If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

The deep-learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep-learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.

Easy to understand and engaging, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you've learned.

Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and many more. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Artificial Intelligence Basics has arrived to equip you with a fundamental, timely grasp of AI and its impact.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.

This philosophy-of-programming guide presents a unique and entertaining take on how to think about programming. A collection of twenty-one pragmatic rules, each presented in a stand-alone chapter, captures the essential wisdom that every freshly minted programmer needs to know and provides thought-provoking insights for more seasoned programmers. Author Chris Zimmerman, cofounder of the video game studio Sucker Punch Productions, teaches basic truths of programming by wrapping them in memorable aphorisms and driving them home with examples drawn from real code.

At a time of frightening volatility, what is the average investor to do? The answer: Turn to Burton G. Malkiel's advice in his reassuring, authoritative, gimmick-free, and perennially best-selling guide to investing. Long established as the first book to purchase before starting a portfolio or 401(k), A Random Walk Down Wall Street now features new material on "tax-loss harvesting", the crown jewel of tax management; the current bitcoin bubble; and automated investment advisers; as well as a brand-new chapter on factor investing and risk parity.

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning.

No data is completely safe. Cyberattacks on companies and individuals are on the rise and growing not only in number but also in ferocity. And while you may think your company has taken all the precautionary steps to prevent an attack, no individual, company, or country is safe. Cybersecurity can no longer be left exclusively to IT specialists. Improving and increasing data security practices and identifying suspicious activity is everyone's responsibility, from the boardroom to the break room.

In Understanding Software, Max Kanat-Alexander, Technical Lead for Code Health at Google, shows you how to bring simplicity back to computer programming. Max explains to you why programmers suck, and how to suck less as a programmer. There's just too much complex stuff in the world. Complex stuff can't be used, and it breaks too easily. Complexity is stupid. Simplicity is smart.

第三次人工知能(AI)ブームの中核的役割を果たす深層学習(ディープ・ラーニング)は、その高い信頼性と汎用性ゆえに様々な領域に応用されていく一方で、

It’s Robert Kiyosaki’s position that, “It is our educational system that causes the gap between the rich and everyone else.” He laid the foundation for many of his messages in the international best seller Rich Dad Poor Dad, the number one personal finance book of all time, and in Why the Rich Are Getting Richer, he makes his case.

As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way.

This audiobook is about luck, or more precisely, how we perceive and deal with luck in life and business. It is already a landmark work, and its title has entered our vocabulary. In its second edition, Fooled by Randomness is now a cornerstone for anyone interested in random outcomes.

This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.

A hundred-thousand investors have turned to this best-selling guide for mastering successful trading by Dr. Alexander Elder, a professional trader, a world-classs expert in technical analysis, and a practicing psychiatrist. He believes that successful trading is based on three M's: Mind, Method, and Money. Trading for a Living helps discipline your Mind, shows you the Methods for trading the markets, and show you have to manage Money in your trading accounts.

英語を使いこなせるようになるには、ただひたすら暗記するだけでは不十分です。話せるようになるためには話す練習、聞けるようになるには聞く練習、読めるようになるには読む練習が必要です。でも、どうやって練習すればいいの？　そんな学習者の悩みに応えるべく、NHKラジオ講座でおなじみの岩村圭南先生が立ち上がりました！　実際に声を出して話す練習方法を、岩村先生が、ナビゲーターのエリさんとともに、あなたを指導してくれます。練習内容は、スピーキング、リスニング、表現力アップの方法など、バラエティーに富んでいるので、楽しみながらトレーニングできます。あなたもエリさんと一緒に、楽しく英語の練習をしましょう！　　※このオーディオブックは、アルクPodcasting Stationで配信された『岩村圭南の「英語はトレーニングだ！」』のLesson 21～30をまとめたものです。なお、レッスン中の英文は一部「岩村圭南の１分間イングリッシュ」シリーズで使われている英文が含まれます。　「アルクPodcasting Station」http://podcast.alc.co.jp/index.html

英語を使いこなせるようになるには、ただひたすら暗記するだけでは不十分です。話せるようになるためには話す練習、聞けるようになるには聞く練習、読めるようになるには読む練習が必要です。でも、どうやって練習すればいいの？　そんな学習者の悩みに応えるべく、NHKラジオ講座でおなじみの岩村圭南先生が立ち上がりました！　実際に声を出して話す練習方法を、岩村先生が、ナビゲーターのエリさんとともに、あなたを指導してくれます。練習内容は、スピーキング、リスニング、表現力アップの方法など、バラエティーに富んでいるので、楽しみながらトレーニングできます。あなたもエリさんと一緒に、楽しく英語の練習をしましょう！※このオーディオブックは、アルクPodcasting Stationで配信された『岩村圭南の「英語はトレーニングだ！」』のLesson 11～20をまとめたものです。なお、レッスン中の英文は一部「岩村圭南の１分間イングリッシュ」シリーズで使われている英文が含まれます。 「アルクPodcasting Station」http://podcast.alc.co.jp/index.html

In the updated edition of The Elements of Investing, authors Charles Ellis and Burton Malkiel-two of the world's greatest financial thinkers - have again combined their talents to produce a straight-talking book about investing and saving. Written with every investor in mind, this reliable resource will put you on a path towards a lifetime of financial success.

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.

Data Science for Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. With a focus on business cases, the book explores topics in big data, data science, and data engineering, and how these three areas are combined to produce tremendous value. If you want to pick-up the skills you need to begin a new career or initiate a new project, listening to this book will help you understand what technologies, programming languages, and mathematical methods on which to focus.

When Fortune 100 corporations are stymied, it's the "McKinsey-ites" whom they call for help. Former McKinsey associate Ethan Rasiel lifts the veil to show you how the secretive McKinsey works its magic, and helps you emulate the firm's well-honed practices in problem solving, communication, and management. Both a behind-the-scenes look at one of the most admired and secretive companies in the business world and a toolkit of problem-solving techniques without peer, The McKinsey Way empowers every business decision maker to become a better strategic player in any organization.

"Atomic Habits" by James Clear is a transformative self-help book that delves into the science of habit formation and offers practical strategies for creating lasting change. Clear explores how small, incremental changes, or "atomic habits," can lead to significant improvements in one's life.

横並びで単純な量的拡大競争に集中するような銀行のビジネスモデルは限界に近づいている。高成長時代はとうの昔。経済が成熟して資金需要が低迷する一方、銀行には依然として預金が流入し続けている。