Machine Learning & Deep Learning Specialization with Python,Machine Learning & Deep Learning Specialization with Python"

Machine Learning & Deep Learning Specialization with Python,Machine Learning & Deep Learning Specialization with Python"

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Getting Aboard | Python For Machine Learning | Session 0

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1 of 48

Getting Aboard | Python For Machine Learning | Session 0

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Machine Learning & Deep Learning Specialization with Python,Machine Learning & Deep Learning Specialization with Python"

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  1. 1 Getting Aboard | Python For Machine Learning | Session 0
  2. 2 Introduction to Programming & Python | Session 1 | Python For Machine Learning | CloudxLab
  3. 3 Conditions and Functions | Session 2 | Python For Machine Learning | CloudxLab
  4. 4 Loops and Iteration | Session 3 | Python For Machine Learning | CloudxLab
  5. 5 Dictionaries and Tuples | Session 4 | Python For Machine Learning | CloudxLab
  6. 6 Regular Expressions | Session 5 | Python For Machine Learning | CloudxLab
  7. 7 Networked Programs | Session 6 | Python For Machine Learning | CloudxLab
  8. 8 Classes and Objects | Session 7 | Python For Machine Learning | CloudxLab
  9. 9 Numpy and Pandas | Session 8 | Python For Machine Learning | CloudxLab
  10. 10 What is Machine Learning? | Machine Learning Basics | Machine Learning Tutorial | CloudxLab
  11. 11 Machine Learning Project - Part 1 | Predict House Prices in California | CloudxLab
  12. 12 Machine Learning Project - Part 2 | Predict House Prices in California | CloudxLab
  13. 13 Session 3 - End to End Machine Learning Project - Test Train Split
  14. 14 Session 4 - End to End Machine Learning Project - Visualizing the data
  15. 15 Session 5 - End to End Machine Learning Project - Prepare the Data for ML Algorithms
  16. 16 Session 6 - End to End Machine Learning Project - Fine Tuning Model
  17. 17 Session 7 - Classification
  18. 18 Session 8 - Classification - Performance Measures
  19. 19 Session 9 - Classification - Error Analysis
  20. 20 Session 10 - Training Models - Overview of Linear Algebra
  21. 21 Session 11 - Training Models - Linear Regression: Gradient Descent
  22. 22 Session 12 - Training Models - Stochastic Gradient Descent
  23. 23 Session 13 - Training Models - Polynomial Regression, Ridge Lasso and Elastic Net
  24. 24 Session 14 - Training Models - Logistic Regression
  25. 25 Session 15 - Support Vector Machines - Introduction
  26. 26 Session 16 - Support Vector Machines (Continue) & Decision Trees - Introduction
  27. 27 Session 17 - Decision Trees (Continue) & Ensemble Learning - Introduction
  28. 28 Session 18 - Ensemble Learning & Random Forest
  29. 29 Session 19 - Adaboost
  30. 30 Session 20 - Ensemble Learning & Dimensionality Reduction
  31. 31 Session 21 - Dimensionality Reduction
  32. 32 Session 22 - Naive Bayes and XGBoost
  33. 33 What is Deep Learning | Introduction to Deep Learning | Deep Learning Tutorial | CloudxLab
  34. 34 Deep Learning | End-to-end Machine Learning Project | CloudxLab
  35. 35 TensorFlow Tutorial Part 1 | Deep Learning Using TensorFlow | TensorFlow Tutorial Python | CloudxLab
  36. 36 TensorFlow Tutorial Part 2 | Deep Learning Using TensorFlow | TensorFlow Tutorial Python | CloudxLab
  37. 37 Artificial Neural Network Tutorial - Part 1 | Deep Learning With Neural Networks | CloudxLab
  38. 38 Artificial Neural Network Tutorial - Part 2 | Deep Learning With Neural Networks | CloudxLab
  39. 39 Artificial Neural Network Tutorial - Part 3 | Deep Learning With Neural Networks | CloudxLab
  40. 40 Training Neural Networks | Batch Normalization | Deep Learning With Neural Networks | CloudxLab
  41. 41 Deep Learning | Training Deep Neural Nets - Part 1 | CloudxLab
  42. 42 Deep Learning | Training Deep Neural Nets - Part 2 | CloudxLab
  43. 43 Deep Learning | Convolutional Neural Network - Part 1 | CloudxLab
  44. 44 Deep Learning | Convolutional Neural Network - Part 2 | CloudxLab
  45. 45 Deep Learning | Recurrent Neural Network - Part 1 | CloudxLab
  46. 46 Deep Learning | Recurrent Neural Network - Part 2 | CloudxLab
  47. 47 Deep Learning | Autoencoders | CloudxLab
  48. 48 Reinforcement Learning | Deep Reinforcement Learning | Deep Q Learning | CloudxLab

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