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Deep Learning at Scale

Predictive Analytics for the Modern Enterprise : A Practitioner's Guide to Designing and Implementing Solutions

Reinforcement learning : an introduction

Deep learning

Machine learning : a probabilistic perspective

Deep learning for finance : creating machine & deep learning models for trading in Python

Hands-on entity resolution : a practical guide to data matching with Python

Effective Machine Learning Teams : Best Practices for ML Practitioners

AI-Assisted Programming : Better Planning, Coding, Testing, and Deployment

Designing machine learning systems : an iterative process for production-ready applications

Generative AI on AWS : building context-aware multimodal reasoning applications

Building Recommendation Systems in Python and Jax : Hands-On Production Systems at Scale

Causal Inference in Python : Applying Causal Inference in the Tech Industry

Machine Learning with Python Cookbook : Practical Solutions from Preprocessing to Deep Learning

Practical machine learning with R : tutorials and case studies

Computational Tools for Energy Harvesting Applications

Introduction to AI Robotics

Linear algebra and learning from data

Learning Data Science : Data Wrangling, Exploration, Visualization, and Modeling with Python

Low-Code AI : A Practical Project-Driven Introduction to Machine Learning

Essential math for data science : take control of your data with fundamental linear algebra, probability, and statistics

Machine learning design patterns : solutions to common challenges in data preparation, model building, and MLOps

Probabilistic graphical models : principles and techniques

Essential math for AI : next-level mathematics for efficient and successful systems

Learning Spark : lightning-fast big data analytics

Machine Learning Interviews : Kickstart Your Machine Learning Career

Graph-Powered Analytics and Machine Learning with TigerGraph : Driving Business Outcomes with Connected Data

Scaling Python with Dask : From Data Science to Machine Learning

Bayesian reasoning and machine learning

Machine Learning for Engineers : Using data to solve problems for physical systems

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