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.
DIPLOMA IN MACHINE LEARNING
[Note: The program comes in two formats: weekday format for fresh graduates and weekend format for working professionals.]
COURSE DESCRIPTION (Course Type - Diploma)
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
· 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
Assignments Students will receive timely assignment related with course topics.
Attendance Policy 85%
Instructor Feedback One can directly report about the feedback of instructor.