CAP Ace - Data Science
Machine Learning Advanced
Introduction to AWS
Dive into DSA by mastering fundamental concepts such as arrays, linked lists, sorting algorithms, and recursion. Explore OOP principles including encapsulation, inheritance, and polymorphism to design modular and extensible code. Develop proficiency in Python's syntax and libraries to implement efficient algorithms and build robust applications. By combining DSA and OOP, you'll enhance your problem-solving skills and create scalable, maintainable code in Python.
Embark on a captivating journey into the realm of Natural Language Processing (NLP), where you'll unravel the secrets of human language using cutting-edge machine learning techniques. From deciphering sentiments and extracting valuable information to creating intelligent chatbots, NLP holds the key to unlocking the hidden treasures within vast volumes of textual data. Take your Machine Learning skills to new heights as you delve into advanced concepts like deep learning, ensemble methods, and reinforcement learning, empowering you to build intelligent systems that learn, adapt, and excel.
Module - 4