About this certification
The Certification: Foundations of Machine Learning for Beginners introduces you to the core principles and techniques essential for getting started in machine learning. By completing this certification, you will develop skills such as increased productivity, improved decision-making, and adaptability to the evolving field of technology. Enroll today to unlock new career opportunities and gain a competitive advantage in the world of machine learning.
This certification covers the following topics:
- Essential Skills for Machine Learning
- Mathematics
- Python Programming
- Statistics
- Machine Learning Core Concepts and Algorithms
- Popular Algorithms
- Natural Language Processing (NLP)
- Applications of Machine Learning
- Detailed Explanation of Linear Regression
- Regression Evaluation Metrics
- Bias-Variance Trade-off
- Data Exploration
- Data Cleaning
- Model Training (Statsmodels)
- Model Evaluation (Scikit-learn)
