I Made the Quant Roadmap
*🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Broke...

Roman Paolucci
56.5K views • Dec 26, 2025

About this video
*🚀 Master Quantitative Skills with Quant Guild*
https://quantguild.com
*📅 Meet with me 1:1*
https://calendly.com/quantguild-support
*📈 Interactive Brokers for Algorithmic Trading*
https://www.interactivebrokers.com/mkt/?src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php
*👾 Join the Quant Guild Discord server here*
https://discord.com/invite/MJ4FU2c6c3
___________________________________________
*🗺️ The Quant Roadmap *
https://roadmap.sh/r/quant-roadmap-bzunq
It's a marathon, not a sprint. Remember this, and keep learning!
I hope you enjoyed!
- Roman
___________________________________________
*📖 Chapters:*
00:00 - The Quant Roadmap
01:02 - Getting Started, Learning New Topics
03:12 - Do I Need to Learn Everything?
05:00 - Level 1 Computer Science
06:44 - Level 1 Mathematics
08:07 - Level 1 Probability & Statistics
10:39 - Level 1 Finance & Economics
13:28 - Learning Goals for Level 1
14:43 - Level 2 Computer Science
17:01 - Level 2 Mathematics
18:36 - Level 2 Probability & Statistics
21:46 - Level 2 Machine Learning
25:24 - Level 2 Finance & Economics
27:50 - Learning Goals for Level 2
30:10 - Level 3 Computer Science
31:39 - Level 3 Mathematics
33:32 - Level 3 Probability & Statistics
36:03 - Level 3 Machine Learning
38:27 - Level 3 Finance & Economics
40:26 - Learning Goals Level 3
42:30 - Closing Thoughts
___________________________________________
*🗣️ Shout Outs*
A special thank you to my members on YouTube for supporting my channel and enabling me to continue to create videos just like this one!
*⭐ Quant Guild Directors*
Dr. Jason Pirozzolo
___________________________________________
*▶️ Related Videos*
*Quant Builds 🔨*
How to Build a Volatility Trading Dashboard in Python with Interactive Brokers
https://youtu.be/19-rFVgJVkg
*Statistics and Trading Profitability Over Time (Edge) 📈*
Time Series Analysis for Quant Finance
https://youtu.be/JwqjuUnR8OY
Quant Trader on Retail vs Institutional Trading
https://youtu.be/j1XAcdEHzbU
Quant on Trading and Investing
https://youtu.be/CKXp_sMwPuY
Why Poker Pros Make the Best Traders (It's NOT Luck)
https://youtu.be/wZChBKDFFeU
Quant vs. Discretionary Trading
https://youtu.be/3gblERSSHXI
Quant Busts 3 Trading Myths with Math
https://youtu.be/wJfIk3VnubE
___________________________________________
*🗂️ Resources*
*📚 Quant Guild Library:*
https://github.com/romanmichaelpaolucci/Quant-Guild-Library
*🌎 GitHub:*
https://github.com/RomanMichaelPaolucci
https://github.com/Quant-Guild
*📝 Medium (Blog):*
https://quantguild.medium.com/
https://medium.com/quant-guild
___________________________________________
*🛠️ Projects*
*The Gaussian Cookbook:*
https://gaussiancookbook.com
*Recipes for simulating stochastic processes:*
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5332011
___________________________________________
*💬 Socials*
*TikTok:* https://www.tiktok.com/@quantguild
*Instagram:* https://www.instagram.com/quantguild/
*X/Twitter:* https://x.com/quantguild/
*LinkedIn (personal):* https://www.linkedin.com/in/rmp99/
*LinkedIn (company):* https://www.linkedin.com/company/quant-guild
___________________________________________
https://quantguild.com
*📅 Meet with me 1:1*
https://calendly.com/quantguild-support
*📈 Interactive Brokers for Algorithmic Trading*
https://www.interactivebrokers.com/mkt/?src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php
*👾 Join the Quant Guild Discord server here*
https://discord.com/invite/MJ4FU2c6c3
___________________________________________
*🗺️ The Quant Roadmap *
https://roadmap.sh/r/quant-roadmap-bzunq
It's a marathon, not a sprint. Remember this, and keep learning!
I hope you enjoyed!
- Roman
___________________________________________
*📖 Chapters:*
00:00 - The Quant Roadmap
01:02 - Getting Started, Learning New Topics
03:12 - Do I Need to Learn Everything?
05:00 - Level 1 Computer Science
06:44 - Level 1 Mathematics
08:07 - Level 1 Probability & Statistics
10:39 - Level 1 Finance & Economics
13:28 - Learning Goals for Level 1
14:43 - Level 2 Computer Science
17:01 - Level 2 Mathematics
18:36 - Level 2 Probability & Statistics
21:46 - Level 2 Machine Learning
25:24 - Level 2 Finance & Economics
27:50 - Learning Goals for Level 2
30:10 - Level 3 Computer Science
31:39 - Level 3 Mathematics
33:32 - Level 3 Probability & Statistics
36:03 - Level 3 Machine Learning
38:27 - Level 3 Finance & Economics
40:26 - Learning Goals Level 3
42:30 - Closing Thoughts
___________________________________________
*🗣️ Shout Outs*
A special thank you to my members on YouTube for supporting my channel and enabling me to continue to create videos just like this one!
*⭐ Quant Guild Directors*
Dr. Jason Pirozzolo
___________________________________________
*▶️ Related Videos*
*Quant Builds 🔨*
How to Build a Volatility Trading Dashboard in Python with Interactive Brokers
https://youtu.be/19-rFVgJVkg
*Statistics and Trading Profitability Over Time (Edge) 📈*
Time Series Analysis for Quant Finance
https://youtu.be/JwqjuUnR8OY
Quant Trader on Retail vs Institutional Trading
https://youtu.be/j1XAcdEHzbU
Quant on Trading and Investing
https://youtu.be/CKXp_sMwPuY
Why Poker Pros Make the Best Traders (It's NOT Luck)
https://youtu.be/wZChBKDFFeU
Quant vs. Discretionary Trading
https://youtu.be/3gblERSSHXI
Quant Busts 3 Trading Myths with Math
https://youtu.be/wJfIk3VnubE
___________________________________________
*🗂️ Resources*
*📚 Quant Guild Library:*
https://github.com/romanmichaelpaolucci/Quant-Guild-Library
*🌎 GitHub:*
https://github.com/RomanMichaelPaolucci
https://github.com/Quant-Guild
*📝 Medium (Blog):*
https://quantguild.medium.com/
https://medium.com/quant-guild
___________________________________________
*🛠️ Projects*
*The Gaussian Cookbook:*
https://gaussiancookbook.com
*Recipes for simulating stochastic processes:*
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5332011
___________________________________________
*💬 Socials*
*TikTok:* https://www.tiktok.com/@quantguild
*Instagram:* https://www.instagram.com/quantguild/
*X/Twitter:* https://x.com/quantguild/
*LinkedIn (personal):* https://www.linkedin.com/in/rmp99/
*LinkedIn (company):* https://www.linkedin.com/company/quant-guild
___________________________________________
Video Information
Views
56.5K
Likes
3.3K
Duration
43:15
Published
Dec 26, 2025
User Reviews
4.7
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