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TORRENT DETAILS
Data And AI Literacy For Business Professionals (2024)
TORRENT SUMMARY
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Data and Artificial Intelligence Literacy - From Core Statistical Concepts to the Most 2024-Relevant AI Topics
What you'll learn:
Explore 2024-Relevant AI Topics, such as the Pillars of Responsible AI, Large Language Models, Generative AI, and More.
Grasp the Fundamental Concepts of Descriptive and Inferential Statistics through Practical Examples
Learn the Core Concepts of AI and Machine learning, such as the History of AI, Different Types of ML Models, and Many More (without detailed math or coding)
Understand the Main Evaluation Metrics for Machine Learning Models, Including Their Use Cases and Limitations. e.g How "Accuracy" is different than "Precision"?
Learn How to Consume Data Visualizations as an AI and Data-literate Business Professional. Learn "What Questions to Always Ask".
Included is a 60-page Data and Literacy Handbook, Ensuring You Can Focus on Learning without the Need for Extensive Note-taking
Requirements:
No prerequisites
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Statistics Essentials/1. Introduction.mp4
36.6 MB
~Get Your Files Here !/1. Statistics Essentials/1.1 AI and Data Literacy Handbook-2024.pdf
1.1 MB
~Get Your Files Here !/1. Statistics Essentials/2. Descriptive Statistics Measures of Central Tendency and Variability.mp4
33.4 MB
~Get Your Files Here !/1. Statistics Essentials/3. Descriptive Statistics Distributions.mp4
54.5 MB
~Get Your Files Here !/1. Statistics Essentials/4. Inferential Statistics Sampling Techniques.mp4
37.6 MB
~Get Your Files Here !/1. Statistics Essentials/5. Inferential Statistics Hypothesis Testing.mp4
19.5 MB
~Get Your Files Here !/1. Statistics Essentials/6. Inferential Statistics Correlation.mp4
32.3 MB
~Get Your Files Here !/1. Statistics Essentials/7. Quiz Statistics Essentials.html
163 B
~Get Your Files Here !/2. AI Essentials/1. Introduction.mp4
25.5 MB
~Get Your Files Here !/2. AI Essentials/1.1 AI and Data Literacy Handbook-2024.pdf
1.1 MB
~Get Your Files Here !/2. AI Essentials/2. History of AI.mp4
78 MB
~Get Your Files Here !/2. AI Essentials/2.1 Image credits .pdf
31.6 KB
~Get Your Files Here !/2. AI Essentials/3. Supervised vs Unsupervised Machine Learning.mp4
37.1 MB
~Get Your Files Here !/2. AI Essentials/4. Train, Validation, Test Datasets.mp4
20.4 MB
~Get Your Files Here !/2. AI Essentials/5. Overfitting and Underfitting (Bias & Variance).mp4
40 MB
~Get Your Files Here !/2. AI Essentials/6. Quiz AI Essentials.html
163 B
~Get Your Files Here !/3. Evaluation Metrics for ML Models/1. Introduction.mp4
11.3 MB
~Get Your Files Here !/3. Evaluation Metrics for ML Models/1.1 AI and Data Literacy Handbook-2024.pdf
1.1 MB
~Get Your Files Here !/3. Evaluation Metrics for ML Models/2. Evaluation Metrics for Classification Models.mp4
71.7 MB
~Get Your Files Here !/3. Evaluation Metrics for ML Models/3. Evaluation Metrics for Regression Models.mp4
33.4 MB
~Get Your Files Here !/3. Evaluation Metrics for ML Models/4. Quiz Evaluation Metrics for Machine Learning Models.html
163 B
~Get Your Files Here !/4. Advanced Topics in AI/1. Introduction.mp4
18.1 MB
~Get Your Files Here !/4. Advanced Topics in AI/1.1 AI and Data Literacy Handbook-2024.pdf
1.1 MB
~Get Your Files Here !/4. Advanced Topics in AI/2. From Neural Networks to Large Language Models.mp4
36.5 MB
~Get Your Files Here !/4. Advanced Topics in AI/3. Generative AI.mp4
18.8 MB
~Get Your Files Here !/4. Advanced Topics in AI/4. Reinforcement Learning.mp4
30.3 MB
~Get Your Files Here !/4. Advanced Topics in AI/5. Responsible AI.mp4
51.2 MB
~Get Your Files Here !/4. Advanced Topics in AI/6. AI Rapid Fire.mp4
65.9 MB
~Get Your Files Here !/4. Advanced Topics in AI/7. Quiz More Advanced Topics in AI.html
163 B
~Get Your Files Here !/5. Data Visualization Literacy Essentials/1. Introduction.mp4
17.1 MB
~Get Your Files Here !/5. Data Visualization Literacy Essentials/1.1 AI and Data Literacy Handbook-2024.pdf
1.1 MB
~Get Your Files Here !/5. Data Visualization Literacy Essentials/2. Chart Types.mp4
30.1 MB
~Get Your Files Here !/5. Data Visualization Literacy Essentials/3. Data Visualizations Checklist.mp4
43.7 MB
~Get Your Files Here !/5. Data Visualization Literacy Essentials/4. Quiz Data Visualization Literacy Essentials.html
163 B
~Get Your Files Here !/6. Final Exam/1. Final Test.html
