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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
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29 Aug'23, 01:28 PM
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29 Aug'23, 11:44 AM
29 Aug'23, 11:00 AM
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28 Aug'23, 01:19 PM
28 Aug'23, 12:16 PM
28 Aug'23, 12:13 PM
26 Aug'23, 11:14 AM
21 Aug'23, 07:18 AM
18 Aug'23, 11:51 AM
6 Jul'23, 07:27 AM
21 Jun'23, 12:18 PM
13 Jun'23, 09:54 AM
4 Apr'23, 11:39 AM
27 Mar'23, 07:53 AM
22 Mar'23, 12:57 PM
22 Mar'23, 11:00 AM
29 Aug'23, 01:51 PM
29 Aug'23, 01:28 PM
29 Aug'23, 12:38 PM
29 Aug'23, 11:49 AM
29 Aug'23, 11:44 AM
29 Aug'23, 11:00 AM
29 Aug'23, 10:22 AM
28 Aug'23, 01:19 PM
28 Aug'23, 12:16 PM
28 Aug'23, 12:13 PM
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