Artificial Intelligence Course
Learn the core methods of artificial intelligence: search, constraint satisfaction, games, logic and planning, probabilistic reasoning, Markov models, decision making and reinforcement learning,…
10 lessons
Data analytics, data analysis with Python and R, machine learning, deep learning and data engineering.
Learn the core methods of artificial intelligence: search, constraint satisfaction, games, logic and planning, probabilistic reasoning, Markov models, decision making and reinforcement learning,…
10 lessons
The analysis process from question to recommendation: defining metrics, judging data sources, querying with SQL, cleaning, aggregating, visualizing and presenting with dashboards.
7 lessons
NumPy and pandas for loading, cleaning, combining, reshaping, grouping and visualizing data, plus time series and a full exploratory analysis in a notebook.
8 lessons
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