Quantatative Skills Dojo

Quantatative Skills Dojo

Quantatative Skill Tutorials

Play list to help you become a programmer, data engineer, AI engineer, computer scientist, computational biologist, quant, algo trader, and many more quantitative roles in modern day workforce. Compiled by Cliff Weng

Road Map of Learning

Computer Science

Computer Science by CrashCourse
Introduction to Computer Science - Harvard's CS50 by FreeCodeCamp
Computer Science Concepts by FreeCodeCamp
Node.js Tutorials by FreeCodeCamp
React Tutorials by FreeCodeCamp
Data Structures and Algorithms w/ JS by FreeCodeCamp
Python Tutorials by FreeCodeCamp
Git & GitHub by FreeCodeCamp
Full Courses in One Video by FreeCodeCamp

Big Data

Python for Data Science by IBM
Data Science Methodology by Cognitive Class
Python 3 Basics Tutorial Series by Sentdex
Data Analysis w/ Python 3 and Pandas by Sentdex
Big Data Analytics & Algorithmic Stock Trading
Matplotlib Tutorial Series - Graphing in Python by Sentdex
Data Science by FreeCodeCamp

Start-up

Watch Me Build! by Siraj

Machine Learning & Deep Learning

Machine Learning with Python by Sentdex
Deep Learning w/ Python, TensorFlow and Keras by Sentdex
Deep Learning | Udacity
Intro to Deep Learning (Udacity Nanodegree)
Reinforcement Learning by Sentdex
Machine Learning by FreeCodeCamp
Neural networks by 3Blue1Brown
Machine Learning by MathematicalMonk
Deep Learning Fundamentals with Keras by IBM
IE - Info Extraction Course by Cognitive Class
Deep Learning with Tensorflow by Cognitive Class
Applied Deep Learning Capstone Project by IBM
Deep Learning with TensorFlow by IBM

Applications

Monte Carlo Simulation with Python by Sentdex
Programming to Aid Fundamental Investing by Sentdex
Python for Finance with Zipline and Quantopian by Sentdex
Machine Learning for Forex and Stock analysis by Sentdex
Big Data Analytics & Algorithmic Stock Trading by Sentdex
Python Programming for Finance by Sentdex
AI in Finance by Siraj
MIT Computational Biology by MIT
Bioinformatics & python
Build Your Own Chatbot by Cognitive Class
Discord Bots with DiscordPy by Sentdex
AI for Business by Siraj
Raspberry Pi and Python by Sentdex
Python AI in StarCraft II by Sentdex

Math & Science

Essence of linear algebra by 3Blue1Brown
Essence of calculus by 3Blue1Brown
Statistics by CrashCourse
The Math of Intelligence by Siraj
Linear Algebra by Delft
Mathematics by Professor Dave
Biology by Professor Dave
Biology by CrashCourse
General Chemistry by Professor Dave
Chemistry by CrashCourse
Classical Physics by Professor Dave
Modern Physics by Professor Dave
Organic Chemistry by Professor Dave
Biochemistry by Professor Dave
Anatomy & Physiology by Professor Dave
Anatomy & Physiology by CrashCourse

Page updated

Google Sites

Report abuse