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The Hundred-page Machine Learning Book
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
Grokking Deep Learning
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advanceme...
Grokking Deep Reinforcement Learning
Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems. This book combines annotated Python code with intuitive explanations to explore DRL techniques. You’ll see how algorithms function and learn to develop your own DRL agents using evaluative feedback. Summary We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. Grokking Deep Reinforcement Learning in...
Approaching (Almost) Any Machine Learning Problem
This is not a traditional book. The book has a lot of code. If you don't like the code first approach do not buy this book. Making code available on Github is not an option. This book is for people who have some theoretical knowledge of machine learning and deep learning and want to dive into applied machine learning. The book doesn't explain the algorithms but is more oriented towards how and what should you use to solve machine learning and deep learning problems. The book is not for you if you are looking for pure basics. The book is for you if you are looking for guidance on approaching machine learning problems. The book is best enjoyed with a cup of coffee and a laptop/workstation wher...
SMALL TOWN JUSTICE
"Small Town Justice continues the story of Jane O'brien, who faces the ongoing dilemma of chasing justice for murdered teen, Brodie Mason. She returns to the seaside community of Preston Town on Tasmania's east coast where, several months ago, she discovered the girl's body and became caught up in the subsequent police investigation."--Back cover.
Outrage in the Age of Reform
In the 1830s, as Britain navigated political reform to stave off instability and social unrest, Ireland became increasingly influential in determining British politics. This book is the first to chart the importance that Irish agrarian violence – known as 'outrages' – played in shaping how the 'decade of reform' unfolded. It argues that while Whig politicians attempted to incorporate Ireland fully into the political union to address longstanding grievances, Conservative politicians and media outlets focused on Irish outrages to stymie political change. Jay R. Roszman brings to light the ways that a wing of the Conservative party, including many Anglo-Irish, put Irish violence into a wider imperial framework, stressing how outrages threatened the Union and with it the wider empire. Using underutilised sources, the book also reassesses how Irish people interpreted 'everyday' agrarian violence in pre-Famine society, suggesting that many people perpetuated outrages to assert popularly conceived notions of justice against the imposition of British sovereignty.
The Age Annual
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