About this certification
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
