A curated collection of marketing articles & tools to grow your product.

📅 ✏️ A/B Testing / Analysing the effect of 'free trial period' for Udacity students to measure whether they enroll or continue to finish a course or not

⚾ 📊 D3 - Visualization/ In this project I perform an explanatory data analysis on performance of baseball players based on their weight, height and handedness

Intro to data science

Content for Udacity's Machine Learning curriculum

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, …

📝 An awesome Data Science repository to learn and apply for real world problems.

Empirical quantitative marketing models for PhD level marketing students

A tutorial of machine learning using R.

Interpretable time series autoregression for periodicity quantification

Hands-On Financial Trading with Python, published by Packt

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

AI实战-practicalAI 中文版

所有小初高、大学PDF教材。

Python经典书籍

Resources for Python Crash Course, from No Starch Press.

Causal Inference and Discovery in Python by Packt Publishing

🚀 One-stop solution for creating your digital avatar from chat history 💡 Fine-tune LLMs with your chat logs to capture your unique style, then bind to a chatbot to bring your digital self to life. …

freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.

Animation engine for explanatory math videos

Building a GPT-like LLM from scratch with PyTorch.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Practical Python Programming (course by @dabeaz)

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These vide…