Data Science with Python: A Hands-on Approach

Webinar By Amudha

Abstract

This webinar will introduce participants to the fundamentals of data science, with a hands-on focus using Python. Participants will learn essential data manipulation, visualization, and analysis techniques, utilizing popular Python libraries such as Pandas, Matplotlib, and Scikit-learn. The session is designed to offer practical insights, enabling attendees to apply Python to real-world data science problems effectively.

Whether you're just starting in data science or looking to sharpen your skills, this webinar provides a comprehensive introduction, helping you build a strong foundation in Python-based data analysis and machine learning

Watch Webinar

Date: April 10th, 2025

Time: 4:30 PM – 5:30 PM

Speaker: Ms. Amudha Adhirai    

 

Agenda

  • Overview of Data Science & Its Importance
  • Python for Data Science (15 min):
  • Python libraries: NumPy, Pandas, Matplotlib
  • Hands-on: Loading & exploring datasets
  • Data Preprocessing & EDA (20 min):
  • Handling missing values, outliers
  • Data transformation & visualization
  • Introduction to Machine Learning (20 min):
  • Supervised vs Unsupervised Learning
  • Hands-on: Building a simple ML model
  • Model Evaluation & Optimization (15 min):
  • Performance metrics (RMSE, Accuracy, Precision, Recall)
  • Hyperparameter tuning
  • Deploying ML Models (10 min):
  • Quick demo of model deployment using Streamlit
  • Q&A & Closing Remarks (10 min)

 

Who Should Attend?

  • Aspiring Data Scientists seeking to enhance Python skills.
  • Data Analysts expanding into machine learning.
  • IT professionals transitioning to data science.
  • Python enthusiasts exploring data science tools.
  • Anyone interested in hands-on experience with data preprocessing, EDA, and ML models.

 

About Speaker

Ms. Amudha Adhirai is a seasoned corporate trainer with over 9 years of experience delivering expertise in various technical domains, including Python, C, C++, Java, Artificial Intelligence, Machine Learning, Data Science, Power BI, and more. Having worked with esteemed clients such as GE Healthcare, TCS, Volkswagen IT Service, and Comcast, Amudha brings a wealth of knowledge in data analytics, software development, and corporate training.

Her hands-on experience in corporate training programs and her ability to simplify complex concepts make her sessions insightful and impactful for professionals looking to elevate their skills. As a trainer for the Azure Databricks webinar, Amudha will guide you through the intricacies of this powerful platform, helping you unlock the full potential of big data and advanced analytics.