The Certification: Applied Machine Learning Skills for Real-World Solutions equips you with the core competencies needed to effectively apply machine learning in practical settings. Gain skills such as increased productivity, improved decision-making, and future-proofing your career through hands-on learning and real-world examples. Enroll today to enhance your expertise and stay competitive in the evolving technology landscape.

This certification covers the following topics:

  • Growing Importance of Machine Learning
  • Essential Skill Sets for Machine Learning
  • Mathematics
  • Python Programming
  • Statistics
  • Machine Learning Fundamentals
  • Natural Language Processing (NLP)
  • Simple and Multiple Linear Regression
  • Ordinary Least Squares (OLS)
  • Key Assumptions of Linear Regression
  • Regression Metrics
  • Bias-Variance Trade-off
  • Maximum Likelihood Estimation (MLE)
  • Data Visualization and Feature Engineering
  • Model Training and Evaluation
  • Practical Application through a Case Study