Code Tutorials

Code Tutorials

Practical implementations and coding examples for Data Science

Learning Paths

Beginner Path

Start your journey with Python basics and data manipulation

  • Python Fundamentals
  • NumPy & Pandas
  • Data Visualization
  • Basic Statistics

Intermediate Path

Advance your skills with ML algorithms and deep learning

  • Machine Learning Basics
  • scikit-learn
  • Neural Networks
  • Model Evaluation

Advanced Path

Master complex algorithms and deployment

  • Deep Learning
  • Natural Language Processing
  • Computer Vision
  • Model Deployment

Tools & Resources

Jupyter Notebooks

Interactive computing and code documentation

GitHub Repository

Access all code examples and projects

Video Tutorials

Step-by-step video guides for each tutorial

Datasets

Curated datasets for practice and projects