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The Time-Tested, Battle-Hardened Guide for Artificial Intelligence Startups, AI Engineers and Data Scientists
出版Independently Published, 2020-06-06
主題Computers / Artificial Intelligence / General
ISBN9798651606122
URLhttp://books.google.com.hk/books?id=Jb-TzQEACAAJ&hl=&source=gbs_api
註釋"If the ladder is not leaning against the right wall, every step we take just gets us to the wrong place faster."- Stephen CoveyArtificial Intelligence (AI) which was only famous among academic researchers a few years ago, has now become a household term. It has also become the most trending industrial phrase in this decade that every company regardless of the size, tries to claim that they utilize AI in one way or another. However, recent studies show that the majority, about 96%, of AI-based companies do not make any profit, use AI in an unsustainable manner, or use the term AI just to attract investors. This negative trend is slowly making AI a reason for a future coming bubble-burst. Effective AI is a practical guide for AI startups and AI enthusiasts to build AI systems and startups effectively to make sure they are sustainable, profitable and fruitful. If you want to implement AI in your startup or in your already established company, this book will be your best companion to get the right advice at the right time, which will save you from failures. As simply told, this will make sure your ladder is always leaning against the right wall making sure every step you take in AI space is taking you to the correct place safer and faster. This book does not overload you with technical details on AI. Instead, we focus on building a framework and a guide on which you can rely to build successful AI startups and systems. Written by two experts in AI who collectively have more than fourteen years of experience in both industrial and academic AI experience, and studies conducted on more than 40 AI startups, this book will cater for both industrial as well as independent research labs to implement AI in a sustainable fashion leading to profitability. What is covered in this book?-Difference between AI and Effective AI.-What makes an Effective AI system?-Some common myths and misbeliefs which lead to startup failures-Talent management in AI companies-Building and maintaining a great culture-AI project management-How and why we should empower remote work?-Research and Development in AI startups-An easy to follow effective data science process for AI startups-MLOps: How to use DevOps in AI startups-Sustainable capital raises and series funding for AI startupsWho is this book for?-AI startups founders-Investors who focus mainly on AI companies-AI engineers-Data scientists-MLOps engineers-Consultants, advisors and educators-Entrepreneurs who want to explore opportunities in AI