Download Udemy - Mastering Data Science, Machine Learning, and AI Torrent

Torrent Contents Size: 732.4 MB

Udemy - Mastering Data Science, Machine Learning, and AI

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1. Clustering algorithms.mp4	MP4	17 MB
1. Definition and history of artificial intelligence.mp4	MP4	18.7 MB
1. Introduction to machine learning.mp4	MP4	14.5 MB
1. Linear regression and logistic regression.mp4	MP4	13.8 MB
1. Markov decision processes.mp4	MP4	17 MB
1. Overview of statistics and probability.mp4	MP4	25 MB
1. Recap of key concepts and takeaways.mp4	MP4	13 MB
1. Sources of data and methods of collecting data.mp4	MP4	23.4 MB
1. The impact of AI on society and ethics.mp4	MP4	28.3 MB
1. Univariate and multivariate analysis.mp4	MP4	22.8 MB
1. What is data science and why is it important.mp4	MP4	14.1 MB
2. Bias in AI and its implications.mp4	MP4	15.7 MB
2. Data visualization techniques.mp4	MP4	18.3 MB
2. Decision trees and random forests.mp4	MP4	14.4 MB
2. Different types of machine learning algorithms.mp4	MP4	24.4 MB
2. Dimensionality reduction.mp4	MP4	19.5 MB
2. Introduction to regression and classification models.mp4	MP4	9.1 MB
2. Opportunities and challenges in data science, machine learning, and AI.mp4	MP4	28.2 MB
2. Q-learning.mp4	MP4	11.4 MB
2. The process of data science and its different stages.mp4	MP4	27.3 MB
2. Types of artificial intelligence and their applications.mp4	MP4	25.7 MB
2. Understanding and cleaning data.mp4	MP4	21.8 MB
3. Anomaly detection.mp4	MP4	18.1 MB
3. Dealing with missing and duplicate values.mp4	MP4	15.5 MB
3. Different fields that use data science and examples of real-world applications.mp4	MP4	26.4 MB
3. Fairness and accountability in AI.mp4	MP4	14 MB
3. Identifying relationships and patterns in data.mp4	MP4	22.2 MB
3. Natural language processing and computer vision.mp4	MP4	11 MB
3. Overfitting and regularization.mp4	MP4	9.5 MB
3. Overfitting and underfitting.mp4	MP4	16.2 MB
3. Policy gradient methods.mp4	MP4	19.3 MB
3. Suggestions for further learning and resources.mp4	MP4	23.2 MB
3. Support vector machines.mp4	MP4	9.8 MB
4. Best practices for avoiding bias in AI models.mp4	MP4	17.9 MB
4. Feature engineering and selection.mp4	MP4	20.7 MB
4. Feature scaling and normalization.mp4	MP4	9.9 MB
4. Model evaluation and selection.mp4	MP4	18.5 MB
4. Neural networks and deep learning.mp4	MP4	14 MB
4. Overview of deep learning and its applications.mp4	MP4	17.6 MB
4. Overview of the tools and techniques used in data science.mp4	MP4	25.1 MB
4. Quiz.html	HTML	204.8 B
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Mastering Data Science, Machine Learning, and AI

Torrent Contents Size: 732.4 MB

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