Learning Science

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.

Coming home from the war in Iraq, US Army private Roy Scranton thought he'd left the world of strife behind. Then he watched as new calamities struck America, heralding a threat far more dangerous than ISIS or al-Qaeda: Hurricane Katrina, Superstorm Sandy, megadrought - the shock and awe of global warming. Our world is changing. Rising seas, spiking temperatures, and extreme weather imperil global infrastructure, crops, and water supplies. Conflict, famine, plagues, and riots menace from every quarter.

There is an unaddressed Black mental health crisis in our world today. In The Unapologetic Guide to Black Mental Health, psychologist Reeda Walker offers a comprehensive guide to help African Americans combat stigma, increase awareness around mental illness, practice emotional wellness, and get the best care possible for Black people in an unequal system.

The strong races rule the galaxy, doing as they please. The weak are enslaved or driven from their homeworlds or simply exterminated by the ruling powers. The Solar Union's only hope of survival is to master GalTech and improve upon it before the Galactics realize the human race is no longer trapped on a primitive world, at the mercy of any spacefaring race who stumbles across it. But GalTech keeps its secrets close, and time is not on humanity's side.

In the tradition of Dale Russakoff's The Prize and Dana Goldstein's The Teacher Wars, Wexler brings together history, research, and compelling characters to pull back the curtain on this fundamental flaw in our education system - one that fellow reformers, journalists, and policymakers have long overlooked, and of which the general public, including many parents, remains unaware.

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.

Law schools used to teach students how to think critically, advance logical arguments, and respect opponents. Now, those students cannot tolerate disagreement and reject the validity of the law itself. And yet, rioting Ivy Leaguers are the same people who will hold important government positions, fight constitutional lawsuits, and advise Fortune 500 companies. In Lawless, Ilya Shapiro explains how we got here and what we can do about it. The problem is bigger than radical students and biased faculty—it’s institutional weakness.

Visible Learning Guide to Student Achievement critically examines the major influences shaping student achievement today. A revision of the International Guide to Student Achievement, this updated edition provides listeners with a more accessible compendium of research summaries—with a particular focus on the school sector.

You can be incredibly productive with Azure without mastering every feature, function, and service. Learn Azure in a Month of Lunches, Second Edition gets you up and running quickly, teaching you the most important concepts and tasks in 21 practical bite-sized lessons. As you explore the examples, exercises, and labs, you'll pick up valuable skills immediately and take your first steps to Azure mastery! This fully revised new edition covers core changes to the Azure UI, new Azure features, Azure containers, and the upgraded Azure Kubernetes Service.

Written in Greek by an intellectual Roman emperor without any intention of publication, the Meditations of Marcus Aurelius offer a wide range of fascinating spiritual reflections and exercises developed as the leader struggled to understand himself and make sense of the universe. Spanning from doubt and despair to conviction and exaltation, they cover such diverse topics as the question of virtue, human rationality, the nature of the gods and Aurelius's own emotions.

Why America's sons are underachieving, and what we can do about it. Something is happening to boys today. From kindergarten to college, American boys are, on average, less resilient and less ambitious than they were a mere 20 years ago. The gender gap in college attendance and graduation rates has widened dramatically. In Boys Adrift, Dr. Leonard Sax delves into the scientific literature and draws on more than 20 years of clinical experience to explain why boys and young men are failing in school and disengaged at home.

There's nothing more frustrating than watching your bright, talented son or daughter struggle with everyday tasks like finishing homework, putting away toys, or following instructions at school. Your "smart but scattered" child might also have trouble coping with disappointment or managing anger. Drs. Peg Dawson and Richard Guare have great news: There's a lot you can do to help.

Developers and programmers are amongst the highest paid professions in the world, and according to the US Bureau of Labor Statistics, the number of jobs for software and app developers will increase by a shocking 24 percent in the next few years. In 2019, the tech industry posted 4.6 million job openings in the US job market, and their direct economic output was estimated at 1.9 trillion dollars.

Learn Linux Quickly takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way, you'll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching, and more. In addition to that practical knowledge, we reveal the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix mainframes of yore.

The science on climate change has been clear for a very long time now. Yet despite decades of appeals, mass street protests, petition campaigns, and peaceful demonstrations, we are still facing a booming fossil fuel industry, rising seas, rising emission levels, and a rising temperature. With the stakes so high, why haven't we moved beyond peaceful protest? In this lyrical manifesto, noted climate scholar (and saboteur of SUV tires and coal mines) Andreas Malm makes an impassioned call for the climate movement to escalate its tactics in the face of ecological collapse.

In a society where raging narcissism dominates the moral landscape, the virtue of humility is often dismissed as irrelevant. Not only is humility vanishing from contemporary culture, but we are also witnessing how destructive a lack of humility has become among our churches and ministry leaders. And yet, Richard Foster, the founder of Renovare, insists that humility is central to the journey toward character formation and spiritual transformation. For this reason he decided to spend a year studying the virtue of humility.

Unlock the Power of Generative AI: Master Creativity, Deep Learning, and Advanced AI in One Essential Collection! Are you ready to revolutionize your creativity, career, and understanding of artificial intelligence? Whether you're an absolute beginner or looking to sharpen your AI expertise, this book collection takes you on a transformative journey through the world of Generative AI, Deep Learning, and Neural Networks. Discover How AI Can Save You Time, Enhance Creativity, and Propel Your Career Forward!

In the wake of Earth's collapse into chaos, Captain Hoshiko Stuart made the mistake of speaking her mind - and was exiled six months from Sol to a naval base in an unexplored and uncontacted sector. Placed in command of a single squadron of starships, she expected nothing but boredom. But when she discovers an alien race threatening to exterminate all other races within the sector, Hoshiko and her squadron are drawn into a war to stop them.

The ability to hack AI and the technology industry's lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. Hacking Artificial Intelligence sheds light on these hacking risks, explaining them to those who can make a difference. This book is the first-ever layman's guide to the new world of hacking AI and introduces the field to thousands of people who should be aware of these risks. From a security perspective, AI is today where the internet was thirty years ago. It is wide open and can be exploited.

Informatics is a multidisciplinary field that focuses on the study, design, and application of information technology to solve problems in various domains. It combines elements of computer science, information science, and information technology to process and analyze data efficiently. Informatics is particularly concerned with how data is transformed into information and knowledge, and how this information is communicated and managed in different contexts. It spans a wide range of areas, including health informatics, bioinformatics, business informatics, and social informatics, each ...