Machine Trading

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.

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. The book addresses real-life problems faced by practitioners on a daily basis and explains scientifically sound solutions using math, supported by code and examples.

There's no reason your money should be sitting in a bank account. By learning value investing, you can reap the rewards of consistent, reliable gains that can make you a millionaire by the time you retire. Don't just work for your money - put your money to work for you and retire in style.

Amazon best-selling author and retired hedge fund manager Matthew Kratter will teach you the secrets that he has used to trade and invest profitably for the last 20 years. Even if you are a complete beginner, this book will have you trading stocks in no time. Are you ready to get started creating real wealth in the stock market?

Ever wished that you could make $200/day in the stock market? Ready to learn a simple day trading strategy that actually works? Day Trading Made Easy will teach you the powerful "day sniper" trading strategy. You will learn exactly when to buy a stock, when to take profits, and when to exit a losing trade.

Dark Pools is the pacy, revealing, and profoundly chilling tale of how global markets have been hijacked by trading robots - many so self-directed that humans can’t predict what they’ll do next. It’s the story of the blisteringly intelligent computer programmers behind the rise of these ‘bots’. And it’s a timely warning that as artificial intelligence gradually takes over, we could be on the verge of global meltdown.

Data is everywhere, coming at us in a never-ceasing, ever-rising river that threatens to overwhelm us. Igor Tulchinsky, the trader behind global quantitative investment management firm WorldQuant, reveals, how natural patterns underlie data patterns that may dictate life or death, success, or failure. This book demonstrates how to exercise real intelligence by discerning the patterns that surround us every day and how to leverage this information into success in the workplace and beyond.

The long-awaited follow-up to the global best-seller Liar's Poker, The Big Short tells a story of spectacular, epic folly. It has taken the world's greatest financial meltdown to bring Michael Lewis back to the subject that made him famous. His international best seller Liar's Poker exposed the greed and carnage of the City and Wall Street in the 1980s; he wrote it as a cautionary tale, but people seem to have read it as a how-to guide. Now, he wants to settle accounts.

When you own dividend stocks, your money is working for you whether you are at the office, or at the beach. Imagine how your life would change, if you knew that you were on the proven path to wealth. It's time to learn how to create safe income streams in the stock market. Dividend investing is something that anyone can do. You can start with just a few dollars, and then watch them grow. It's time to learn a proven strategy that takes the stress out of investing.

In March 2006, the world’s richest men sipped champagne in an opulent New York hotel. They were preparing to compete in a poker tournament with ­million-dollar stakes. At the card table that night was Peter Muller, who managed a fabulously successful hedge fund called PDT. With him was Ken Griffin, who was the tough-as-nails head of Citadel Investment Group. There, too, were Cliff Asness, the sharp-tongued, mercurial founder of the hedge fund AQR Capital Management, and Boaz Weinstein, chess “life master” and king of the credit-default swap.

The dramatic story behind the most audacious power grab in American history. The financial crisis that exploded in 2008 isn’t past but prologue. The stunning rise, fall, and rescue of Wall Street in the bubble-and-bailout era was the coming-out party for the network of looters who sit at the nexus of American political and economic power. The grifter class - made up of the largest players in the financial industry and the politicians who do their bidding - has been growing in power for a generation, transferring wealth upward through increasingly complex financial mechanisms.