Download or read book Approaching Almost Any Machine Learning Problem written by Abhishek Thakur and published by Abhishek Thakur. This book was released on 2020-07-04 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 where you can code along. Table of contents: - Setting up your working environment - Supervised vs unsupervised learning - Cross-validation - Evaluation metrics - Arranging machine learning projects - Approaching categorical variables - Feature engineering - Feature selection - Hyperparameter optimization - Approaching image classification & segmentation - Approaching text classification/regression - Approaching ensembling and stacking - Approaching reproducible code & model serving There are no sub-headings. Important terms are written in bold. I will be answering all your queries related to the book and will be making YouTube tutorials to cover what has not been discussed in the book. To ask questions/doubts, visit this link: https://bit.ly/aamlquestions And Subscribe to my youtube channel: https://bit.ly/abhitubesub
Download or read book Klara and the Sun written by Kazuo Ishiguro and published by Vintage. This book was released on 2021-03-02 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • Once in a great while, a book comes along that changes our view of the world. This magnificent novel from the Nobel laureate and author of Never Let Me Go is “an intriguing take on how artificial intelligence might play a role in our futures ... a poignant meditation on love and loneliness” (The Associated Press). • A GOOD MORNING AMERICA Book Club Pick! Here is the story of Klara, an Artificial Friend with outstanding observational qualities, who, from her place in the store, watches carefully the behavior of those who come in to browse, and of those who pass on the street outside. She remains hopeful that a customer will soon choose her. Klara and the Sun is a thrilling book that offers a look at our changing world through the eyes of an unforgettable narrator, and one that explores the fundamental question: what does it mean to love?
Download or read book Electric Machines written by Hamid A. Toliyat and published by CRC Press. This book was released on 2017-12-19 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: With countless electric motors being used in daily life, in everything from transportation and medical treatment to military operation and communication, unexpected failures can lead to the loss of valuable human life or a costly standstill in industry. To prevent this, it is important to precisely detect or continuously monitor the working condition of a motor. Electric Machines: Modeling, Condition Monitoring, and Fault Diagnosis reviews diagnosis technologies and provides an application guide for readers who want to research, develop, and implement a more effective fault diagnosis and condition monitoring scheme—thus improving safety and reliability in electric motor operation. It also supplies a solid foundation in the fundamentals of fault cause and effect. Combines Theoretical Analysis and Practical Application Written by experts in electrical engineering, the book approaches the fault diagnosis of electrical motors through the process of theoretical analysis and practical application. It begins by explaining how to analyze the fundamentals of machine failure using the winding functions method, the magnetic equivalent circuit method, and finite element analysis. It then examines how to implement fault diagnosis using techniques such as the motor current signature analysis (MCSA) method, frequency domain method, model-based techniques, and a pattern recognition scheme. Emphasizing the MCSA implementation method, the authors discuss robust signal processing techniques and the implementation of reference-frame-theory-based fault diagnosis for hybrid vehicles. Fault Modeling, Diagnosis, and Implementation in One Volume Based on years of research and development at the Electrical Machines & Power Electronics (EMPE) Laboratory at Texas A&M University, this book describes practical analysis and implementation strategies that readers can use in their work. It brings together, in one volume, the fundamentals of motor fault conditions, advanced fault modeling theory, fault diagnosis techniques, and low-cost DSP-based fault diagnosis implementation strategies.
Download or read book The Aeroplane written by and published by . This book was released on 1913 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of the Annual Meeting written by New York State Agricultural Society and published by . This book was released on 1861 with total page 923 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Internal Revenue Acts of the United States 1909 1950 written by Bernard D. Reams (Jr.) and published by . This book was released on 1979 with total page 2056 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Bulletin of the United States Bureau of Labor Statistics written by and published by . This book was released on 1961 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book From Curlers to Chainsaws written by Joyce Dyer and published by MSU Press. This book was released on 2016-02-01 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: The twenty-three distinguished writers included in From Curlers to Chainsaws: Women and Their Machines invite machines into their lives and onto the page. In every room and landscape these writers occupy, gadgets that both stir and stymie may be found: a Singer sewing machine, a stove, a gun, a vibrator, a prosthetic limb, a tractor, a Dodge Dart, a microphone, a smartphone, a stapler, a No. 1 pencil and, of course, a curling iron and a chainsaw. From Curlers to Chainsaws is a groundbreaking collection of lyrical and illuminating essays about the serious, silly, seductive, and sometimes sorrowful relationships between women and their machines. This collection explores in depth objects we sometimes take for granted, focusing not only on their functions but also on their powers to inform identity. For each writer, the device moves beyond the functional to become a symbolic extension of the writer’s own mind—altering and deepening each woman’s concept of herself.
Download or read book The Iron Age written by and published by . This book was released on 1903 with total page 2274 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Popular Science written by and published by . This book was released on 1927-03 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.
Download or read book The J J Little Book of Types Specimen Pages and Book Papers written by J.J. Little and Ives Company and published by . This book was released on 1923 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cassier s Magazine written by and published by . This book was released on 1907 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Iron Trade Review written by and published by . This book was released on 1902 with total page 1688 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Hearings written by United States. Congress. House and published by . This book was released on 1953 with total page 2522 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Department of Labor Federal Security Agency Appropriations for 1954 written by United States. Congress. House. Appropriations and published by . This book was released on 1953 with total page 1168 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Electric Power written by and published by . This book was released on 1895 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt:
