[ DevCourseWeb.com ] Udemy - Mastering Data Science, Machine Learning, and AI torrent, magnet, bt

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

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732.4MB

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2023-02-28

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DevCourseWeb com Udemy Mastering Data Science Machine Learning and AI

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File Name

Size

Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction to Data Science/1. What is data science and why is it important.mp4

14.07MB

~Get Your Files Here !/1. Introduction to Data Science/2. The process of data science and its different stages.mp4

27.29MB

~Get Your Files Here !/1. Introduction to Data Science/3. Different fields that use data science and examples of real-world applications.mp4

26.4MB

~Get Your Files Here !/1. Introduction to Data Science/4. Overview of the tools and techniques used in data science.mp4

25.08MB

~Get Your Files Here !/10. Ethics and Bias in AI/1. The impact of AI on society and ethics.mp4

28.33MB

~Get Your Files Here !/10. Ethics and Bias in AI/2. Bias in AI and its implications.mp4

15.75MB

~Get Your Files Here !/10. Ethics and Bias in AI/3. Fairness and accountability in AI.mp4

13.97MB

~Get Your Files Here !/10. Ethics and Bias in AI/4. Best practices for avoiding bias in AI models.mp4

17.93MB

~Get Your Files Here !/11. Conclusion/1. Recap of key concepts and takeaways.mp4

13.05MB

~Get Your Files Here !/11. Conclusion/2. Opportunities and challenges in data science, machine learning, and AI.mp4

28.22MB

~Get Your Files Here !/11. Conclusion/3. Suggestions for further learning and resources.mp4

23.21MB

~Get Your Files Here !/11. Conclusion/4. Quiz.html

197B

~Get Your Files Here !/2. Data Collection and Preprocessing/1. Sources of data and methods of collecting data.mp4

23.44MB

~Get Your Files Here !/2. Data Collection and Preprocessing/2. Understanding and cleaning data.mp4

21.82MB

~Get Your Files Here !/2. Data Collection and Preprocessing/3. Dealing with missing and duplicate values.mp4

15.53MB

~Get Your Files Here !/2. Data Collection and Preprocessing/4. Feature engineering and selection.mp4

20.74MB

~Get Your Files Here !/3. Exploratory Data Analysis/1. Univariate and multivariate analysis.mp4

22.77MB

~Get Your Files Here !/3. Exploratory Data Analysis/2. Data visualization techniques.mp4

18.27MB

~Get Your Files Here !/3. Exploratory Data Analysis/3. Identifying relationships and patterns in data.mp4

22.16MB

~Get Your Files Here !/4. Statistical Modeling/1. Overview of statistics and probability.mp4

25.05MB

~Get Your Files Here !/4. Statistical Modeling/2. Introduction to regression and classification models.mp4

9.09MB

~Get Your Files Here !/4. Statistical Modeling/3. Overfitting and underfitting.mp4

16.18MB

~Get Your Files Here !/4. Statistical Modeling/4. Model evaluation and selection.mp4

18.52MB

~Get Your Files Here !/5. Machine Learning/1. Introduction to machine learning.mp4

14.49MB

~Get Your Files Here !/5. Machine Learning/2. Different types of machine learning algorithms.mp4

24.39MB

~Get Your Files Here !/5. Machine Learning/3. Overfitting and regularization.mp4

9.46MB

~Get Your Files Here !/5. Machine Learning/4. Feature scaling and normalization.mp4

9.89MB

~Get Your Files Here !/6. Supervised Learning/1. Linear regression and logistic regression.mp4

13.76MB

~Get Your Files Here !/6. Supervised Learning/2. Decision trees and random forests.mp4

14.4MB

~Get Your Files Here !/6. Supervised Learning/3. Support vector machines.mp4

9.84MB

~Get Your Files Here !/6. Supervised Learning/4. Neural networks and deep learning.mp4

14.05MB

~Get Your Files Here !/7. Unsupervised Learning/1. Clustering algorithms.mp4

17.04MB

~Get Your Files Here !/7. Unsupervised Learning/2. Dimensionality reduction.mp4

19.51MB

~Get Your Files Here !/7. Unsupervised Learning/3. Anomaly detection.mp4

18.11MB

~Get Your Files Here !/8. Reinforcement Learning/1. Markov decision processes.mp4

16.98MB

~Get Your Files Here !/8. Reinforcement Learning/2. Q-learning.mp4

11.36MB

~Get Your Files Here !/8. Reinforcement Learning/3. Policy gradient methods.mp4

19.28MB

~Get Your Files Here !/9. Artificial Intelligence/1. Definition and history of artificial intelligence.mp4

18.67MB

~Get Your Files Here !/9. Artificial Intelligence/2. Types of artificial intelligence and their applications.mp4

25.71MB

~Get Your Files Here !/9. Artificial Intelligence/3. Natural language processing and computer vision.mp4

10.99MB

~Get Your Files Here !/9. Artificial Intelligence/4. Overview of deep learning and its applications.mp4

17.64MB

~Get Your Files Here !/Bonus Resources.txt

386B

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