| One | Two | Three | Four | Five | |
|---|---|---|---|---|---|
| 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 | |
|---|---|---|---|---|---|
| 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 | |
|---|---|---|---|---|---|
| Warmup | |||||
| Morning code | Projects | Projects | Projects | SQL | Object Oriented programming |
| Morning Video | Object Oriented programming | ||||
| Afternoon code | |||||
| Afternoon Video |
| One | Two | Three | Four | Five | |
|---|---|---|---|---|---|
| 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 | |
|---|---|---|---|---|---|
| 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 | |
|---|---|---|---|---|---|
| Warmup | |||||
| Morning code | A/B Testing | Bayesian Statistics | Sampling | Project | Project |
| Morning Video | A/B Testing | Bayesian Statistics | Sampling | Afternoon code | |
| Afternoon Video |
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent