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TORRENT DETAILS
ChatGPT Masterclass - The Guide To AI And Prompt Engineering By Code Learn Academy
TORRENT SUMMARY
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Mastering ChatGPT: A Comprehensive Course on AI and Advanced Prompt Engineering Strategies
What you'll learn:
AB Testing in R
Al Ethics
Artificial Intelligence (Al) Strategy
Data Fluency
Data Preparation in Excel
Data Visualization in Excel
Deep Learning for Text with PyTorch
Dimensionality Reduction in R
End-to-End Machine Learning
Requirements:
Basic understanding of statistics and hypothesis testing.
Familiarity with experimental design principles.
Knowledge of the domain or industry for effective testing.
Background in ethics or philosophy is beneficial.
Familiarity with ethical considerations in technology.
Understanding of the societal impact of AI.
Basic knowledge of AI concepts and applications.
Understanding of business strategy and objectives.
Familiarity with industry trends in AI adoption.
Basic understanding of data concepts and terminology.
Proficiency in using spreadsheet software like Excel.
Familiarity with basic statistical analysis.
Proficiency in using Excel for data entry and manipulation.
Basic knowledge of data cleaning and formatting.
Understanding of common data quality issues.
Proficiency in Excel for data visualization.
Understanding of principles of effective data visualization.
Knowledge of different chart types and when to use them.
Familiarity with Python programming language.
Basic understanding of machine learning concepts.
Prior experience with neural networks is beneficial.
Proficiency in the R programming language.
Understanding of data preprocessing and feature engineering.
Knowledge of the challenges of high-dimensional data.
Proficiency in a programming language like Python.
Understanding of machine learning algorithms and models.
Knowledge of the complete machine learning pipeline from data preparation to model deployment.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
203.2 MB
~Get Your Files Here !/10. End-to-End Machine Learning/1. chapter-1-design-and-exploration-a.mp4
12.8 MB
~Get Your Files Here !/10. End-to-End Machine Learning/1.1 ch1_1_Language.EN.vtt
5.4 KB
~Get Your Files Here !/10. End-to-End Machine Learning/10. chapter-3-model-deployment-c.mp4
14.8 MB
~Get Your Files Here !/10. End-to-End Machine Learning/10.1 ch3_3_Language.EN.vtt
6 KB
~Get Your Files Here !/10. End-to-End Machine Learning/11. chapter-3-model-deployment-d.mp4
14.8 MB
~Get Your Files Here !/10. End-to-End Machine Learning/11.1 ch3_4_Language.EN.vtt
6.5 KB
~Get Your Files Here !/10. End-to-End Machine Learning/12. chapter-4-model-monitoring-a.mp4
15.4 MB
~Get Your Files Here !/10. End-to-End Machine Learning/12.1 ch4_1_Language.EN.vtt
5.9 KB
~Get Your Files Here !/10. End-to-End Machine Learning/13. chapter-4-model-monitoring-b.mp4
14.2 MB
~Get Your Files Here !/10. End-to-End Machine Learning/13.1 ch4_2_Language.EN.vtt
5.5 KB
~Get Your Files Here !/10. End-to-End Machine Learning/14. chapter-4-model-monitoring-c.mp4
15.1 MB
~Get Your Files Here !/10. End-to-End Machine Learning/14.1 ch4_3_Language.EN.vtt
6 KB
~Get Your Files Here !/10. End-to-End Machine Learning/15. chapter-4-model-monitoring-d.mp4
12.4 MB
~Get Your Files Here !/10. End-to-End Machine Learning/15.1 ch4_4_Language.EN.vtt
5.9 KB
~Get Your Files Here !/10. End-to-End Machine Learning/16. chapter-4-model-monitoring-e.mp4
4.1 MB
~Get Your Files Here !/10. End-to-End Machine Learning/16.1 ch4_5_Language.EN.vtt
2 KB
~Get Your Files Here !/10. End-to-End Machine Learning/16.2 heart_disease_cleaned_2.csv
20.3 KB
~Get Your Files Here !/10. End-to-End Machine Learning/16.3 heart_disease_df_1.csv
41.5 KB
~Get Your Files Here !/10. End-to-End Machine Learning/2. chapter-1-design-and-exploration-b.mp4
16.3 MB
~Get Your Files Here !/10. End-to-End Machine Learning/2.1 ch1_2_Language.EN.vtt
6 KB
~Get Your Files Here !/10. End-to-End Machine Learning/3. chapter-1-design-and-exploration-c.mp4
14.1 MB
~Get Your Files Here !/10. End-to-End Machine Learning/3.1 ch1_3_Language.EN.vtt
5.9 KB
~Get Your Files Here !/10. End-to-End Machine Learning/4. chapter-2-model-training-and-evaluation-a.mp4
19.2 MB
~Get Your Files Here !/10. End-to-End Machine Learning/4.1 ch2_1_Language.EN.vtt
6.6 KB
~Get Your Files Here !/10. End-to-End Machine Learning/5. chapter-2-model-training-and-evaluation-b.mp4
17.8 MB
~Get Your Files Here !/10. End-to-End Machine Learning/5.1 ch2_2_Language.EN.vtt
6.3 KB
~Get Your Files Here !/10. End-to-End Machine Learning/6. chapter-2-model-training-and-evaluation-c.mp4
13.4 MB
~Get Your Files Here !/10. End-to-End Machine Learning/6.1 ch2_3_Language.EN.vtt
5.5 KB
~Get Your Files Here !/10. End-to-End Machine Learning/7. chapter-2-model-training-and-evaluation-d.mp4
19.4 MB
~Get Your Files Here !/10. End-to-End Machine Learning/7.1 ch2_4_Language.EN.vtt
6.5 KB
~Get Your Files Here !/10. End-to-End Machine Learning/8. chapter-3-model-deployment-a.mp4
12.4 MB
~Get Your Files Here !/10. End-to-End Machine Learning/8.1 ch3_1_Language.EN.vtt
5.8 KB
~Get Your Files Here !/10. End-to-End Machine Learning/9. chapter-3-model-deployment-b.mp4
16.3 MB
~Get Your Files Here !/10. End-to-End Machine Learning/9.1 ch3_2_Language.EN.vtt
6.3 KB
~Get Your Files Here !/2. AB Testing in R/1. chapter-1-introduction-to-a.mp4
21.8 MB
~Get Your Files Here !/2. AB Testing in R/1.1 ch1_1_Language.EN.vtt
6.3 KB
~Get Your Files Here !/2. AB Testing in R/1.2 ch1_1_script.md
3.4 KB
~Get Your Files Here !/2. AB Testing in R/10. chapter-3-associations-of-variables-c.mp4
20.8 MB
~Get Your Files Here !/2. AB Testing in R/10.1 ch3_3_Language.EN.vtt
7 KB
~Get Your Files Here !/2. AB Testing in R/10.2 ch3_3_script.md
3.7 KB
~Get Your Files Here !/2. AB Testing in R/11. chapter-3-associations-of-variables-d.mp4
20.8 MB
~Get Your Files Here !/2. AB Testing in R/11.1 ch3_4_Language.EN.vtt
7.8 KB
~Get Your Files Here !/2. AB Testing in R/11.2 ch3_4_script.md
3.6 KB
~Get Your Files Here !/2. AB Testing in R/12. chapter-4-regression-and-prediction-a.mp4
20.1 MB
~Get Your Files Here !/2. AB Testing in R/12.1 ch4_1_Language.EN.vtt
6.3 KB
~Get Your Files Here !/2. AB Testing in R/12.2 ch4_1_script.md
3.4 KB
~Get Your Files Here !/2. AB Testing in R/13. chapter-4-regression-and-prediction-b.mp4
17.1 MB
~Get Your Files Here !/2. AB Testing in R/13.1 ch4_2_Language.EN.vtt
6.3 KB
~Get Your Files Here !/2. AB Testing in R/13.2 ch4_2_script.md
3.4 KB
~Get Your Files Here !/2. AB Testing in R/14. chapter-4-regression-and-prediction-c.mp4
19.3 MB
~Get Your Files Here !/2. AB Testing in R/14.1 ch4_3_Language.EN.vtt
6 KB
~Get Your Files Here !/2. AB Testing in R/14.2 ch4_3_script.md
3.5 KB
~Get Your Files Here !/2. AB Testing in R/15. chapter-4-regression-and-prediction-d.mp4
20 MB
~Get Your Files Here !/2. AB Testing in R/15.1 ch4_4_Language.EN.vtt
5.5 KB
~Get Your Files Here !/2. AB Testing in R/15.2 ch4_4_script.md
3.4 KB
~Get Your Files Here !/2. AB Testing in R/16. chapter-4-regression-and-prediction-e.mp4
6.1 MB
~Get Your Files Here !/2. AB Testing in R/16.1 ch4_5_Language.EN.vtt
2.5 KB
~Get Your Files Here !/2. AB Testing in R/16.2 ch4_5_script.md
1.4 KB
~Get Your Files Here !/2. AB Testing in R/2. chapter-1-introduction-to-b.mp4
17.7 MB
~Get Your Files Here !/2. AB Testing in R/2.1 ch1_2_Language.EN.vtt
6.3 KB
~Get Your Files Here !/2. AB Testing in R/2.2 ch1_2_script.md
3.3 KB
~Get Your Files Here !/2. AB Testing in R/3. chapter-1-introduction-to-c.mp4
19.8 MB
~Get Your Files Here !/2. AB Testing in R/3.1 ch1_3_Language.EN.vtt
6.9 KB
~Get Your Files Here !/2. AB Testing in R/3.2 ch1_3_script.md
3.6 KB
~Get Your Files Here !/2. AB Testing in R/4. chapter-2-comparing-groups-a.mp4
17.6 MB
~Get Your Files Here !/2. AB Testing in R/4.1 ch2_1_Language.EN.vtt
7.3 KB
~Get Your Files Here !/2. AB Testing in R/4.2 ch2_1_script.md
3.6 KB
~Get Your Files Here !/2. AB Testing in R/5. chapter-2-comparing-groups-b.mp4
18.1 MB
~Get Your Files Here !/2. AB Testing in R/5.1 ch2_2_Language.EN.vtt
6.6 KB
~Get Your Files Here !/2. AB Testing in R/5.2 ch2_2_script.md
3.6 KB
~Get Your Files Here !/2. AB Testing in R/6. chapter-2-comparing-groups-c.mp4
17.5 MB
~Get Your Files Here !/2. AB Testing in R/6.1 ch2_3_Language.EN.vtt
6.5 KB
~Get Your Files Here !/2. AB Testing in R/6.2 ch2_3_script.md
3.4 KB
~Get Your Files Here !/2. AB Testing in R/7. chapter-2-comparing-groups-d.mp4
18.5 MB
~Get Your Files Here !/2. AB Testing in R/7.1 ch2_4_Language.EN.vtt
6 KB
~Get Your Files Here !/2. AB Testing in R/7.2 ch2_4_script.md
3.2 KB
~Get Your Files Here !/2. AB Testing in R/8. chapter-3-associations-of-variables-a.mp4
18.7 MB
~Get Your Files Here !/2. AB Testing in R/8.1 ch3_1_Language.EN.vtt
7.7 KB
~Get Your Files Here !/2. AB Testing in R/8.2 ch3_1_script.md
3.6 KB
~Get Your Files Here !/2. AB Testing in R/9. chapter-3-associations-of-variables-b.mp4
19.3 MB
~Get Your Files Here !/2. AB Testing in R/9.1 ch3_2_Language.EN.vtt
6.4 KB
~Get Your Files Here !/2. AB Testing in R/9.2 ch3_2_script.md
3.5 KB
~Get Your Files Here !/2. AB Testing in R/datasets/Absenteeism_at_work.csv
43.5 KB
~Get Your Files Here !/2. AB Testing in R/datasets/cookie_cats_subset.csv
3.8 MB
~Get Your Files Here !/2. AB Testing in R/datasets/covid-dat.csv
165.1 KB
~Get Your Files Here !/2. AB Testing in R/datasets/generatedsite.csv
4.7 KB
~Get Your Files Here !/2. AB Testing in R/datasets/webdat.csv
13.1 KB
~Get Your Files Here !/3. AI Ethics/1. chapter-1-approaching-ai-ethics-a.mp4
19.1 MB
~Get Your Files Here !/3. AI Ethics/1.1 ch1_1_Language.EN.vtt
5.8 KB
~Get Your Files Here !/3. AI Ethics/1.2 ch1_1_script.md
3.5 KB
~Get Your Files Here !/3. AI Ethics/10. chapter-3-the-way-forward-ai-ethics-c.mp4
18.8 MB
~Get Your Files Here !/3. AI Ethics/10.1 ch3_3_Language.EN.vtt
5.6 KB
~Get Your Files Here !/3. AI Ethics/10.2 ch3_3_script.md
3.4 KB
~Get Your Files Here !/3. AI Ethics/11. chapter-3-the-way-forward-ai-ethics-d.mp4
21.6 MB
~Get Your Files Here !/3. AI Ethics/11.1 ch3_4_Language.EN.vtt
5.8 KB
~Get Your Files Here !/3. AI Ethics/11.2 ch3_4_script.md
3.4 KB
~Get Your Files Here !/3. AI Ethics/2. chapter-1-approaching-ai-ethics-b.mp4
