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DIPLOMA IN MACHINE LEARNING

ICT Course Duration: 3 Weeks

This Diploma Program in Data Science & Machine Learning has been developed by industry experts to help you learn the basics of Data Science from scratch and build ML models to generate useful business insights and predictions. It has been designed for fresh graduates and working professionals looking to build their career in Data Science.

Fee - Rs. 6000/-

[Note: The program comes in two formats: weekday format for fresh graduates and weekend format for working professionals.]

COURSE DESCRIPTION (Course Type - Diploma)

COURSE LEARNING

Upon completion of this course, you will be able to:

MODULE 1 - PYTHON PROGRAMMING

Introduction to programming and Python Data types | Operators |Expressions | Conditionals | Loops | Functions | Recursion | OOPS Concepts Data Structures | Numpy | Pandas | Error Handling | Scikit-learn library

MODULE 2 – Data Analysis

Introduction to EDA | Deal with missing data |Data Cleaning | Data visualization

MODULE 3 - MACHINE LEARNING

Introduction to Supervised Learning and Unsupervised Learning | Linear Regression | Logistic Regression | | Decision Trees and Random Forest | Support Vector Machines (SVM) | K-Means Clustering | Hierarchical Agglomerative Clustering

MODULE 4 - DEEP LEARNING

Introduction to Deep Neural Network


Course Project

·         Hand written digits CLASSIFICATION

·         HOUSE PRICE PREDICTION


Course Duration and Learning pattern

Duration of Certificate – 3 Week

Classes’ distribution – 50% Theory Classes and 50% Implementation


Key Highlights

Assignments Students will receive timely assignment related with course topics.

          Attendance Policy 85%

          Instructor Feedback One can directly report about the feedback of instructor.