The Kaggle Book: Data analysis and machine learning for competitive data science
Written by Konrad Banachewicz, Luca Massaron and Anthony Goldbloom
Narrated by Alex Freeman
()
About this audiobook
Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career.
The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond. Two Kaggle Grandmasters walk you through modeling strategies you won't easily find elsewhere, and the knowledge they've accumulated along the way. As well as Kaggle-specific tips, you'll learn more general techniques for approaching tasks based on image, tabular, textual data, and reinforcement learning. You'll design better validation schemes and work more comfortably with different evaluation metrics.
Whether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, this audiobook is for you.
Related to The Kaggle Book
Related audiobooks
Grokking Algorithms: A Complete Beginner’s Guide for the Effective Learning of Algorithms Rating: 0 out of 5 stars0 ratingsData Mesh: Delivering Data-Driven Value at Scale Rating: 5 out of 5 stars5/5Data Science from Scratch Rating: 0 out of 5 stars0 ratingsDeep Learning Rating: 4 out of 5 stars4/5Google Cloud Cookbook: Practical Solutions for Building and Deploying Cloud Services, 1st Edition Rating: 5 out of 5 stars5/5Fundamentals of Data Engineering: Plan and Build Robust Data Systems Rating: 5 out of 5 stars5/5Data Mesh: Comprehensive Guide on How to Become Truly Data-Driven Rating: 0 out of 5 stars0 ratingsData as a Product: A Comprehensive Guide on How to Use the Full Value of Data Rating: 5 out of 5 stars5/5Python for Data Science: Clear and Complete Guide to Data Science and Analysis with Python. Rating: 5 out of 5 stars5/5Data Mesh: What Is Data Mesh? Principles of Data Mesh Architecture Rating: 0 out of 5 stars0 ratingsDeep Learning for Beginners: 2 in 1 Rating: 0 out of 5 stars0 ratingsBig Data: A Complete Guide to the Basic Concepts in Data Science, Cyber Security, Analytics and Metrics Rating: 4 out of 5 stars4/5Data Mesh: Principles and Logical Architecture Rating: 3 out of 5 stars3/5Data Visualization: Clear Introduction to Data Visualization with Python. Proper Guide for Data Scientist. Rating: 5 out of 5 stars5/5Data Science for Beginners: Comprehensive Guide to Most Important Basics in Data Science Rating: 5 out of 5 stars5/5Data Visualization: Ultimate Guide to Data Mining and Visualization. Rating: 0 out of 5 stars0 ratingsSoftware Engineering at Google: Lessons Learned from Programming Over Time Rating: 4 out of 5 stars4/5Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems Rating: 5 out of 5 stars5/597 Things Every Data Engineer Should Know: Collective Wisdom from the Experts Rating: 0 out of 5 stars0 ratingsGenerative AI: The Insights You Need from Harvard Business Review Rating: 5 out of 5 stars5/5Data Smart: Using Data Science to Transform Information into Insight Rating: 4 out of 5 stars4/5Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Rating: 5 out of 5 stars5/5Site Reliability Engineering: How Google Runs Production Systems Rating: 5 out of 5 stars5/5Data Visualization Guide: Clear Introduction to Data Mining, Analysis, and Visualization Rating: 5 out of 5 stars5/5Data Visualization Guide: 4 BOOKS IN 1. Big and Complete Guide to Data Mining and Visualization Rating: 0 out of 5 stars0 ratingsBehind Every Good Decision: How Anyone Can Use Business Analytics to Turn Data into Profitable Insight Rating: 4 out of 5 stars4/5Data Quality: Empowering Businesses with Analytics and AI Rating: 0 out of 5 stars0 ratingsDelivering Business Analytics: Practical Guidelines for Best Practice Rating: 0 out of 5 stars0 ratings
Computers For You
The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics Rating: 4 out of 5 stars4/5Cybersecurity For Dummies Rating: 4 out of 5 stars4/5Computer Science Beginners Crash Course: Coding Data, Python, Algorithms & Hacking Rating: 4 out of 5 stars4/5Artificial Intelligence For Dummies Rating: 4 out of 5 stars4/5The Dark Net: Inside the Digital Underworld Rating: 4 out of 5 stars4/5Once Upon an Algorithm: How Stories Explain Computing Rating: 4 out of 5 stars4/5Social Engineering: The Science of Human Hacking 2nd Edition Rating: 5 out of 5 stars5/5Cognitive Surplus: Creativity and Generosity in a Connected Age Rating: 4 out of 5 stars4/5Computational Thinking Rating: 4 out of 5 stars4/5Business Intelligence For Dummies Rating: 4 out of 5 stars4/5How to Do Nothing: Resisting the Attention Economy Rating: 4 out of 5 stars4/5Algorithms to Live By: The Computer Science of Human Decisions Rating: 4 out of 5 stars4/5A Hacker's Mind: How the Powerful Bend Society's Rules, and How to Bend them Back Rating: 4 out of 5 stars4/5Quantum Computing: The Transformative Technology of the Qubit Revolution Rating: 5 out of 5 stars5/5Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are 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 stars5/5Bored and Brilliant: How Spacing Out Can Unlock Your Most Productive and Creative Self Rating: 4 out of 5 stars4/5The Year in Tech, 2023: The Insights You Need from Harvard Business Review Rating: 4 out of 5 stars4/5Artificial Intelligence: The Insights You Need from Harvard Business Review Rating: 5 out of 5 stars5/5HBR's 10 Must Reads on AI, Analytics, and the New Machine Age Rating: 5 out of 5 stars5/5Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor Rating: 4 out of 5 stars4/5The Cuckoo's Egg: Tracking a Spy Through the Maze of Computer Espionage Rating: 5 out of 5 stars5/5Elon Musk Rating: 5 out of 5 stars5/5
Reviews for The Kaggle Book
0 ratings0 reviews