Python for Data Science Pro: The Complete Mastery Course
Become a Data Science Pro: Master Data Analysis, Visualization, and Machine Learning with Python
What you'll learn
- What is Python Data Science and Workflow?
- Control Flow: Conditionals and Loops
- Understanding Arrays and Matrices
- Data Cleaning and Preparation
- Merging and Joining Data
- Subplots and Figures
- Measures of Central Tendency
- Measures of Variability
- Normal, Binomial, and Other Distributions
- Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning
- Handling Imbalanced Data
- Linear and Logistic Regression
- Sentiment Analysis
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