Data Science Machine Learning and Artificial Intelligence programme
Online
40 Weeks
2,04,999 INR
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Compare Quick Facts
Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
---|
English | Self Study, Virtual Classroom | Video and Text Based |
Courses and Certificate Fees
Certificate Availability | Certificate Providing Authority |
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yes | IIM Kozhikode |
The Syllabus
- Data Analytic Thinking
- Data Analysis with Excel
- Data Analysis with Python
Types of
- Data Analytics Data Modelling: Predictive Modelling
- Data Modelling: Fitting a Model
- Data Clustering: Hierarchical Clustering
- Data Clustering: Introduction
- Association and Co-occurrences: Items that go together
- Association and Co-occurrences: Measuring Surprises
- Project Brief and Course Summary
- Machine Learning Concepts
- Probability and Statistics in Machine Learning
- Data Preparation
- Model and Model Building
- Python for Machine Learning - I
- Python for Machine Learning - II
- Supervised Learning Techniques
- Regression
- Advanced Classification Techniques
- Unsupervised Learning – Clustering
- Artificial Intelligence (AI): An Overview
- Automation and AI-based Automation
- Neural Networks
- Deep Learning: Concepts and Applications
- Reinforcement Learning
- NLP and Text Analytics
- Conversational Systems
- Recommender Systems
- Evolutionary Computing Methods for Classification
and Clustering
- Generative Adversarial Networks
- AI: Opportunities and Implementation Strategy
- Project Brief and Course Summary
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