Learning Science

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.

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

In Poor Queer Studies, Matt Brim shifts queer studies away from its familiar sites of elite education toward poor and working-class people, places, and pedagogies. Brim shows how queer studies also takes place beyond the halls of flagship institutions: in night school; after a three-hour commute; in overflowing classrooms at no-name colleges; with no research budget; without access to decent food; with kids in tow; in a state of homelessness.

Leonard Moore has been teaching Black history for 25 years, mostly to White people. Drawing on decades of experience in the classroom and on college campuses throughout the South, as well as on his own personal history, Moore illustrates how an understanding of Black history is necessary for everyone. With Teaching Black History to White People, which is “part memoir, part Black history, part pedagogy, and part how-to guide”, Moore delivers an accessible and engaging primer on the Black experience in America.

Classroom teacher, author, and speaker Pernille Ripp reveals the five keys to creating a passionate reading environment. Throughout the book, Pernille opens up about her own trials and errors as a teacher and what she's learned along the way. She also shares a wide variety of practical tools that you can use in your own classroom.

Artificial intelligence is smarter than humans. It can process information at lightning speed and remain focused on specific tasks without distraction. AI can see into the future, predicting outcomes and even use sensors to see around physical and virtual corners. So why does Intelligence frequently get it so wrong? The answer is us. Humans design the algorithms that define the way that AI works and the processed information reflects an imperfect world.

Two years have passed since young apprentice magician Nathaniel became famous by foiling the ruthless Simon Lovelace. Now 14, Nathaniel is ambitiously climbing the ranks of the magicians' government. The Prime Minister himself has placed Nathaniel in charge of capturing the Resistance, a group of unruly commoners working to undermine the magicians' empire. But after several failed attempts, Nathaniel is forced to admit he can't do it alone.

A knight at last, Alanna of Trebond heads out to seek adventure in the desert of Tortall. Captured by desert tribesmen, she is forced to prove herself in a magical duel to the death. But her real challenge doesn't come until after she wins. As the first female shaman, Alanna must fight to change the ancient traditions of the stubborn desert tribes, for their own sake and for the sake of all Tortall.

In July 1995, San Jose Mercury-News reporter Gary Webb found the Big One - the blockbuster story every journalist secretly dreams about - without even looking for it. A simple phone call concerning an unexceptional pending drug trial turned into a massive conspiracy involving the Nicaraguan Contra rebels, L.A. and Bay Area crack cocaine dealers, and the Central Intelligence Agency.

Innovation expert Ted Dintersmith took an unprecedented trip across America, visiting all 50 states in a single school year. He originally set out to raise awareness about the urgent need to reimagine education to prepare students for a world marked by innovation, but America's teachers one-upped him. He met teachers in ordinary settings doing extraordinary things. Capturing bold ideas from teachers and classrooms across America, What School Could Be provides a realistic, and profoundly optimistic, roadmap for creating cultures of innovation and real learning in all our schools.

As a scientist, you are a professional writer: your career is built on successful proposals and papers. Success isn't defined by getting papers into print, but by getting them into the reader's consciousness. Writing Science is built upon the idea that successful science writing tells a story. It uses that insight to discuss how to write more effectively.

Have you heard that language is violence and that science is sexist? Have you read that certain people shouldn't practice yoga? Or been told that being obese is healthy, that there is no such thing as biological sex, or that only White people can be racist? Are you confused by these ideas, and do you wonder how they have managed to challenge the logic of Western society? In this probing volume, Helen Pluckrose and James Lindsay document the evolution of the dogma that informs these ideas, from its coarse origins in French postmodernism to its refinement within activist academic fields.

A survey of the quirks and quandaries of the English language, focusing on our strange and wonderful grammar. Why do we say "I am reading a catalog" instead of "I read a catalog"? Why do we say "do" at all? Is the way we speak a reflection of our cultural values? Delving into these provocative topics and more, Our Magnificent Bastard Tongue distills hundreds of years of fascinating lore into one lively history.

Take one bored princess. Make her the seventh daughter in a very proper royal family. Have her run away. Add one powerful, fascinating, dangerous dragon. Princess Cimerone has never met anyone (or anything) like the dragon Kazul. But then, she's never met a witch, a jinn, a death-dealing talking bird or a stone prince either. Princess Cimerone ran away to find some excitement. She's found plenty.

Far too often, public discussion of science is carried out by journalists, voters, and politicians who have received their science secondhand. The Story of Western Science shows us the joy and importance of reading groundbreaking science writing for ourselves and guides us back to the masterpieces that have changed the way we think about our world, our cosmos, and ourselves.

The true story of a young teacher attempting to change lives in a troubled educational system. According to Ilana Garon, popular books and movies are inundated with the myth of the "hero teacher" - the one who charges headfirst into dysfunctional inner-city schools like a firefighter into an inferno, bringing the student victims to safety through a combination of charisma and innate righteousness. The students are then "saved" by the teacher’s idealism, empathy, and faith. This is not that type of book....

Discover the secret to flourishing in an age of division: belonging. In a world filled with discord and loneliness, finding harmony and happiness can be difficult. But what if the key to unlocking our potential lies in this deceptively simple concept? Belonging is the feeling of being a part of a group that values, respects, and cares for us—a feeling that we can all cultivate in even the smallest corners of social life.

The tragedy of our Indian policies demands reexamination immediately - not only because they make the lives of millions of American citizens harder and more dangerous - but also because they represent a microcosm of everything that has gone wrong with modern liberalism. They are the result of decades of politicians and bureaucrats showering a victimized people with money and cultural sensitivity instead of what they truly need-the education, the legal protections, and the autonomy to improve their own situation.

We live in an incredible period in history. The computer revolution may be even more life-changing than the Industrial Revolution. We can do things with computers that could never be done before, and computers can do things for us that could never be done before. But our love of computers should not cloud our thinking about their limitations. The AI Delusion explains why we should not be intimidated into thinking that computers are infallible, that data-mining is knowledge discovery, and that black boxes should be trusted.

Beginning with the story of a simple burglary at Democratic headquarters and then continuing with headline after headline, Bernstein and Woodward kept the tale of conspiracy and the trail of dirty tricks coming - delivering the stunning revelations and pieces in the Watergate puzzle that brought about Nixon's scandalous downfall. Their explosive reports won a Pulitzer Prize for The Washington Post and toppled the president. This is the book that changed America.