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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 |
|---|---|
| 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
Instructors
Articles
19 Dec'24, 09:48 AM
19 Dec'24, 06:44 AM
17 Dec'24, 12:40 PM
17 Dec'24, 04:01 AM
17 Dec'24, 03:43 AM
16 Dec'24, 12:25 PM
16 Dec'24, 11:46 AM
13 Dec'24, 12:28 PM
13 Dec'24, 09:28 AM
6 Dec'24, 04:30 AM
4 Dec'24, 03:15 AM
29 Nov'24, 06:03 AM
19 Nov'24, 10:59 AM
2 Nov'24, 06:52 AM
11 Oct'24, 06:01 AM
13 Mar'24, 06:24 AM
29 Feb'24, 06:05 AM
27 Feb'24, 10:32 AM
13 Feb'24, 06:25 AM
19 Dec'24, 09:48 AM
19 Dec'24, 06:44 AM
17 Dec'24, 12:40 PM
17 Dec'24, 04:01 AM
17 Dec'24, 03:43 AM
16 Dec'24, 12:25 PM
16 Dec'24, 11:46 AM
13 Dec'24, 12:28 PM
13 Dec'24, 09:28 AM
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