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Machine Learning A-Z: Become Kaggle Master

  • Začetnik teme dlreleases
  • Datum pokretanja
D

dlreleases

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Machine Learning A-Z: Become Kaggle Master | 13.97GB
Want to become a good Data Scientist? Then this is a right course for you.This course has been designed by IIT professionals who have mastered in Mathematics and Data Science. We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.

We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advance level.

We have solved few Kaggle problems during this course and provided complete solutions so that students can easily compete in real world competition websites.

We have covered following topics in detail in this course:
  1. Python Fundamentals
  2. Numpy
  3. Pandas
  4. Some Fun with Maths
  5. Inferential Statistics
  6. Hypothesis Testing
  7. Data Visualisation
  8. EDA
  9. Simple Linear Regression
  10. Multiple Linear regression
  11. Hotstar/ Netflix: Case Study
  12. Gradient Descent
  13. KNN
  14. Model Performance Metrics
  15. Model Selection
  16. Naive Bayes
  17. Logistic Regression
  18. SVM
  19. Decision Tree
  20. Ensembles - Bagging / Boosting
  21. Unsupervised Learning
  22. Dimension Reduction
  23. Advance ML Algorithms
  24. Deep Learning


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