Machine Learning with Python

  • Introduction
  • What is Machine Learning?
  • Applications of Machine Learning
  • What is Python?
  • Why Machine Learning with Python?
  • How to get started with Machine Learning Python?
  • Conclusion

Introduction

What is Machine Learning?

  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Applications of Machine Learning

  • Prediction of house price, stock price, and cryptocurrency prices
  • Sentiment analysis in news
  • Recommendation systems in social media and e-commerce
  • Image detection in phones and security cameras
  • Weather forecasting
  • Automated chatbots and many more…

What is Python?

  • Data Science
  • Back-end Development
  • App Development

Why Machine Learning with Python?

  • NumPy — Used for scientific calculations in Python.
  • Pandas — Used for data analysis in Python.
  • Matplotlib — Used for visualization in Python.
  • Scikit-learn — Used for implementing machine learning algorithms and techniques.
  • TensorFlow — Used for implementing deep neural network algorithms and techniques.
  • NLTK — Used for natural language processing purposes.

How to get started with Machine Learning Python?

Conclusion

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