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Advanced Machine Learning Algorithms

Mr. Rajesh Sen is a seasoned professional with a Master of Computer Applications degree and over 14 years of extensive experience in the fields of Data Science, Machine Learning, Data Visualization, and Project Management. His expertise lies in leveraging data-driven insights to drive business growth and innovation. Rajesh’s proficiency in Data Science and Machine Learning allows him to develop advanced models and algorithms that uncover valuable patterns in data, enabling companies to make informed decisions. Throughout his career, Rajesh has successfully led numerous highimpact projects, demonstrating his strong analytical skills and strategic thinking. He has a proven track record of delivering innovative solutions that address complex business challenges, making him a valuable asset to any organization

Er. Jas Desai is an emerging thought leader in the field of Data science and Artificial intelligence, with a remarkable academic foundation from Indian Institute of Technology – IIT Jodhpur in Data Science and Engineering with a minor in Artificial Intelligence. Jas showcases a strong professional track record in Management Consulting at ZS Associates. His expertise shines in Strategy & Growth Projects where analytics initiatives are key enablers in driving innovation and solving business problems. Jas has a talent for leveraging advanced machine learning and Generative AI models to significantly enhance revenue growth for his clients. He has developed multiple MVP prototypes using AutoML and Gen.AI which has enabled him to scale products throughout the client organizations. His white paper publications and research in technical journals establish him as an influential voice in the field of Data & AI. Jas’s dedication to excellence is reflected in his rapid career progression and contribution in the field of Strategy & Analytics – His broad range of competencies, from being an Omnichannel analytics & Strategy expert to Price optimization, personalization, and loyalty programs, underscores his versatility and readiness to lead in the ever-evolving digital landscape.

Er. Hardik Sharma is a researcher Scholar, with a strong focus in advancing machine learning algorithms. During his tenure at IIT Jodhpur, Hardik completed his post graduation degree in Data Engineering, specializing in Data Science and Generative A.I. His research interests center around the development and optimization of machine learning models, with a particular emphasis on their applications in real-world scenarios. Hardik has been actively involved in research projects that push the boundaries of data science, contributing valuable insights and innovative solutions to the field. His work at IIT reflects his commitment to advancing the frontier of machine learning and data engineering.

Er. Shiva Vashishtha is a Data Science professional with a passion for cutting-edge machine-learning algorithms. Shiva’s academic journey took him through IIT Jodhpur, where he completed his Postgraduate in Data Engineering with a focus on Data Science and Generative A.I. His professional expertise, gained at Schneider Electric and Nishtya Infotech Pvt Ltd, spans SQL, Python, Power BI, and more. As an engaging public speaker, Shiva has inspired students at top institutions like IITs and NITs with his insights into data science and machine learning. Additionally, he’s committed to education accessibility, serving as the founder of the Deep Data Solutions EdTech platform, making top-level education practical and accessible for students.

Ms. Kiran Dehariya emerges as a vibrant force at the intersection of education and technology, currently shining as a Technical Trainer/Developer at Fintech Edu Solution. Specializing in Python programming, hands-on projects, and developing structured curricula encompassing ML and Data Science, she embodies a unique synergy of technical prowess and educational finesse. Ms. Kiran orchestrates classes in Python, Data Analytics, and Project Management, infusing a dynamic and holistic learning environment. In her prior stint at Reno vision Automation, she showcased adept troubleshooting skills and an unwavering commitment to seamless system integration, Ms. Kiran not only exemplifies dedication to her craft but also actively engages in transformative CSR initiatives.

 

 

 

 

 

 

 

Description

This book offers a comprehensive introduction to sophisticated machine learning algorithms, including their fundamentals, common applications, and the most current developments in the field. A number of different areas, including as deep learning, reinforcement learning, ensemble methods, and Bayesian approaches, are investigated by us. We examine fundamental ideas like as neural networks and decision trees, with an emphasis on their relevance across a variety of fields, including manufacturing, healthcare, marketing, and finance. Image recognition, natural language processing, and recommendation systems are some of the applications that are discussed here. In this article, we take a look at recent developments such as transformer topologies and deep reinforcement learning, as well as difficulties and potential future paths. In order to provide academics, practitioners, and enthusiasts with a complete resource for comprehending the ever-changing world of sophisticated machine learning algorithms, this book includes all of the necessary information.

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