Machine Learning: Build Predictive Models to Solve Real-World Problems

Develop the skills to build intelligent systems that can learn from data and improve over time. This course gives you practical experience in training, evaluating, and deploying machine learning models.

Machine learning powers today’s most innovative technologies—from recommendation engines to fraud detection. This course walks you through algorithms, data handling, and implementation techniques that make machines smarter. Gain the confidence to work with real datasets and develop robust models.

What you’ll learn

  • Understand core ML concepts like supervised and unsupervised learning.
  • Implement popular ML algorithms like linear regression and decision trees.
  • Handle large datasets and preprocess them for modeling.
  • Learn to tune models for accuracy and performance.
  • Deploy models for practical use in businesses and apps.

Course Curriculum

Understand how ML drives innovation across industries.

Clean and prepare datasets for modeling.

Build prediction and classification models.

Learn powerful ensemble methods.

Optimize performance using validation techniques.

Explore clustering and dimensionality reduction.

Learn how neural networks support deep learning.

Apply ML techniques to real projects.


Course Materials Provided

  • In-Depth Video Lessons: Comprehensive video content covering all major ML techniques.
  • Hands-On Projects: Use real-world datasets to build machine learning applications.
  • Access to Resources: Get downloadable code, scripts, and model blueprints.
  • Knowledge Checks: Test your understanding after each module.
  • Industry Expert Insights: Learn practical tips and trends from ML professionals.

Who this course is for

  • Beginners: Individuals with no prior experience who want to explore a new field and build foundational knowledge from scratch.
  • Students: College or school learners aiming to gain skills that enhance their academic profile and support their career goals.
  • Professionals: Working individuals such as engineers, analysts, developers, or managers looking to upskill or transition into ML roles.
  • Tech Enthusiasts: Passionate learners who enjoy exploring emerging technologies and want hands-on experience with machine learning.

Course Details

Key Takeaways

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    Pricing

    Prices that are budget-friendly and suitable for students.

    Core Learning

    Build strong fundamentals with self-paced sessions.

    ₹ 5500 + 18% GST

    Most Preferred

    Premium Led Learning

    Level up with expert-guided training and live sessions.

    ₹ 7500 + 18% GST

    Advanced

    Master the skillset with hands-on projects and job-focused training.

    ₹ 10,000 + 18% GST

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