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[ ] Udemy - Mastering Data Science, Machine Learning, and AI

  • 收录时间:2023-03-05 12:32:05
  • 文件大小:732MB
  • 下载次数:1
  • 最近下载:2023-03-05 12:32:05
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文件列表

  1. ~Get Your Files Here !/10. Ethics and Bias in AI/1. The impact of AI on society and ethics.mp4 28MB
  2. ~Get Your Files Here !/11. Conclusion/2. Opportunities and challenges in data science, machine learning, and AI.mp4 28MB
  3. ~Get Your Files Here !/1. Introduction to Data Science/2. The process of data science and its different stages.mp4 27MB
  4. ~Get Your Files Here !/1. Introduction to Data Science/3. Different fields that use data science and examples of real-world applications.mp4 26MB
  5. ~Get Your Files Here !/9. Artificial Intelligence/2. Types of artificial intelligence and their applications.mp4 26MB
  6. ~Get Your Files Here !/1. Introduction to Data Science/4. Overview of the tools and techniques used in data science.mp4 25MB
  7. ~Get Your Files Here !/4. Statistical Modeling/1. Overview of statistics and probability.mp4 25MB
  8. ~Get Your Files Here !/5. Machine Learning/2. Different types of machine learning algorithms.mp4 24MB
  9. ~Get Your Files Here !/2. Data Collection and Preprocessing/1. Sources of data and methods of collecting data.mp4 23MB
  10. ~Get Your Files Here !/11. Conclusion/3. Suggestions for further learning and resources.mp4 23MB
  11. ~Get Your Files Here !/3. Exploratory Data Analysis/1. Univariate and multivariate analysis.mp4 23MB
  12. ~Get Your Files Here !/3. Exploratory Data Analysis/3. Identifying relationships and patterns in data.mp4 22MB
  13. ~Get Your Files Here !/2. Data Collection and Preprocessing/2. Understanding and cleaning data.mp4 22MB
  14. ~Get Your Files Here !/2. Data Collection and Preprocessing/4. Feature engineering and selection.mp4 21MB
  15. ~Get Your Files Here !/7. Unsupervised Learning/2. Dimensionality reduction.mp4 20MB
  16. ~Get Your Files Here !/8. Reinforcement Learning/3. Policy gradient methods.mp4 19MB
  17. ~Get Your Files Here !/9. Artificial Intelligence/1. Definition and history of artificial intelligence.mp4 19MB
  18. ~Get Your Files Here !/4. Statistical Modeling/4. Model evaluation and selection.mp4 19MB
  19. ~Get Your Files Here !/3. Exploratory Data Analysis/2. Data visualization techniques.mp4 18MB
  20. ~Get Your Files Here !/7. Unsupervised Learning/3. Anomaly detection.mp4 18MB
  21. ~Get Your Files Here !/10. Ethics and Bias in AI/4. Best practices for avoiding bias in AI models.mp4 18MB
  22. ~Get Your Files Here !/9. Artificial Intelligence/4. Overview of deep learning and its applications.mp4 18MB
  23. ~Get Your Files Here !/7. Unsupervised Learning/1. Clustering algorithms.mp4 17MB
  24. ~Get Your Files Here !/8. Reinforcement Learning/1. Markov decision processes.mp4 17MB
  25. ~Get Your Files Here !/4. Statistical Modeling/3. Overfitting and underfitting.mp4 16MB
  26. ~Get Your Files Here !/10. Ethics and Bias in AI/2. Bias in AI and its implications.mp4 16MB
  27. ~Get Your Files Here !/2. Data Collection and Preprocessing/3. Dealing with missing and duplicate values.mp4 16MB
  28. ~Get Your Files Here !/5. Machine Learning/1. Introduction to machine learning.mp4 14MB
  29. ~Get Your Files Here !/6. Supervised Learning/2. Decision trees and random forests.mp4 14MB
  30. ~Get Your Files Here !/1. Introduction to Data Science/1. What is data science and why is it important.mp4 14MB
  31. ~Get Your Files Here !/6. Supervised Learning/4. Neural networks and deep learning.mp4 14MB
  32. ~Get Your Files Here !/10. Ethics and Bias in AI/3. Fairness and accountability in AI.mp4 14MB
  33. ~Get Your Files Here !/6. Supervised Learning/1. Linear regression and logistic regression.mp4 14MB
  34. ~Get Your Files Here !/11. Conclusion/1. Recap of key concepts and takeaways.mp4 13MB
  35. ~Get Your Files Here !/8. Reinforcement Learning/2. Q-learning.mp4 11MB
  36. ~Get Your Files Here !/9. Artificial Intelligence/3. Natural language processing and computer vision.mp4 11MB
  37. ~Get Your Files Here !/5. Machine Learning/4. Feature scaling and normalization.mp4 10MB
  38. ~Get Your Files Here !/6. Supervised Learning/3. Support vector machines.mp4 10MB
  39. ~Get Your Files Here !/5. Machine Learning/3. Overfitting and regularization.mp4 9MB
  40. ~Get Your Files Here !/4. Statistical Modeling/2. Introduction to regression and classification models.mp4 9MB
  41. ~Get Your Files Here !/Bonus Resources.txt 386B
  42. ~Get Your Files Here !/11. Conclusion/4. Quiz.html 197B
  43. Get Bonus Downloads Here.url 182B