What customers say
The 'Getting Started With Python for Quant Finance' course by Jason receives overwhelmingly positive feedback from participants, making it a must-try for anyone interested in quantitative finance and Python. Many testimonials highlight the course's structured approach that effectively combines practical coding with real-world finance applications. Students appreciate the wealth of resources provided, including well-prepared Jupyter notebooks that increase their coding and analytical skills. Jason's guidance and the supportive community are frequently mentioned as key factors in enhancing the learning experience. Participants feel more confident about their abilities to automate trading and build viable strategies, with a clear emphasis on achieving results quickly. While a minority expressed the desire for more in-depth coverage on specific topics, the overall sentiment underscores that this course is an invaluable investment for beginners and experienced developers alike. Whether you’re just starting or looking to deepen your knowledge, this course promises substantial benefits and a transformative learning experience.
Review highlights
Comprehensive contentSupportive communityGreat value for moneyPractical applicationEffective resourcesClear guidanceBuilds confidenceFlexible learningMVP mindset emphasized
Joe
The best course ever in Quant Trading. Every concept & detail are well illustrated by Python Jupyter Notebook that make newbie like me easy to grip the knowledge and put it to work
Joe
The best course ever in Quant Trading. Every concept & detail are well illustrated by Python Jupyter Notebook that make newbie like me easy to grip the knowledge and put it to work
Feb 7, 2026
Feb 7, 2026
GT
Gustavo Rincon Toro
This is simply the best course I've ever taken.
GT
Gustavo Rincon Toro
This is simply the best course I've ever taken.
Dec 13, 2025
Dec 13, 2025
Y
YT
The course is great. Very easy to understand.
Y
YT
The course is great. Very easy to understand.
Oct 15, 2025
Oct 15, 2025
CK
Christian Klawunder
Thank you, Jason. As a non-programmer, coding has always been daunting. Your course, unlike countless YouTube videos, is focused and professionally applies Python to quant finance without overwhelming. I came away feeling confident and armed with the tools needed to systematically approach the markets. Also, the trading strategies introduced are real, which to me was an added bonus. Thank you!
CK
Christian Klawunder
Thank you, Jason. As a non-programmer, coding has always been daunting. Your course, unlike countless YouTube videos, is focused and professionally applies Python to quant finance without overwhelming. I came away feeling confident and armed with the tools needed to systematically approach the markets. Also, the trading strategies introduced are real, which to me was an added bonus. Thank you!
Jul 17, 2025
Jul 17, 2025
MH
Mitchell Horton
This course is really well put together. With the knowledge gained via curated lessons, plenty of notebooks of usable code and even a few strategies to play around with, I feel I've fast tracked by quant finance journey significantly. Watching how a professional like Jason focuses on statistical testing over optimising returns has been the biggest take away.
MH
Mitchell Horton
This course is really well put together. With the knowledge gained via curated lessons, plenty of notebooks of usable code and even a few strategies to play around with, I feel I've fast tracked by quant finance journey significantly. Watching how a professional like Jason focuses on statistical testing over optimising returns has been the biggest take away.
Apr 8, 2025
Apr 8, 2025
J
John F
This was hands down the best course I've ever taken not just in this domain, but in general! Highly recommend for anyone at any skill level to check this out if you want to learn how to successfully and practically back-test strategies and execute orders in Interactive Brokers.
J
John F
This was hands down the best course I've ever taken not just in this domain, but in general! Highly recommend for anyone at any skill level to check this out if you want to learn how to successfully and practically back-test strategies and execute orders in Interactive Brokers.
Mar 1, 2025
Mar 1, 2025
Andrew
The biggest unlock is the scientific method framework for developing trading strategies. Further, the understanding that statistical significance is key over direct returns a strategy shows in a backtest.
Andrew
The biggest unlock is the scientific method framework for developing trading strategies. Further, the understanding that statistical significance is key over direct returns a strategy shows in a backtest.
Jan 20, 2025
Jan 20, 2025
Christian Guth
1. Now I know what I do not know, in a very precise way : )
2. Jason`s personality is described in two words: Caring and Knowing
3. I desperately want to continue
Christian Guth
1. Now I know what I do not know, in a very precise way : )
2. Jason`s personality is described in two words: Caring and Knowing
3. I desperately want to continue
Dec 13, 2024
Dec 13, 2024
Gustavo Merle
I am glad I decided to take this course! It helped me jumpstart with Python and Quant/Finance, areas I wanted to get more familiar with. Jason provides efficient advice on how to become proficient in a practical way. The notebooks are well prepared and are the foundation for further investigation. Thanks!
Gustavo Merle
I am glad I decided to take this course! It helped me jumpstart with Python and Quant/Finance, areas I wanted to get more familiar with. Jason provides efficient advice on how to become proficient in a practical way. The notebooks are well prepared and are the foundation for further investigation. Thanks!
Dec 13, 2024
Dec 13, 2024
DAMIAO Daniel
- The course helped me to learn new tools that are validated by quants and specially developed for the quant finance purpose. The course provided targeted examples so really relevant for anyone desiring to have their hands dirty.
Especially, i followed a algorithmic trading course before from a well-known university but it kept being theorical.
Python for quant finance combined both theorical and practical knowledge
- No BS and just Python and Python again.
- Not everything is given and you will have to work for some lessons but it was a great way to learn more Python coding and scale my modules knowledge.
DAMIAO Daniel
- The course helped me to learn new tools that are validated by quants and specially developed for the quant finance purpose. The course provided targeted examples so really relevant for anyone desiring to have their hands dirty.
Especially, i followed a algorithmic trading course before from a well-known university but it kept being theorical.
Python for quant finance combined both theorical and practical knowledge
- No BS and just Python and Python again.
- Not everything is given and you will have to work for some lessons but it was a great way to learn more Python coding and scale my modules knowledge.
Nov 3, 2024
Nov 3, 2024
C
Carlos R.
The course sped up my learning curve by months by providing a high quality curated content. I profoundly envy the clarity and simplicity of the way Jason expose all the complex concepts as if they were simple
C
Carlos R.
The course sped up my learning curve by months by providing a high quality curated content. I profoundly envy the clarity and simplicity of the way Jason expose all the complex concepts as if they were simple
Oct 19, 2024
Oct 19, 2024
Christian Alfaro
1) The course is awesome, clarifying the pipeline to build an mvp to trade in IB, very useful. 2) My assumption before the course was that to trade I collecta bunch of data and apply number crunching and I will be a zillionare :D Jason taught me how this really works. 3) I now have a great understanding how all the "parts" works together and got loads of very useful python code
Christian Alfaro
1) The course is awesome, clarifying the pipeline to build an mvp to trade in IB, very useful. 2) My assumption before the course was that to trade I collecta bunch of data and apply number crunching and I will be a zillionare :D Jason taught me how this really works. 3) I now have a great understanding how all the "parts" works together and got loads of very useful python code
Oct 18, 2024
Oct 18, 2024
AG
Andrew Gierer
Re-watching my cohort for the third time - there's just too much amazing information to gather in one pass!
AG
Andrew Gierer
Re-watching my cohort for the third time - there's just too much amazing information to gather in one pass!
Sep 4, 2024
Sep 4, 2024
JR
Jason Russell
I came into the course with extensive finance experience and minimal python experience. The course provided a fantastic tasting menu of the primary components of a python quant stack. This made the python learning experience much more engaging and I uncovered the areas that will benefit most from my focus going forward.
JR
Jason Russell
I came into the course with extensive finance experience and minimal python experience. The course provided a fantastic tasting menu of the primary components of a python quant stack. This made the python learning experience much more engaging and I uncovered the areas that will benefit most from my focus going forward.
Aug 23, 2024
Aug 23, 2024
E
Egor
My main takeaway is that there is a practical way to approach tasks with a focus on results (I really loved the MVP concept).
After going through numerous courses and making it halfway through my Master's program, I finally have something that works. I’ve realized that I tend to overcomplicate things, when there’s often a simpler way to implement everything I’ve been thinking about. 🙂
E
Egor
My main takeaway is that there is a practical way to approach tasks with a focus on results (I really loved the MVP concept).
After going through numerous courses and making it halfway through my Master's program, I finally have something that works. I’ve realized that I tend to overcomplicate things, when there’s often a simpler way to implement everything I’ve been thinking about. 🙂
Aug 23, 2024
Aug 23, 2024
Siddharth Nair
1. The biggest way the course has helped me is by giving me a roadmap, python quant stack and the MVP python. There was focus when it comes to python. The stack leaves no room for exploration when it comes to tools. This is a very very solid quant stack. Through the live lessons I now have a roadmap to my goal.
2. This course has helped unlocking outcomes because of the focus with which certain concepts are covered and equipping us with the right tools. Other courses that I have taken either lack focus or cover the concepts and leave the exploration of the right tools to us. Either way I felt lost.
With this course I now have a vision of what are my gaps, tools req to get the job done and how do I get to my final goal
3. The unexpected benefit has to be the community. Jason is himself very active on the community and there is an assurance that if I come across any problem in my journey then I could turn to the community and Jason for help.
Siddharth Nair
1. The biggest way the course has helped me is by giving me a roadmap, python quant stack and the MVP python. There was focus when it comes to python. The stack leaves no room for exploration when it comes to tools. This is a very very solid quant stack. Through the live lessons I now have a roadmap to my goal.
2. This course has helped unlocking outcomes because of the focus with which certain concepts are covered and equipping us with the right tools. Other courses that I have taken either lack focus or cover the concepts and leave the exploration of the right tools to us. Either way I felt lost.
With this course I now have a vision of what are my gaps, tools req to get the job done and how do I get to my final goal
3. The unexpected benefit has to be the community. Jason is himself very active on the community and there is an assurance that if I come across any problem in my journey then I could turn to the community and Jason for help.
Jun 17, 2024
Jun 17, 2024
Jeff Pancottine
This was by far the best trading class I have ever taken. I started my journey 15 years ago with technical analysis and worked my way up to Algo trading using other tools. Independently I learned python in the last few years and have been running a small hedge fund where I do most things. Jason's class fit the bill in terms of pulling things together for me. ROI was amazing; ~1K for all this info is fantastic. Jason's ability to communicate complex issues in a way that is consumable makes the difference. In particular the methods for evaluating factors and running testing on them was very useful. Thanks Jason!
Jeff Pancottine
This was by far the best trading class I have ever taken. I started my journey 15 years ago with technical analysis and worked my way up to Algo trading using other tools. Independently I learned python in the last few years and have been running a small hedge fund where I do most things. Jason's class fit the bill in terms of pulling things together for me. ROI was amazing; ~1K for all this info is fantastic. Jason's ability to communicate complex issues in a way that is consumable makes the difference. In particular the methods for evaluating factors and running testing on them was very useful. Thanks Jason!
Apr 12, 2024
Apr 12, 2024
ZS
Zarko Stefanovski
This was the best course I have taken In my 28 year career in finance. Learning Python and Jason's course have been game-changing for me. The powerful tools that you learn on the course are extremely useful in many front office roles, especially trading and portfolio management.
ZS
Zarko Stefanovski
This was the best course I have taken In my 28 year career in finance. Learning Python and Jason's course have been game-changing for me. The powerful tools that you learn on the course are extremely useful in many front office roles, especially trading and portfolio management.
Feb 24, 2024
Feb 24, 2024
H
Hardik
This is the best course to kick start learning Python in quant finance space, great value for money and sets you up nicely for success.
Return on investment is much higher for the amount of learning, free resources, life time access which we get in this course.
I am pretty sure this course is going to have positive impact on my professional goal of upskilling myself and apply theory into practice based on framework and notebook provided in this course.
H
Hardik
This is the best course to kick start learning Python in quant finance space, great value for money and sets you up nicely for success.
Return on investment is much higher for the amount of learning, free resources, life time access which we get in this course.
I am pretty sure this course is going to have positive impact on my professional goal of upskilling myself and apply theory into practice based on framework and notebook provided in this course.
Apr 13, 2024
Apr 13, 2024
KP
Keshav Patel
The course was extremely valuable in helping me get started with Python for quant finance. Jason was able to clearly explain backtesting, and shared knowledge to improve my own trading research. This course uniquely walked through examples, where the application to my own work was clearly relevant. The unexpected benefit of this course was the rapid confidence in utilizing python to help with my own personal projects.
KP
Keshav Patel
The course was extremely valuable in helping me get started with Python for quant finance. Jason was able to clearly explain backtesting, and shared knowledge to improve my own trading research. This course uniquely walked through examples, where the application to my own work was clearly relevant. The unexpected benefit of this course was the rapid confidence in utilizing python to help with my own personal projects.
Feb 23, 2024
Feb 23, 2024