Data Science And Machine Learning Fundamentals

Data Science and Machine Learning Fundamentals course is offered by Root IT Learning Center. Hi-Tech Learning Environment to nurture the developer in you. Paperless and Clutter Free to help you concentrate on what you do.

Spacious well equipped Laboratory designed for pair programming and to facilitate code katas, code retreats, randori, and ping pongs.

Content:

• Introduction to Data Science and Machine Learning
• Python Basics
• Python Data Structures
• Advanced Python
• NumPy
• Pandas
• Data Visualization using MatPlotLib
• Statistics Fundamentals
• Data Analytics: An Overview
• Machine Learning Fundamentals
• Supervised Learning
• Unsupervised Learning
• Recommender Systems
• Classification Models
• Regression Models
• Natural Language Processing Fundamentals
• Ensemble and Advanced Machine Learning Techniques
• Introduction to Deep Learning using TensorFlow
• Deep Learning using Keras
• Capstone Project