One | Two | Three | Four | Five | |
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Warm-up | |||||
Morning code | Command Line and Github | Numpy | Pandas | ||
Morning Video | Data Science and Curriculum | ||||
Morning video | |||||
Afternoon code | Command Line and Github | Intro_to_python | Intro_to_python_2 | ||
Afternoon video | Command Line and Github |
One | Two | Three | Four | Five | |
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Warmup | |||||
Morning code | Manipulating Data Pandas | Pandas_Data_Wrangling | Merging Data Frames with pandas | Holiday | Visualizations Seaborn |
Morning Video | |||||
Afternoon code | Visualizations Matplotlib |
One | Two | Three | Four | Five | |
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Warmup | |||||
Morning code | Projects | Projects | Projects | SQL | Object Oriented programming |
Morning Video | Object Oriented programming | ||||
Afternoon code | |||||
Afternoon Video |
One | Two | Three | Four | Five | |
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Warmup | |||||
Morning code | JSON | Webscraping | More Webscraping | Intro API | NOSQL |
Morning Video | JSON | Intro API | |||
Afternoon code | Yelp API | ||||
Afternoon Video | Jonnel API Workshop |
One | Two | Three | Four | Five | |
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Warmup | |||||
Morning code | Probability | Statistical Distribution | Central Limit Theorem and Confidence Interval | Hypothesis Testing | Power Effect Size |
Morning Video | Probability | Statistical Distributions | Hypothesis Testing | ||
Afternoon code | ANOVA | ||||
Afternoon Video | Statistical Distributions |
One | Two | Three | Four | Five | |
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Warmup | |||||
Morning code | A/B Testing | Bayesian Statistics | Sampling | Project | Project |
Morning Video | A/B Testing | Bayesian Statistics | Sampling | Afternoon code | |
Afternoon Video |