Data Science and Machine Learning Fundamentals [2025]

Learn to master Data Science and Machine Learning Fundamentals with Python and Pandas

What you’ll learn
Knowledge about Data Science and Machine Learning theory, algorithms, methods, best practices, and tasks
Deep hands-on knowledge about Data Science and Machine Learning, and know how to do common Data Science and Machine Learning tasks
The ability to handle common Data Science and Machine Learning tasks with confidence
Master Python for Data Handling
Master Pandas for Data Handling
Knowledge and practical hands-on knowledge of Scikit-learn, Statsmodels, Matplotlib, Seaborn, and many other Python libraries
Detailed and deep, Master knowledge of Regression, Regression Analysis, Prediction, Classification, and Cluster analysis
Advanced knowledge of A.I. prediction models and automatic model creation
Advanced Knowledge of Text Mining, Text Mining Tasks, and Emotion Mining
Cloud computing: Use the Anaconda Cloud Notebook (Cloud-based Jupyter Notebook). Learn to use Cloud computing resources

Requirements
The four ways of counting (+-/)
Everyday experience with Windows, Linux, or MacOS
Description
Who this course is for
This course is for you, regardless if you are a beginner or experienced Data Scientist, regardless if you have a Ph.D., or no education or experience at all.