking a look at the PFDSAMLB training, the instructor, Jose Portilla, and reading what other students have said about this program, we give it an overall rating of 4.9 out of 5.

Ultimately, though, what matters most is what you would rate it based on the same criteria.

What are some potential alternatives to Python for Data Science and Machine Learning Bootcamp?

If you like this course, you might also be interested in:

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Taught by Rob Percival, Web Developer And Teacher

2. Apple Watch Programming for iOS Developers – WatchOS 3 Apps

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Taught by Nick Walter, Mobile Developer for Android and iOS

3. Ionic 1: From Web to Mobile

Future Proof Yourself. Turn your existing web development knowledge into mobile development super powers with Ionic

Taught by Asim Hussain, Full Stack Web & Mobile Developer

4. The Python Bible™ | Everything You Need to Program in Python

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Taught by Ziyad Yehia, Friendly University Lecturer with a Project-based Approach

5. The Ultimate iOS 10, Xcode 8 Developer course. Build 30 apps

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Taught by Mammoth Interactive, Best selling course provider since 2011!

TLDR: Just the quick facts about PFDSAMLB

Okay, if all of this was Too Long Didn’t Read for you, here is the Cliff’s Notes version of what PFDSAMLB’s online training is all about:

PFDSAMLB coupon & course info

Course Name: Python for Data Science and Machine Learning Bootcamp

Subtitle: Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!

Instructor: Taught by Jose Portilla

Category: Development

Subcategory: Programming Languages

Provided by: Udemy

Price: $14.99 (before discount)

Free coupon code: Get Udemy coupon code discount at top of page (no charge for coupon, especially since we are compensated for referrals via affiliate marketing)

PFDSAMLB review info & popularity

Prior to August 21, 2025…

Students: 253,565 students enrolled

Ratings: 85,597 reviews

Rank: ranked #71e in Udemy Development Courses in Udemy Development Courses

Rankings tip: rankings change all the time, so even if Python for Data Science and Machine Learning Bootcamp is a bestseller or one of the top Udemy courses one year, it doesn’t mean it will be a top Udemy course the next year

PFDSAMLB final details

Languages: English

Skill level: All Levels

Lectures: 165 lectures lectures lessons

Duration: 25 total hours hours of video

What you get: Use Python for Data Science and Machine Learning

Target audience: This course is meant for people with at least some programming experience

Requirements: Some programming experience

Access: Lifetime access

Peace of mind: 30 day money back guarantee

Availability: available online, as well as on iOS and Android

Download options: check course to see if you can download lessons

Get Discount

This is the best Udemy Python for Time Series Data Analysis coupon code discount for 2025.

So if you’re interested in Jose Portilla’s “Python for Time Series Data Analysis” course, which will help you increase your Development skills, get your discount on this Udemy online course up above while it’s still available. (The coupon code will be instantly applied.)

Python for Time Series Data Analysis review for 2025

In our review of this course, we try to help you answer all of your most important questions about Python for Time Series Data Analysis as quickly and efficiently as possible, so that you can determine whether this online education training is worth your time and money.

Feel free to jump to whatever question you want answered the most.

Here’s what you’ll learn:

Why use PFTSDA as an abbreviation of the course name?

During our Python for Time Series Data Analysis course review, you might sometimes see us refer to it as PFTSDA for the following 2 reasons:

1. We created the acronym by taking the first letter of every word (which was very ingenious and innovative, we know)
2. We’re lazy and PFTSDA is simpler and easier for reviewing purposes

The full course name is 36 characters long, including blanks, while PFTSDA is 6 characters long.

You do the math.

Okay, we’ll do the math. We’re saving 30 characters every time we use PFTSDA.

So, just a heads up that we’ll be using this abbreviation sometimes, so you’re not left scratching your head and wondering what the heck we’re talking about whenever we refer to PFTSDA throughout the remainder of this review.

Is the Python for Time Series Data Analysis course for you?

To determine whether Jose Portilla’s Udemy course is a good fit for you or not, ask yourself the following questions down below.

The more you answer “yes” to each question, the more likely it is that you’ll like this course.

Can you understand what Jose Portilla’s course is about in 30 seconds or less?

Hopefully, you can easily grasp in 10 seconds or less what this online course is about simply by taking a look at the title that Jose Portilla chose for the course, “Python for Time Series Data Analysis”, as well as its subtitle: “Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!”.

This combo of title and subtitle should be enough to communicate the purpose of the training if Jose Portilla is a good, clear communicator (which, of course, you want in a teacher).

In our opinion, if you still don’t know what PFTSDA is about after looking at these two things, then this is a red flag, and you might be better off not taking this class.

Among other things, it means Jose Portilla hasn’t clearly and accurately conveyed what the course is about and might not be the best teacher for you.

For similar reasons, it’s important that you’re able to clearly understand what Python for Time Series Data Analysis is all about from the first few lines of the course description.

So take just a few seconds to read the opening lines down below and see what you think of them. 

Opening lines of Jose Portilla’s official description of PFTSDA

Welcome to the best online resource for learning how to use the Python programming Language for Time Series Analysis!

This course will teach you everything you need to know to use Python for forecasting time series data to predict new future data points.

We’ll start off with the basics by teaching you how to work with and manipulate data using the NumPy and Pandas libraries with Python. Then we’ll dive deeper into working with Pandas by learning about visualizations with the Pandas library and how to work with time stamped data with Pandas and Python.

(Read more about this course on the official course page.)

Does PFTSDA pass the 30 Seconds Test?

You can read a lot more about Python for Time Series Data Analysis on the official course page on Udemy, but the point is this: are the title, subtitle, and just the first few lines of the description enough to help you understand what the course is about?

If so, Jose Portilla has done a good job and can be considered more trustworthy and a good communicator, which are important qualities for any teacher.

And, if not, maybe you’re better off looking at other Development classes that are more clearly defined and more tailored to your specific interests.

Did Python for Time Series Data Analysis appeal to you in 30 seconds or less?

Now that you’ve done the 30 Second Test with PFTSDA above, what is your gut reaction to this Development course with only the basic information of its title, subtitle, and the first few opening lines of its official course summary?

Did Jose Portilla do a good job conveying its subject matter, and did it immediately get your attention and appeal to you?

If so, Jose Portilla’s online course is certainly worth considering some more.

But if not, perhaps it’s in your best interest to consider some other Development courses instead, because clear communication and being able to hook and maintain your interest are two very important qualities for your online learning success.

Does Jose Portilla sound like a course instructor you’d like to learn from?

You’ve already learned how to use The 30 Second Test to make a quick evaluation of whether the PFTSDA course is worth taking.

We have a similar 15 Second Bio Test where you read only the first few lines of an instructor’s background — in this case, Jose Portilla’s background — and then you make a quick, snap judgment as to whether you think the instructor would be ideal for you.

There is no right or wrong answer. It’s just about going with your gut instinct. What might appeal to one potential student might alienate another, and vice versa.

(FYI, all Udemy instructors, including Jose Portilla, have a Udemy profile on their course page, so you can easily check for a bio and background on the Udemy website that way. We’re only including the first few lines of the bio down below for The 15 Second Bio Test).

Opening lines from Jose Portilla’s Udemy bio

Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science and programming. He has publications and patents in various fields such as microfluidics, materials science, and data science technologies. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Data Inc. and provides in-person data science and python programming training courses to employees working at top companies, including General Electric, Cigna, The New York Times, Credit Suisse, McKinsey and many more. Feel free to contact him on LinkedIn for more information on in-person training sessions or group training sessions in Las Vegas, NV.

What did you think about Jose Portilla after reading just the first few lines of the bio above?

After reading just the first few lines about Jose Portilla, did it make you more or less interested in taking the PFTSDA course?

And did it make you feel like Jose Portilla was more or less credible and qualified to teach Python for Time Series Data Analysis?

Finally, overall, did you feel like you’d receive the proper training from the instructor of this Development course?

As always, we encourage you to listen to your gut instinct, which is different for every student.

Are the PFTSDA lessons clear, specific, and organized well?

Part of the (good) problem with Udemy’s online courses, such as the Python for Time Series Data Analysis course, is that the instructors are constantly updating them, including adding and renaming lessons.

So it makes no sense whatsoever for us to list out all the modules and lessons in the PFTSDA course here, because you can just as easily go to the Udemy course page and get all the up to date course structure as of right now.

We do, however, have some tips about reviewing Jose Portilla’s course structure, so that you can get a better sense of whether this program is worth your time or not.

In a nutshell, you want to scan the the titles of the different sections and lessons of the course, and verify that they are clearly relevant to the course’s name, Python for Time Series Data Analysis, as well as the course’s subtitle, Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!.

If the section names and lessons are clear, specific, and relevant, then it’s a good sign that PFTSDA is potentially a good, useful course for you, and you can have more confidence in Jose Portilla’s teaching abilities and lesson planning.

On the other hand, if the module names are confusing, vague, or irrelevant, then this is a red flag, which might indicate that the program is worth skipping.

Have you taken some free lessons from Jose Portilla that you enjoyed?

Have you already learned something from Jose Portilla that you valued or enjoyed?

For example, does the Python for Time Series Data Analysis training have some free lessons that you can try? (Almost all Udemy instructors will give you at least one or two lessons for free to help you make a better, more informed decision before enrolling in their course.)

But if you weren’t able to get any PFTSDA lessons for free, have you perhaps watched a YouTube video by Jose Portilla, or perhaps come across this instructor’s thoughts on Quora, Facebook, LinkedIn, Github, Reddit, or some other platform?

Or have you perhaps even taken one of Jose Portilla’s free courses or free webinars? (Many online teachers offer these freebies, which is a great way to get to know them and evaluate their teaching methods before buying one of their courses.)

In any case, the more familiar you are with Jose Portilla’s teaching methods, and the more you enjoy them, the more likely it is that Python for Time Series Data Analysis will be a good fit for you.

(P.S.: We strongly encourage you to seek out some free instruction from Jose Portilla before purchasing this course, since it’s one of the best ways to determine whether PFTSDA will be helpful for you.)

Are “Python for Time Series Data Analysis” reviews generally positive?

On the bottom of the PFTSDA page, you can read student reviews of the class.

Prior to August 21, 2025, there were 18,615 students enrolled, 3,593 reviews / ratings, and it was overall rated 4.6 out of 5.

Obviously, the more highly other students rate PFTSDA the better, but no matter what, keep an open mind when reading the reviews, since you might still like a course a great deal that other students dislike.

After all, everyone’s got their own opinion.

We recommend that you spend only a couple minutes scanning the PFTSDA reviews to get an overall sense of them. You don’t have to read each one!

Is Jose Portilla responsive to student questions in the PFTSDA training?

You can see what other students have to say about this in their PFTSDA reviews.

But, our simple all time favorite way of gauging an instructor’s responsiveness is to simply email the instructor and see if or how they respond.

In this case, Udemy has a messaging system for students / anyone who has an account, and you can send Jose Portilla a message through this system quite easily, even if you haven’t bought PFTSDA yet.

For example, you could say, “Hi, and I came across PFTSDA while looking at Development courses on Udemy. If I enroll in your training, would you mind if I asked you any questions along the way?”

If you use this approach, the response (or lack of response) from the professor will tell you everything.

Obviously, the quicker the response the better!

Are you comfortable going through the lessons in Python for Time Series Data Analysis on your own, online?

This is a big one, because Python for Time Series Data Analysis is an online course as opposed to a course that you physically take in a classroom.

Of course, you will need a good internet connection to have access to the course material and lessons, but beyond that, you also have to be comfortable being self motivated to some degree, being on your own, and not having any physical interaction with any of the other students taking Python for Time Series Data Analysis.

Yes, you will be able to interact with the students and the teacher, Jose Portilla, online, but it’s a different kind of experience than what you’d get if you were interacting with them in person.

This is not a big deal to most people, but it might be something for you to consider if you feel like you do better taking classes in person rather than learning online.

Do the pros / benefits of PFTSDA make it worth your time?

Ideally, if you’ve gone through the evaluation steps above, you have a list of positive things about the Python for Time Series Data Analysis training that looks something like this:

• The purpose of PFTSDA can be clearly grasped and understood, and its lesson structure is clear, specific, and well organized
• Jose Portilla is well qualified to teach this subject matter, has good teaching abilities, and is responsive to student questions
• Other PFTSDA students have great things to say about the program

Other benefits include:

• You get to go through PFTSDA at your own pace
• You join a community of 18,615 other students taking the course
• You get lifetime access to the training
• All updates to the training are free
• You have a 30 day money back guarantee

Even if there are some things that you don’t like about the program, so what?

The question is simply this: do you think that PFTSDA would be worth your time, even if there are some things that could be better about it?

Can you comfortably afford PFTSDA?

Can you comfortably afford the cost of Python for Time Series Data Analysis?

This is an important question to answer, because even if you think PFTSDA sounds like the greatest online class in the world, it’s still not worth taking if you can’t comfortably afford it!

Before August 21, 2025, the price was $15.99 before any Udemy discount, and you were able to pay with a credit card.

Keep in mind that this is a Udemy online course, and there’s a great chance that you can get a solid discount on PFTSDA with Udemy coupons / promo codes, especially with the strategies we provide for helping you find the best, most popular coupons available.

We’ll cover that in greater detail in the next section, because at the end of the day, its important that you can learn whatever you want to learn without getting into a lot of credit card debt.

How can you maximize your discount on Python for Time Series Data Analysis?

By far, the easiest way to get the best and biggest discount on this course is to use the Python for Time Series Data Analysis discount code link at the top of this page.

It will instantly give you the best coupon code we could find for Jose Portilla’s online training.

We don’t believe there’s a bigger discount than the one we provided, but if for some reason you’d like to try find one, you can use the methods below to hunt for the best PFTSDA course coupons and promo codes you can find.

FYI, the methods below will help you not just with getting PFTSDA for a better price, but also with any other Jose Portilla Udemy course that you’d like to get for cheaper.

How can Google help you get a PFTSDA discount?

To use this method, do a Google search for the PFTSDA training, but in your search query, be sure to add words like coupon code, promo code, deal, sale, discount, and Udemy.

For example, you might do a search for “Udemy Python for Time Series Data Analysis promo code” or “Python for Time Series Data Analysis udemy coupon codes” and see what turns up.

Similarly, you can use the same combination of search terms with Jose Portilla’s name and see what happens.

For example, you might do a Google search for “Jose Portilla Udemy coupons” or “Jose Portilla course coupon codes” and see if that helps you.

However, in general, it’s far more powerful to do a search for deals and coupon codes with the actual training’s name, than with the instructor’s name.

So in this case, for example, prioritize searches for “Python for Time Series Data Analysis coupons” rather than “Jose Portilla coupons”.

How can a Udemy sale get you PFTSDA for cheaper?

Every once in while, Udemy will do a sitewide sale where they offer all (or almost all) their courses at a discounted price. For example, one of the best sales is where every course is only $10 or $9.99.

So, if you’re interested in saving as much money as possible, you could wait and see if you can get PFTSDA for this cheaper Udemy sale price one day.

The problem is that these sales only occur sporadically, so you might be waiting for a while. Also, if Jose Portilla decides not to participate in the site wide sale, then you won’t get a discount on PFTSDA, even though you could get a great discount on almost any other class at Udemy!

To understand this, think of there as being two different coupon categories for the PFTSDA course. Category one is an official Udemy coupon (which instructors can opt out of), while category two is a coupon offered directly by the instructor.

At the end of the day, it doesn’t matter what kind of a coupon tag you’re dealing with (for example, “officially from Udemy” or “officially from the instructor”), as long as long as as you’re dealing with active coupons that get you a better price.

How can you get a PFTSDA discount from Jose Portilla?

If you’re really serious about getting “Python for Time Series Data Analysis” for the cheapest price possible, then perhaps one of the most powerful things you can do is get a coupon code straight from Jose Portilla, instead of waiting for a Udemy sale.

To do this, you can use either the direct approach or an indirect approach to try to get your discount.

With the direct approach, the big idea is to simply get Jose Portilla’s contact info in some way or another (whether it’s email, or Twitter, or whatever else).

Then you send a message saying something like “I’m interested in enrolling in Python for Time Series Data Analysis. Do you happen to currently have an active coupon code for it that I could use?” (And then, hopefully, you’ll get a reply with your discount code.)

On the other hand, with the indirect approach, you join Jose Portilla’s mailing list, if you can find it, and then you hope that at some time PFTSDA will be promoted to you at a discount.

By far, the more powerful approach is the direct approach, because it tends to get results faster. But you can experiment with the indirect approach and see if it works for you.

Can you get PFTSDA for free?

Of course, the best possible price for the PFTSDA training is free! As in, you pay no money whatsoever.

And guess what? Sometimes Udemy instructors provide coupon codes that enable students to take their courses for free. So, perhaps it’s possible that Jose Portilla has done this.

Basically, if you’re trying to get this program for free, you will want to search for the course’s name along with other words like free coupon, or 100 off coupon.

For example, you might do a google search for “Python for Time Series Data Analysis free coupon” or “Python for Time Series Data Analysis 100 off coupon” and see what happens.

But keep this in mind: often, Udemy teachers will offer a free coupon for their course when it first opens to get some publicity and reviews. And then, after a few days, they’ll make the coupon expired.

So even Jose Portilla has offered free coupons for PFTSDA in the past, the odds are likely they will all be currently expired. This is a common pattern that we have found.

What about a PFTSDA free download?

It’s important to understand that there’s a difference between getting full access to the PFTSDA training for free legally with a free coupon code vs. finding a way to download PFTSDA illegally.

If you really want to go the download route, you can do a google search for something like “Python for Time Series Data Analysis download”.

And if that doesn’t get you the results you want, you can add the word “free” to your search.

For example, perhaps you could do a google search for “Python for Time Series Data Analysis free download”.

However, even if you get some results from these searches, we do not recommend that you take this course of action.

First of all, there are some shady sites out there that could be trying to infect your computer.

Second, Jose Portilla created this course and deserves monetary compensation for it.

And third, if you go the free download route, you’ll be missing out on a lot of value, because you won’t be able to ask the instructor questions or interact with the other 18,615 students enrolled in the program.

Can you get a refund on Python for Time Series Data Analysis if you don’t like it?

Let’s say that you used our tips above, and you were able to buy the PFTSDA training at a fantastic discounted price. So at this point, you’re super excited.

Then, you actually dive into Jose Portilla’s course, and you discover that it just isn’t for you for whatever reason.

And now you’re super bummed, because you feel like it wasn’t money well spent.

Well, guess what?

Udemy offers a rock solid 30 day money back guarantee on all their courses, so you can get a refund on PFTSDA no matter what. And this means there is absolutely no risk.

Indeed, even if you left a super negative, critical review on the PFTSDA training, and then asked for your money back, you’d get a refund. For better or worse, there’s nothing Jose Portilla could do about it, since it is simply Udemy policy.

To sum it up: yes, you can get a full refund, so at the end of the day, don’t worry about the possibility of purchasing PFTSDA and not liking it, since you can always get your money back.

What is OCP’s overall rating of Python for Time Series Data Analysis?

During this PFTSDA review, you’ve learned about some of the unusual ways we like to evaluate courses, such as with The 30 Second Test and The 15 Second Bio Test.

So our overall review process is perhaps a little unusual and different from other reviews out there. Keep this in mind when you consider the overall rating / score that we have given this course.

Anyway, after taking a look at the PFTSDA training, the instructor, Jose Portilla, and reading what other students have said about this program, we give it an overall rating of 4.8 out of 5.

Ultimately, though, what matters most is what you would rate it based on the same criteria.

What are some potential alternatives to Python for Time Series Data Analysis?

If you like this course, you might also be interested in:

1. UIPath RPA Tutorial – Zero To Advanced RPA UIPath Developer

Start your RPA Journey from Zero to Hero with UIPath

Taught by Shahansha Shaik

2. Finance 101: Financial Skills for the Real World

Understand and Learn How to Apply the Core Principles of Finance In a Couple of Hours

Taught by 365 Careers

3. Excel, Fin Analysis, Valuation and Financial Modeling 2019

Learn Excel for Finance, Financial Analysis, DCF and Relative Valuation and Financial Modeling from scratch.

Taught by Institute of Investment Banking

4. An Introduction to Reliability Engineering

A Study of Why Things Fail and How to Measure and Improve their Useful Life

Taught by Ray Harkins

5. The Complete Google Ads Masterclass (Former Google AdWords)

Learn Google Ads (Former Google AdWords) to Get More Traffic, Leads & Sales to Grow Your Business & Career.

Taught by Robin & Jesper

TLDR: Just the quick facts about PFTSDA

Okay, if all of this was Too Long Didn’t Read for you, here is the Cliff’s Notes version of what PFTSDA’s online training is all about:

PFTSDA coupon & course info

Course Name: Python for Time Series Data Analysis

Subtitle: Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!

Instructor: Taught by Jose Portilla

Category: Development

Subcategory: Programming Languages

Provided by: Udemy

Price: $15.99 (before discount)

Free coupon code: Get Udemy coupon code discount at top of page (no charge for coupon, especially since we are compensated for referrals via affiliate marketing)

PFTSDA review info & popularity

Prior to August 21, 2025…

Students: 18,615 students enrolled

Ratings: 3,593 reviews

Rank: ranked #422 in Udemy Development Courses

Rankings tip: rankings change all the time, so even if Python for Time Series Data Analysis is a bestseller or one of the top Udemy courses one year, it doesn’t mean it will be a top Udemy course the next year

PFTSDA final details

Languages: English

Skill level: Intermediate

Lectures: 95 lectures lectures lessons

Duration: 15.5 total hours hours of video

What you get: Pandas for Data Manipulation

Target audience: Python Developers interested in learning how to forecast time series data

Requirements: General Python Skills (knowledge up to functions)

Access: Lifetime access

Peace of mind: 30 day money back guarantee

Availability: available online, as well as on iOS and Android

Download options: check course to see if you can download lessons