Learn Python Course

The syllabus for the courses that I offer on Fiverr.

• Python Basic
  • Introduction (1 hr)
  • Conditional Statements and Loops in Python (1hr)
  • Lists and Tuples (1hr)
  • Sets and Dictionaries (1hr)
  • Functions (1hr)
  • Strings (1 hr)
  • File handling (1hr)
  • Class and inheritance (1hr)
  • Abstract Class (1hr)
  • Access modifiers and Multiple inheritance (1hr)
  • Decorators and magic methods (1 hr)
  • Exception handling (1hr)
• Data Analysis in Python
  • Numpy (1 hr)
  • Matplotlib (1hr)
  • Series and Dataframe in Pandas (1 hr)
  • Data Gathering and Cleaning in Pandas (1 hr)
  • Data Exploring and Analysis (1hr)
  • Cross Tabulation in Pandas (1hr)
  • Seaborn (1 hr)
  • Supervised learning with Scikit learn (1 hrs)
  • Unsupervised learning with Scikit learn (1 hrs)
  • Model Selection and Evaluation
• Machine Learning with Pytorch
  • Introduction to PyTorch Tensors (1 hr)
  • Logistic Regression in PyTorch (1hr)
  • Basic Neural Network in PyTorch (1 hr)
  • CNN in PyTorch (1 hr)
  • Transform Learning in PyTorch (1hr)
  • Multiclass Classification in PyTorch (1 hr)
  • RNN in Pytorch (1 hr)
  • PyTorch for Reinforcement Learning (2 hr)
  • GAN with PyTorch (1 hr)