Nexaura

Zero to Agentic AI Engineer

Nexaura
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Student Level 1 Beginner

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AI Engineering Roadmap

Complete each module and pass the 65% benchmark quiz to unlock the next step.

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Passing Mark: 65% (33/50)
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AI Engineering Library

Curated free books and learning resources for Python, AI, Machine Learning, Deep Learning, LLMs and Agentic AI.

15 Resources
Python Programming
AI Engineering
Free Resources
PYTHON

Automate the Boring Stuff with Python

Practical Python programming for beginners. Learn automation, files, web scraping and more.

Al Sweigart Beginner
Read Free
DATA

Python Data Science Handbook

NumPy, Pandas, Matplotlib and practical data science workflows using Python.

Jake VanderPlas Intermediate
Read Online
AI

Artificial Intelligence

A major reference for artificial intelligence, intelligent agents and problem solving.

Russell & Norvig Advanced
Explore
DEEP LEARNING

Deep Learning

Neural networks, optimization, representation learning and the mathematical foundations of deep learning.

Goodfellow Advanced
Read Online
DL

Dive Into Deep Learning

Interactive deep learning book with code, mathematics and practical implementations.

D2L Team Intermediate
Start Learning
ML

An Introduction to Statistical Learning

Excellent introduction to statistical learning, regression, classification and model evaluation.

James et al. Intermediate
Access Free
ML

Machine Learning Yearning

Practical guide to designing machine learning projects and improving ML systems.

Andrew Ng Intermediate
Learn
AI

Deep Learning for Coders

Practical AI development using modern deep learning techniques and fastai.

Jeremy Howard Intermediate
Access Free
LLM

NLP with Transformers

Learn modern NLP systems, Transformers, text classification and language models.

Hugging Face Advanced
Learn Free
LLM

The Illustrated Transformer

Visual explanation of Transformer architecture, attention and sequence processing.

Jay Alammar Intermediate
Read
PYTHON

Think Python

Learn programming fundamentals, functions, data structures and object-oriented programming.

Allen Downey Beginner
Read Free
RL

Reinforcement Learning

Foundations of reinforcement learning, agents, rewards, policies and value functions.

Sutton & Barto Advanced
Read
PYTHON

Fluent Python Resources

Advanced Python concepts including data model, functions, iterators and concurrency.

Python Advanced
Python Guide
NLP

Hugging Face NLP Course

Learn Transformers, datasets, tokenizers, fine-tuning and modern NLP workflows.

Hugging Face Intermediate
Start Course
AI ENGINEERING

Full Stack Deep Learning

Learn how real-world AI systems are built, deployed, evaluated and maintained.

FSDL Advanced
Explore

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