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

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
673F4D28988E3B9899456FBF3BBEE63398B8A1FC
Source
Unverified
Total Size
732.4 MB
Total Files
43
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url182 B
~Get Your Files Here !/1. Introduction to Data Science/1. What is data science and why is it important.mp414.07 MB
~Get Your Files Here !/1. Introduction to Data Science/2. The process of data science and its different stages.mp427.29 MB
~Get Your Files Here !/1. Introduction to Data Science/3. Different fields that use data science and examples of real-world applications.mp426.4 MB
~Get Your Files Here !/1. Introduction to Data Science/4. Overview of the tools and techniques used in data science.mp425.08 MB
~Get Your Files Here !/10. Ethics and Bias in AI/1. The impact of AI on society and ethics.mp428.33 MB
~Get Your Files Here !/10. Ethics and Bias in AI/2. Bias in AI and its implications.mp415.75 MB
~Get Your Files Here !/10. Ethics and Bias in AI/3. Fairness and accountability in AI.mp413.97 MB
~Get Your Files Here !/10. Ethics and Bias in AI/4. Best practices for avoiding bias in AI models.mp417.93 MB
~Get Your Files Here !/11. Conclusion/1. Recap of key concepts and takeaways.mp413.05 MB
~Get Your Files Here !/11. Conclusion/2. Opportunities and challenges in data science, machine learning, and AI.mp428.22 MB
~Get Your Files Here !/11. Conclusion/3. Suggestions for further learning and resources.mp423.21 MB
~Get Your Files Here !/11. Conclusion/4. Quiz.html197 B
~Get Your Files Here !/2. Data Collection and Preprocessing/1. Sources of data and methods of collecting data.mp423.44 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/2. Understanding and cleaning data.mp421.82 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/3. Dealing with missing and duplicate values.mp415.53 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/4. Feature engineering and selection.mp420.74 MB
~Get Your Files Here !/3. Exploratory Data Analysis/1. Univariate and multivariate analysis.mp422.77 MB
~Get Your Files Here !/3. Exploratory Data Analysis/2. Data visualization techniques.mp418.27 MB
~Get Your Files Here !/3. Exploratory Data Analysis/3. Identifying relationships and patterns in data.mp422.16 MB
~Get Your Files Here !/4. Statistical Modeling/1. Overview of statistics and probability.mp425.05 MB
~Get Your Files Here !/4. Statistical Modeling/2. Introduction to regression and classification models.mp49.09 MB
~Get Your Files Here !/4. Statistical Modeling/3. Overfitting and underfitting.mp416.18 MB
~Get Your Files Here !/4. Statistical Modeling/4. Model evaluation and selection.mp418.52 MB
~Get Your Files Here !/5. Machine Learning/1. Introduction to machine learning.mp414.49 MB
~Get Your Files Here !/5. Machine Learning/2. Different types of machine learning algorithms.mp424.39 MB
~Get Your Files Here !/5. Machine Learning/3. Overfitting and regularization.mp49.46 MB
~Get Your Files Here !/5. Machine Learning/4. Feature scaling and normalization.mp49.89 MB
~Get Your Files Here !/6. Supervised Learning/1. Linear regression and logistic regression.mp413.76 MB
~Get Your Files Here !/6. Supervised Learning/2. Decision trees and random forests.mp414.4 MB
~Get Your Files Here !/6. Supervised Learning/3. Support vector machines.mp49.84 MB
~Get Your Files Here !/6. Supervised Learning/4. Neural networks and deep learning.mp414.05 MB
~Get Your Files Here !/7. Unsupervised Learning/1. Clustering algorithms.mp417.04 MB
~Get Your Files Here !/7. Unsupervised Learning/2. Dimensionality reduction.mp419.51 MB
~Get Your Files Here !/7. Unsupervised Learning/3. Anomaly detection.mp418.11 MB
~Get Your Files Here !/8. Reinforcement Learning/1. Markov decision processes.mp416.98 MB
~Get Your Files Here !/8. Reinforcement Learning/2. Q-learning.mp411.36 MB
~Get Your Files Here !/8. Reinforcement Learning/3. Policy gradient methods.mp419.28 MB
~Get Your Files Here !/9. Artificial Intelligence/1. Definition and history of artificial intelligence.mp418.67 MB
~Get Your Files Here !/9. Artificial Intelligence/2. Types of artificial intelligence and their applications.mp425.71 MB
~Get Your Files Here !/9. Artificial Intelligence/3. Natural language processing and computer vision.mp410.99 MB
~Get Your Files Here !/9. Artificial Intelligence/4. Overview of deep learning and its applications.mp417.64 MB
~Get Your Files Here !/Bonus Resources.txt386 B

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