Data Science (1 Year)
Python (2 month)
| Details |
|---|
| Python Basics |
| Python Data Structures |
| Python Programming Fundamentals |
| Working with Data in Python |
| Working with Numbly Arrays |
Data Science Math (2 month)
| Details |
|---|
| DS Linear Function |
| DS Plotting Function |
| DS Slope and Intercept |
Pandas (2 month)
| Details |
|---|
| Pandas Intro |
| Pandas Read CSV & JSON |
| Pandas Analysing Data |
| Cleaning Data |
| Collerations |
NumPy (2 month)
| Details |
|---|
| NumPy Introduction |
| NumPy Creating Arrays |
| NumPy Array Sort |
| NumPy Array Filter |
| NumPy Random Introduction |
| NumPy Ufuncs |
Matplotlib (2 month)
| Details |
|---|
| Matplotlib Introduction |
| Matplotlib Pyplot |
| Matplotlib Markers |
| Matplotlib Line |
| Matplotlib Labels |
| Matplotlib Grid |
| Matplotlib Subplot |
| Matplotlib Scatter |
| Matplotlib Bars |
SciPy (2 month)
| Details |
|---|
| SciPy Introduction |
| SciPy Constants |
| SciPy Optimizers |
| SciPy Sparse Data |
| SciPy Graphs |
| SciPy Spatial Data |
| SciPy Matlab Arrays |
| SciPy Interpolation |
| SciPy Signifiance Tests |
Data Science Statistics (4 month)
| Details |
|---|
| Stat Introduction |
| Stat Percentiles |
| Stat Standard Deviation |
| Stat Variance |
| Stat Correlation |
| Stat Correlation Matrix |
| Stat Correlation vs Causality |