Data Mining & Data Analytics

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M.Tech. Information Technology spln Bioinformatics, PhD Nanobioinformatics

All Classes

All Classes

Statistics Introduction

Lecture on Statistics Introduction, Definitions & Scope

Machine learning & AI

Nano Data Collection

Managing Scientific data

Challenges faced in the integration of biological information

Issues to Address While Designing a Biological Information System

Data Mining Introduction & Methods (Lecture 5-11)

Unit 2 (Lecture 12-16) Data Mining Models & Algorithms

Data Mining: Knowledge Discovery Process

Unit 5 ( 3 Lectures) Genome-Wide Association Studies

Genome-Wide Association Studies(GWAS)

Unit 3 (Lecture 17-24) Data Analytics Introduction & Concepts

Unit 4 (Lecture 25-32)Data Analytics Methods & Tools

Assignment & feedback Day1 on Value Added Course on Data Mining & Data analytics

Day 1 Lecture Value Added Course on Data Mining & Data analytics: What is Data?

Assignment & Feedback 2: Value Added Course on Data Mining & Data Analytics Topic- Information

Day 2 Lecture Value Added Course on Data Mining & Data Analytics Topic- Information

Day 3 Lecture Value Added Course on Data Mining & Data Analytics Topic- Sampling & selection: Knowledge Discovery Process

Assignment & Feedback 3 Value Added Course on Data Mining & Data Analytics Topic- Selection & Sampling

Assignment & Feedback 4 Value Added Course on Data Mining & Data Analytics Topic- Sampling & selection: A Practical Session

Day 4 Lecture Value Added Course on Data Mining & Data Analytics Topic- Practical session on Sampling & selection:

Practical Session on Selection & Sampling

Assignment & Feedback 5 Value Added Course on Data Mining & Data Analytics Topic- Descriptive Data Mining & Presentation of Data

Day 5 Lecture Value Added Course on Data Mining & Data Analytics Topic- Descriptive Data Mining & Presentation of Data

Day 6 Lecture Value Added Course on Data Mining & Data Analytics Topic- Representation of Molecule & searching in Chemical & Material database

Day 6 Lecture Value Added Course on Data Mining & Data Analytics Topic- Data Reduction & Transformation

Assignment & Feedback 6: Value Added Course on Data Mining & Data Analytics Topic- Representation of Molecule & Searching in Chemical & Material Database

Day 7 Lecture: Value Added Course on Data Mining & Data Analytics Topic- Predictive Data Mining

Day 7 Assignment & Feedback : Value Added Course on Data Mining & Data Analytics Topic- Predictive Data Mining

Day 7 Lecture: Value Added Course on Data Mining & Data Analytics Topic- Data Browsing & Transformation

Day 8 Lecture by Mr Brijendra Singh: Value Added Course on Data Mining & Data Analytics Topic- Power Query

Data Analytics

Sequence Analysis

Micro Array Data Analysis

Assignment & Feedback 1: Value Added Course on Data Mining & Data Analytics

Group B Assignment & Feedback 2: Value Added Course on Data Mining & Data Analytics

Group B Assignment & Feedback 3: Value Added Course on Data Mining & Data Analytics Topic Selection & sampling

Group B Assignment & Feedback 4: Value Added Course on Data Mining & Data Analytics Topic Practical on Selection & sampling

Group B Assignment & Feedback 5: Value Added Course on Data Mining & Data Analytics Topic Topic- Descriptive Data Mining

Assignment & Feedback 6: Value Added Course on Data Mining & Data Analytics Topic- Representation of Molecule & Searching in Chemical & Material Database

Group B Assignment & Feedback 7: Value Added Course on Data Mining & Data Analytics Topic Predictive Data Mining

Test Assignment for Group A : Value Added Course on Data Mining & Data Analytics

Test Assignment for Group B : Value Added Course on Data Mining & Data Analytics

Submit feedback to get certificate for Group A Students : Value Added Course on Data Mining & Data Analytics

List of Participants of Group A with Attendance Record

List of Participants of Group B with Attendance Record

Submit feedback to get certificate for Group B Students : Value Added Course on Data Mining & Data Analytics