DESCRIPTION

 

Join us for a comprehensive workshop on "Data Science with Python," where you'll explore the fundamentals of data analysis and machine learning using Python's versatile tools and libraries. Gain practical skills and knowledge to make informed decisions from data.

 

PREQUISITES

 

Whether you're a seasoned professional or a complete beginner, this workshop on "Data Science with Python" is open to all learners. No prior experience in AI or coding is required. To make the most of this interactive session, bring along an Internet-enabled computer with a browser and get ready to dive into the world of data science!

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AGENDA

 

1. Introduction to Data Science and Python Basics

• Welcome and workshop overview

• Introduction to data science and its applications

• Setting up the Python environment (Anaconda, Jupyter, etc.)

• Python basics: data types, variables, and operators

2. Working with Data in Python

• Working with data using NumPy and Pandas

• Data manipulation and exploration using Pandas

3. Data Visualization and Exploratory Data Analysis

• Data visualization with Matplotlib and Seaborn

• Creating insightful plots and charts

• Visualizing patterns and trends in data

4 Introduction to Machine Learning

• Overview of machine learning and its types

• Building a simple machine learning model with Scikit-learn

• Evaluating model performance and selecting metrics

5. Closing (10-15 minutes)

• Q&A session

• Workshop conclusion and key takeaways