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Machine Learning System Design

• How to build the Facebook Ads Ranking System

Advanced Machine Learning

• How Generative Adversarial Networks work!

Data Science Fundamentals

Data wrangling

• Exploratory Data Analysis with Pandas

• Advance Data Manipulation with Pandas

• Scrapping the Web for NLP applications

• Data Visualization with Matplotlib

• Data Visualization with Seaborn

• Social Network Data Visualization

Statistical data analysis

• Modeling Customers Loan Default with Markov Chains