Practical Python for Machine Learning (From Zero to Hero in Python)

Parthi


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Description:

In this workshop, we will help you get started learning how to code in Python, one of the most popular and in-demand languages in use today. This workshop covers the key Python skills you will need so you can start using Python for machine learning. The workshop is ideal for: Those who wants to add Python to their repertoire or level up their basic Python skills. Aspiring programmers who are learning their first programming language In this workshop you will learn the fundamentals of Python primarily through a series of coding exercises guided by the instructor. Participants will learn about the foundational underpinnings of Python as well as how to put that knowledge to the test with practical exercises. Along the way, you will also be introduced to a number of fundamental programming concepts, like variables and functions. The lessons will be hands-on, with byte-sized problems to solve along the way. The overall goal will be to help you kick-start your programming or Python journey, and show you just how fun and rewarding it can be.

Prerequisites:

Have the Python, Pandas, Matplotlib, Pip, Jupyter Notebook and SKlearn installed in their laptop. Handle Jupyter Notebook

Video URL:

https://www.youtube.com/watch?v=brzyaKk2Fko

Content URLs:

https://www.slideshare.net/Haxel/icic-2017-the-next-era-deep-learning-for-biomedical-research

Participants who take this workshop will be able to: Use Python to import and process data Work with libraries and APIs in Python Use Python libraries to create charts and graphs Describe artificial intelligence and machine learning at a high level Use Scikit Learn and python to perform machine learning tasks

Speaker Info:

Parthiban Srinivasan holds dual Masters Degree- one in Science and the other in Engineering. Then, PhD in Computational Chemistry from Indian Institute of Science, Bangalore. After his PhD, he continued research at NASA Ames Research Center (USA) and Weizmann Institute of Science (Israel). Then he worked at AstraZeneca in the area of Computer Aided Drug Design for Tuberculosis. Later, he headed informatics business units in Jubilant Biosys and then in GvkBio before he floated the company, Parthys Reverse Informatics. Now his recent venture is VINGYANI, a data science company, with a focus on AI guided drug design and health.

Now, Parthi is also serving as Adjunct Faculty at Indian Institute of Science Education and Research (IISER) Bhopal, teaching Artificial Intelligence.

Speaker Links:

https://www.youtube.com/watch?v=RyDUaHQ6KIc

https://www.youtube.com/watch?v=n8oVgiUWgdI&feature=emb_logo

https://consultinginsight.in/artificial-intelligence/artificial-intelligence-transforming-the-future-of-the-pharmaceutical-industry

http://www.bio-itworld.com/2010/issues/jul-aug/parthys.html

Section: Data Science, Machine Learning and AI
Type: Workshop
Target Audience: Beginner
Last Updated: