Machine Learning

Machine Learning is going to shape the future. It is of urgent importance that people aspiring to work in niche roles in IT industry to acquire relevant skills for machine learning and get ahead in learning curve.

The InterfaceTM has been continuously focusing on the next frontier of growth in industry and currently has immense expertise across Business Analytics, Data Science, Big Data, Machine Learning, Artificial Intelligence, Deep Learning, Cloud Computing (AWS, Azure and GCP) and more.

The InterfaceTM has expert trainers will global experience in machine learning. These trainings are job-oriented programs with strong focus on quality, practical and 100% placement assistance.

Training Inclusions:

• Training from Industry Expert
• Study Material
• Hands-on Lab
• Training completion certificate
• 100% Placement Assistance

Pre-requisite:

• Knowledge in Programming in any traditional programming language like C, C++, Java
• Preferably knowledge in Python
• Install Python, Anaconda with Jupyter as the preferred IDE

Topics Covered:

• Introduction to Machine Learning and Artificial Intelligence
• Supervised and Unsupervised learning, a peek into Reinforcement Learning
• Real life use-cases - the latest trends.
• Understanding participant’s knowledge in AI,ML
• Introduction to ‘Python’ & 'R' – overview of basic programming for AI, ML
• Hands On - basic data structures in R, Python
• Emphasis on Python hands on for AI, ML
• Data pre-processing exercise

Syllabus:

• Assignment 1: Prepare the data for Machine Learning
• Introduction to Regression and Classification
• Concepts of Overfitting, Regularization
• Different ML models - Decision Trees, Naive Bayes, k-NN
• Hands on of the above models in Python
• Assignment 2: Classification algorithm in Python