Machine Learning for Predictive AI: Building Smarter Forecasting Models

7 casts | 1:21:08 for the total course

Machine Learning AI

Description

Unlock the potential of machine learning for predictive analytics in this hands-on course. Learn foundational techniques like regression analysis, decision trees, and K-means clustering to uncover patterns, make predictions, and segment data. With practical applications in Python and Cursor, you’ll develop the skills needed to implement and optimize machine learning models, empowering you to make informed, data-driven decisions in any industry.

  • 1. Regression
    • 01.01 What Is Regression | Machine Learning For Predictive AI

      10:58

    • 01.02 Multi-Linear Regression With Python & Cursor | Machine Learning For Predictive AI

      18:36

    • 01.03 Logistic Regression With Python & Cursor | Machine Learning For Predictive AI

      12:06

  • 2. Decision Trees
    • 02.01 What Are Decision Trees | Machine Learning For Predictive AI

      7:35

    • 02.02 Decision Trees In Python & Cursor | Machine Learning For Predictive AI

      11:19

  • 3. K-Means Clustering
    • 03.01 What Is K-Means Clustering | Machine Learning For Predictive AI

      6:50

    • 03.02 K-Means Clustering In Python & Cursor | Machine Learning For Predictive AI

      13:44

Created By

Over 14 years, Mammoth Interactive has built a global student community with 8+ million courses sold. Mammoth Interactive has released over 1,000 courses and 5,000 hours of video content.

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