AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence
Written by Laurence Moroney
Narrated by Timothy Howard Jackson
4/5
()
About this audiobook
You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embedded runtimes. Most books on machine learning begin with a daunting amount of advanced math. This guide is built on practical lessons that let you work directly with the code.
You'll learn: how to build models with TensorFlow using skills that employers desire; the basics of machine learning by working with code samples; how to implement computer vision, including feature detection in images; how to use NLP to tokenize and sequence words and sentences; methods for embedding models in Android and iOS; and how to serve models over the web and in the cloud with TensorFlow Serving.
Laurence Moroney
Laurence Moroney leads AI Advocacy at Google. His goal is to educate the world of software developers in how to build AI systems with Machine Learning. He's a frequent contributor to the TensorFlow YouTube channel at youtube.com/tensorflow, a recognized global keynote speaker and author of more books than he can count, including several best-selling science fiction novels, and a produced screenplay. He's based in Sammamish, Washington where he drinks way too much coffee.
Related to AI and Machine Learning for Coders
Related audiobooks
AI and Machine Learning for On-Device Development: A Programmer's Guide, 1st Edition Rating: 0 out of 5 stars0 ratingsNine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers Rating: 5 out of 5 stars5/5Database Internals: A Deep Dive into How Distributed Data Systems Work, 1st Edition Rating: 5 out of 5 stars5/5The Rules of Programming: How to Write Better Code Rating: 0 out of 5 stars0 ratingsBuilding Microservices: Designing Fine-Grained Systems Rating: 4 out of 5 stars4/5Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems Rating: 5 out of 5 stars5/5Software Engineering at Google: Lessons Learned from Programming Over Time Rating: 4 out of 5 stars4/5Algorithms Rating: 4 out of 5 stars4/5Data Mesh: Delivering Data-Driven Value at Scale Rating: 5 out of 5 stars5/5Deep Learning Rating: 4 out of 5 stars4/5Fundamentals of Data Engineering: Plan and Build Robust Data Systems Rating: 5 out of 5 stars5/5Deep Learning for Beginners: 2 in 1 Rating: 0 out of 5 stars0 ratingsMachine Learning: The New AI Rating: 4 out of 5 stars4/5Computational Thinking Rating: 4 out of 5 stars4/5Clean Architecture: A Craftsman's Guide to Software Structure and Design Rating: 5 out of 5 stars5/5Deep Learning: Guide to Machine Learning and Artificial Intelligence Rating: 5 out of 5 stars5/5Clean Code: A Handbook of Agile Software Craftsmanship Rating: 5 out of 5 stars5/5Google Cloud Cookbook: Practical Solutions for Building and Deploying Cloud Services, 1st Edition Rating: 5 out of 5 stars5/5Introducing Python: Modern Computing in Simple Packages, 2nd Edition Rating: 4 out of 5 stars4/5Site Reliability Engineering: How Google Runs Production Systems Rating: 5 out of 5 stars5/5Coders at Work: Reflections on the Craft of Programming Rating: 4 out of 5 stars4/5The Pattern on The Stone: The Simple Ideas That Make Computers Work Rating: 4 out of 5 stars4/5The Deep Learning Revolution Rating: 4 out of 5 stars4/5Understanding Software: Max Kanat-Alexander on simplicity, coding, and how to suck less as a programmer Rating: 5 out of 5 stars5/5Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Rating: 5 out of 5 stars5/5Once Upon an Algorithm: How Stories Explain Computing Rating: 4 out of 5 stars4/5
Intelligence (AI) & Semantics For You
Four Battlegrounds: Power in the Age of Artificial Intelligence Rating: 5 out of 5 stars5/5Artificial Intelligence For Dummies Rating: 4 out of 5 stars4/5Just Prompt It: Incorporating Chat GPT's GPT-4 Into Your Daily Life Rating: 4 out of 5 stars4/52084: Artificial Intelligence and the Future of Humanity Rating: 4 out of 5 stars4/5Scary Smart: The Future of Artificial Intelligence and How You Can Save Our World Rating: 5 out of 5 stars5/5Power and Prediction: The Disruptive Economics of Artificial Intelligence Rating: 4 out of 5 stars4/5Artificial Intelligence: The Insights You Need from Harvard Business Review Rating: 5 out of 5 stars5/5Artificial Intelligence: A Guide for Thinking Humans Rating: 5 out of 5 stars5/5The Year in Tech, 2023: The Insights You Need from Harvard Business Review Rating: 4 out of 5 stars4/5Who's Afraid of AI?: Fear and Promise in the Age of Thinking Machines Rating: 5 out of 5 stars5/5The Only ChatGPT Book You Will Ever Need (Updated for GPT4): Making Money Online has Become so EASY Rating: 0 out of 5 stars0 ratingsThe Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics Rating: 4 out of 5 stars4/5The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World Rating: 5 out of 5 stars5/5ChatGPT: Is the future already here? Rating: 4 out of 5 stars4/5The Age of AI: Artificial Intelligence and the Future of Humanity Rating: 4 out of 5 stars4/5T-Minus AI: Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power Rating: 4 out of 5 stars4/5HBR's 10 Must Reads on AI, Analytics, and the New Machine Age Rating: 5 out of 5 stars5/5Ways of Being: Animals, Plants, Machines: The Search for a Planetary Intelligence Rating: 5 out of 5 stars5/5Artificial Intelligence: The Complete Beginner’s Guide to the Future of A.I. Rating: 4 out of 5 stars4/5ChatGPT Millions: Ideas to Generate Your First Million Using ChatGPT and AI Rating: 0 out of 5 stars0 ratingsA Brief History of Artificial Intelligence: What It Is, Where We Are, and Where We Are Going Rating: 5 out of 5 stars5/5Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence Rating: 5 out of 5 stars5/5Army of None: Autonomous Weapons and the Future of War Rating: 4 out of 5 stars4/5How To: GPT-4 for Financial Freedom: The Entrepreneur's Guide to Thriving in the AI Era Rating: 4 out of 5 stars4/5Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World Rating: 5 out of 5 stars5/5AI-Based Affiliate Marketing for Digital Entrepreneurs Rating: 0 out of 5 stars0 ratingsI, Human: AI, Automation, and the Quest to Reclaim What Makes Us Unique Rating: 4 out of 5 stars4/5
Reviews for AI and Machine Learning for Coders
2 ratings0 reviews