A Visual Introduction to Deep Learning
deep learning
Book of the Week
Local book pages are the internal citation targets for the wiki, guides, comparisons, roadmaps, and how-tos. Each page links to the original DataTalks.Club Book of the Week discussion.
AI Data Privacy and Protection
ai, privacy
AI and Machine Learning for Coders
machine learning, ai
AI-Powered Business Intelligence
ai
AI-Powered Search
ai, search
Ace The Data Science Interview
data science
Advanced Algorithms and Data Structures
Analytics Engineering with SQL and DBT
sql, analytics, dbt
Applied Natural Language Processing in the Enterprise
ai
Artificial Intelligence with Python
python
Blueprints for Text Analytics Using Python
python, analytics
Build a Large Language Model (From Scratch)
Building Machine Learning Pipelines
machine learning
Building Machine Learning Powered Applications
machine learning
Business Skills for Data Scientists
Cleaning Data for Effective Data Science
data science
Comet for Data Science
data science
Creating Intelligent Products
Data Analysis with Python and PySpark
python, spark
Data Analytics Initiatives
analytics
Data Engineering with Apache Spark, Delta Lake, and Lakehouse
data engineering, spark
Data Governance: The Definitive Guide
data governance
Data Science on AWS
data science, aws
Data Storytelling with Altair and AI
ai
Data Teams
Data-Centric Machine Learning with Python
machine learning, python
DataOps for Dummies
Database Internals
Deep Learning with Structured Data
deep learning
Deep Learning with fastai Cookbook
deep learning, ai
Designing Data-Intensive Applications
Designing Machine Learning Systems
machine learning
Distributed Machine Learning Patterns
machine learning
Driving Data Quality with Data Contracts
data quality
Effective Data Science Infrastructure
data science
Effective Pandas
Engineering MLOps
mlops
Essential Math for Data Science
data science
Everyday ML Questions
Fundamentals of Data Engineering
data engineering
Fundamentals of Data Observability
GPT-3
Generative AI with Python and TensorFlow 2
python, ai, rag
Graph Algorithms for Data Science
data science
Graph Databases in Action
graph databases
Grokking Deep Reinforcement Learning
reinforcement learning
Grokking Machine Learning
machine learning
Grokking Streaming Systems
streaming
Hands-On Data Analysis with Pandas - Second Edition
Hands-On Data Preprocessing in Python
python
Hands-on Time Series Analysis with Python
python, time series
How Software Fails
ai
Interpretable Machine Learning
machine learning
Interpretable Machine Learning with Python
machine learning, python
LLM Engineer's Handbook
llm
Learning Tensorflow.js
Machine Learning Algorithms in Depth
machine learning
Machine Learning Bookcamp
machine learning
Machine Learning Design Patterns
machine learning
Machine Learning Engineering in Action
machine learning
Machine Learning Engineering with Python
machine learning, python
Machine Learning Using TensorFlow Cookbook
machine learning
Machine Learning for Algorithmic Trading
machine learning
Machine Learning for Tabular Data
machine learning
Machine Learning on Kubernetes
machine learning, ai
Managing Machine Learning Projects
machine learning
Mastering Machine Learning Algorithms - Second Edition
machine learning
Mastering Transformers
Mastering spaCy
Math for Programmers
Modeling Mindsets
Natural Language Processing with Transformers
Own Your Tech Career
Practical Fairness
ai
Practical MLOps
mlops
Practical Recommender Systems
Production‑Ready Data Science
data science
Prompt Engineering for Generative AI
ai
Python Feature Engineering Cookbook
python, feature engineering
Python Machine Learning By Example
machine learning, python
Reinforcement Learning
reinforcement learning
Relevant Search
search
Reliable Machine Learning
machine learning
Serverless Analytics with Amazon Athena
analytics
Skills of a Successful Software Engineer
Snowflake: The Definitive Guide
Software Development at Rocket Speed
Software Mistakes and Tradeoffs
Street Coder
The Coding Career Handbook
The Kaggle Book
The Practitioner's Guide to Graph Data
Tiny Python Projects
python
Transfer Learning in Action
rag
Transformers for Natural Language Processing
Tuning Up
Understanding ETL
Why Data Science Projects Fail: The Harsh Realities of Implementing AI and Analytics, without the Hype (Chapman & Hall/CRC Data Science Series)
ai, data science, analytics