Workshop on "Python For Data science"

This introduction to Python and DSAI will kickstart your learning of Python for data science, as well as programming in general. Learn to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

Modules to be covered in the workshop

Day 1: 28th January 2023 (Saturday)

Module 1 - Python Basics 

• Your first program
• Types
• Expressions and Variables
• String Operations

Module 2 - Python Data Structures

• Lists and Tuples
• Sets
• Dictionaries

Module 3 - Python Programming Fundamentals

• Conditions and Branching
• Loops
• Functions
• Objects and Classes

Module 4 - Working with Data in Python

• Reading files with open
• Writing files with open
• Loading data with Pandas
• Working with and Saving data with Pandas

Day 2: 29th January 2023 (Sunday)

Module 5 - Working with Numpy Arrays and Simple APIs

• Numpy 1D Arrays
• Numpy 2D Arrays
• Simple APIs
• API Setup

Module 6 - Machine Learning 101

• Regression - How to do it with python & the math behind
• Classification - How to do it with python & the math behind

Module 7 - Kaggle Notebooks, Datasets and Competitions

• Project 1 - Learn to work with financial data - From Zero to a deployed Model - "Prediction of stock market movements"
• Project 2 - Learn to work with medical data - "Prediction of tumour"

Module 8 - Basics of Neural Networks

• Basics of CNN - Designing a Cat/Dog photo classifier without using any library from scratch

Desired Outcomes

1. Learn the basics of python, learn Object Oriented Programming and cognitive skills to solve a particular problem.
2. Learn the basics of data science, understand how data is viewed commercially and how models are made.
3. Understand the Supervised Learning Algorithms.
4. Learn how an artificial brain looks like, the basics of Neural Networks

Extras

1. Get a verified certificate of participation
2. Get free resources and roadmaps
3. Get after event worksheet to do the hands-on
4. A community to answer your queries
5. Get an opportunity for "Software Developer Intern 6 months with Presear Softwares PVT LTD", upon successfully completing the program [Interns get INR 25000 - INR 40000 per month]
6. Free E-Book Giveaway - A beginner's Guide to Python

Learn about the speaker

Abhijit Tripathy, Executive Director of Presear Softwares PVT LTD, is an author, entrepreneur, researcher and someone who has been involved with the development of Python programming language as an open-source tool for promoting scalable software solutions. He also holds the position of Senior Business Development Executive in Prodigal AI PTY LTD, an Australian AI company working in Computer Vision, AI, Blockchain, Fintech and Drone Intelligence.

Abhijit has authored 2 books in Computer Science and Engineering and holds three published patents in Indian Patent Journal and one internationally published research paper. Having 7 startup awards in his name, Abhijit has proved himself to be a capable software developer as well as an entrepreneur.

He is a KaggleX BIPOC Mentor, Speaker and Top 100 Future Leaders of India.

Learn More About Him

GitHub - https://github.com/Abhijit2505 

LinkedIn - https://www.linkedin.com/in/abhijit-tripathy/ 

ResearchGate - https://www.researchgate.net/profile/Abhijit-Tripathy-2 

Corporate Partners