EICTA, IIT Kanpur

Machine Learning with Python

Master Machine Learning Fundamentals with Python to Build Intelligent Data-Driven Applications

  • Certificate from E&ICT Academy, IIT Kanpur upon course completion.
  • 2 Weeks of live, instructor-led online sessions.
  • Hands-on implementation of supervised and unsupervised machine learning algorithms.
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FDP

Certification

Online Live

Interactive Instructor-Led Sessions

2 Weeks

Course Duration

What you'll learn

  • Understand the core concepts and applications of machine learning.
  • Set up the Python development environment using Anaconda and PyCharm.
  • Gain proficiency in Python basics essential for machine learning.
  • Implement supervised learning algorithms like Linear and Logistic Regression.
  • Apply unsupervised learning techniques such as K-Means Clustering.
  • Visualize data using Matplotlib to derive meaningful insights.

Skills you'll gain

Python Programming for Machine LearningData Preprocessing and VisualizationSupervised Learning TechniquesUnsupervised Learning MethodsModel Evaluation and Deployment

Tools

Python
numpy
matplotlib

Earn a career certificate

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Certificate

Learn from Industry Experts

Gain insights from seasoned professionals with real-world experience in machine learning and data science.

Hands-On, Project-Based Learning

Apply concepts through practical exercises to build real-world machine learning applications.

Flexible, Live Online Sessions

Engage in live instructor-led sessions designed for interactive learning and immediate feedback.

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