Machine Learning : Concepts, Methodologies, Tools and Applications 3 volume set

Machine Learning : Concepts, Methodologies, Tools and Applications 3 volume set

Price : 399.99

Ends on : N/A

View on eBay
Machine Learning: Concepts, Methodologies, Tools and Applications – 3 Volume Set

Machine learning has become an integral part of modern technology, with applications ranging from self-driving cars to personalized recommendations on streaming platforms. In this comprehensive 3-volume set, we delve into the foundational concepts, methodologies, tools, and practical applications of machine learning.

Volume 1: Foundations of Machine Learning
– Introduction to machine learning and its significance in today’s world
– Overview of different types of machine learning algorithms, including supervised, unsupervised, and reinforcement learning
– Exploring key concepts such as feature engineering, model evaluation, and bias-variance tradeoff
– Case studies and real-world examples to illustrate the principles discussed

Volume 2: Methodologies and Tools in Machine Learning
– In-depth exploration of popular machine learning frameworks and libraries, such as TensorFlow, scikit-learn, and PyTorch
– Hands-on tutorials on data preprocessing, model training, and evaluation using these tools
– Advanced topics like deep learning, neural networks, and natural language processing
– Best practices for model deployment and scaling in production environments

Volume 3: Applications of Machine Learning
– Practical applications of machine learning in various industries, including healthcare, finance, and e-commerce
– Case studies on image recognition, fraud detection, and personalized recommendations
– Ethical considerations and challenges in deploying machine learning systems
– Future trends and emerging technologies in the field of machine learning

Whether you’re a beginner looking to understand the basics of machine learning or an experienced practitioner seeking to explore advanced techniques and applications, this 3-volume set is your go-to resource for all things machine learning. Dive in and uncover the endless possibilities that machine learning has to offer.
#Machine #Learning #Concepts #Methodologies #Tools #Applications #volume #set,machine learning: an applied mathematics introduction