Machine Learning: Hands-on Practice with Python

Dive into practical machine learning with Python, mastering essential concepts and techniques in just 4 hours.
May 08, 2025
12:00 PM - 04:00 PM (Eastern Time)
Duration: 1 Day
Hours: 4 Hours
Training Level: All Levels
Virtual Class Id: 52895
Live Session
Single Attendee
$149.00 $249.00
Live Session
Recorded
Single Attendee
$199.00 $332.00
6 month Access for Recorded
Live+Recorded
Single Attendee
$249.00 $416.00
6 month Access for Recorded
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About the Course:

This live training provides a hands-on introduction to machine learning using Python. Participants will explore fundamental algorithms, build predictive models, and gain practical experience through interactive coding exercises.

Course Objective:

  • Understand key concepts and principles of machine learning.
  • Gain proficiency in implementing machine learning algorithms using Python libraries.
  • Learn how to preprocess data, build models, and evaluate their performance.
  • Acquire practical skills for solving real-world problems using machine learning techniques.

Who is the Target Audience?

  • Aspiring data scientists, software engineers, researchers, and anyone interested in exploring machine learning with Python.

Basic Knowledge:

  • Basic programming skills in Python and familiarity with linear algebra and statistics concepts would be beneficial.

Curriculum
Total Duration: 4 Hours
Introduction to Machine Learning
Python Libraries for Machine Learning (NumPy, pandas, scikit-learn)
Data Preprocessing and Feature Engineering
Supervised Learning: Regression and Classification
Unsupervised Learning: Clustering and Dimensionality Reduction
Model Evaluation and Validation Techniques
Homework Exercises