Machine Learning & Data Science
Machine Learning is the current buzz in Artificial Intelligence.
Most of the companies depend on ML to do a part of their work with ease.
In this data-driven world, the knowledge of how to collect, manage and get useful results from data is a necessity. ML helps people in a wide variety of work and is a valuable skill to be learnt. It is a great plus point for productivity.
Highlights of the workshop
Classes will be taken by Industry Experts
Certificate will be issued by CDIX Innovations Pvt. Ltd. Which is a pure Industry automation Company
Learn About Supervised, Unsupervised, Reinforcement Learning
Individual attention will be given for students
All the necessary software will be provided to students
Week 1 & 2:
• Introduction to ML and the field of Data Science
• Working with datasets using Pandas & Numpy
• Data cleansing, wrangling & manipulation with Pandas
• Graphical and Numerical Data Analysis using Pandas, Matplotlib and Seaborn
• Types of problems solved in ML & industrial applications
• Regression Algorithms for predicting prices, credit & risk scores with Scikit-learn
• Clustering Algorithms for categorizing spam emails or finding breast cancer with Scikit-learn
Week 3 & 4:
• Clustering algorithms for finding similar groups in data using Scikit-learn
• Dimensionality reduction for obtaining simplicity in data and finding patterns using Scikit-learn
• Neural Networks for solving both Regression & Classification problems using Keras
• Mini-Hackathon: Each team of 3 or 4 people will work on solving a unique problem.
• Presentation of the solution by the teams
Certificate will be issued by Makers Tribe in Association with CDIX Innovations Pvt. Ltd.