One Month International Bioinformatics Workshop on - Data Science & Machine Learning with “R”- 2023 (7 th Edition)

Registration is open for One-month Bioinformatics Workshop by DE<code>LIFE

Duration: 21 October - 17 November, 2023

Registration Link - https://decodelife.co.in

Duration: 30 hours

Fees: Rupees 1200 for Indian Participants /USD 25 for International Participants

Schedule

Date	Day	Timing	Topic
21 October, 2023	Saturday	7 PM IST	Introduction to Linux Environment
22 October, 2023	Sunday	7 PM IST	Advanced Linux commands
23 October, 2023	Monday		OFF
24 October, 2023	Tuesday		Dussehra
25 October, 2023	Wednesday	7 PM IST	Introduction to R and Data Science
26 October, 2023	Thursday	7 PM IST	Data Structures : Vectors, Matrices,List & Data-frames
27 October, 2023	Friday	7 PM IST	Data Wrangling and Cleaning : 1.Importing data into R 2.Data cleaning technique
28 October, 2023	Saturday	7 PM IST	Data Wrangling and Cleaning 1.Dealing with missing data and outliers 2.Data transformation and reshaping
29 October, 2023	Sunday		OFF
30 October, 2023	Monday	7 PM IST	Text Editing & Data Transformation : 1. Working with Character Strings 2. Regular Expressions 3.Comparing,ordering and simplifying vectors 4.Useful functions of Stringr
31 October, 2023	Tuesday	7 PM IST	Getting Biological Data from Public repositories with R
1 November, 2023	Wednesday	7 PM IST	R - programming for working with proteins
2 November, 2023	Thursday	7 PM IST	RNA seq analysis with R
3 November, 2023	Friday	7 PM IST	RNA seq analysis with R
4 November, 2023	Saturday		OFF
5 November, 2023	Sunday	7 PM IST	Introduction to Machine Learning
6 November, 2023	Monday	7 PM IST	Machine Learning With R : Regression Analysis
7 November, 2023	Tuesday	7 PM IST	Machine Learning With R : Logistic Regressions and Random Forests
8 November, 2023	Wednesday	7 PM IST	Machine Learning With R : Decision Trees & Support Vector Machines
9 November, 2023	Thursday	7 PM IST	Mini Project -1
10 November, 2023	Friday		OFF
11 November, 2023	Saturday		Deepawali
12 November, 2023	Sunday		Deepawali
13 November, 2023	Monday	7 PM IST	Dimensionality reduction using Machine learning methods
14 November, 2023	Tuesday	7 PM IST	Feature selection and extraction for Machine learning
15 November, 2023	Wednesday	7 PM IST	Machine learning for Biomarker Discovery from RNAseq datasets
			OFF
			OFF
16 November, 2023	Thursday	7 PM IST	Predictive biomarker identification using interpretative machine learning approach.
17 November, 2023	Friday	7 PM IST	Benchmarking survival predictions using statistics and machine learning