AI training

Python for
data science

Duration

3 Days

Day 1

  • Install python
  • IDEs (pycharm, jupyter notebook, google colab)
  • fundamentals and variables types
  • control flow
  • data structures (list, array, dictionary, tuple)
  • iteration and comprehension

Day 2

  • Numpy
  • Pandas
  • Matplotlib and seaborn

Day 3

  • Regression
  • Classification
  • Clustering

What you will learn

Understand Python language basics and apply to data science

Practice iterative data science using Jupyter notebooks

Analyze data using Python libraries like pandas and numpy

Create stunning data visualizations with matpoltilb and seaborn

Bulid machine learning moduls using scikit learn