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LinkedIn Learning - Data Science Foundations Fundamentals

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File Name
Size
!!! More Courses !!!.txt
1.1 kB
[10] 9. Acting on Data Science/[1] Interpretability.mp4
9.3 MB
[10] 9. Acting on Data Science/[1] Interpretability.srt
5.8 kB
[10] 9. Acting on Data Science/[2] Actionable insights.mp4
8.2 MB
[10] 9. Acting on Data Science/[2] Actionable insights.srt
4.9 kB
[11] Conclusion/[1] Next steps.mp4
9.5 MB
[11] Conclusion/[1] Next steps.srt
4.9 kB
[1] Introduction/[1] The fundamentals of data science.mp4
12 MB
[1] Introduction/[1] The fundamentals of data science.srt
2.5 kB
[2] 1. What Is Data Science/[1] Supply and demand for data science.mp4
8.3 MB
[2] 1. What Is Data Science/[1] Supply and demand for data science.srt
6.8 kB
[2] 1. What Is Data Science/[2] The data science Venn diagram.mp4
8.6 MB
[2] 1. What Is Data Science/[2] The data science Venn diagram.srt
7.9 kB
[2] 1. What Is Data Science/[3] The data science pathway.mp4
23 MB
[2] 1. What Is Data Science/[3] The data science pathway.srt
9.7 kB
[2] 1. What Is Data Science/[4] Roles and teams in data science.mp4
14 MB
[2] 1. What Is Data Science/[4] Roles and teams in data science.srt
8.1 kB
[3] 2. The Place of Data Science in the Data Universe/[1] Artificial intelligence.mp4
30 MB
[3] 2. The Place of Data Science in the Data Universe/[1] Artificial intelligence.srt
14 kB
[3] 2. The Place of Data Science in the Data Universe/[2] Machine learning.mp4
30 MB
[3] 2. The Place of Data Science in the Data Universe/[2] Machine learning.srt
14 kB
[3] 2. The Place of Data Science in the Data Universe/[3] Deep learning neural networks.mp4
30 MB
[3] 2. The Place of Data Science in the Data Universe/[3] Deep learning neural networks.srt
12 kB
[3] 2. The Place of Data Science in the Data Universe/[4] Big data.mp4
15 MB
[3] 2. The Place of Data Science in the Data Universe/[4] Big data.srt
9.5 kB
[3] 2. The Place of Data Science in the Data Universe/[5] Predictive analytics.mp4
12 MB
[3] 2. The Place of Data Science in the Data Universe/[5] Predictive analytics.srt
8.5 kB
[3] 2. The Place of Data Science in the Data Universe/[6] Prescriptive analytics.mp4
14 MB
[3] 2. The Place of Data Science in the Data Universe/[6] Prescriptive analytics.srt
14 kB
[3] 2. The Place of Data Science in the Data Universe/[7] Business intelligence.mp4
11 MB
[3] 2. The Place of Data Science in the Data Universe/[7] Business intelligence.srt
7.0 kB
[4] 3. Ethics and Agency/[1] Legal, ethical, and social issues of data science.mp4
13 MB
[4] 3. Ethics and Agency/[1] Legal, ethical, and social issues of data science.srt
7.8 kB
[4] 3. Ethics and Agency/[2] Agency of algorithms and decision-makers.mp4
13 MB
[4] 3. Ethics and Agency/[2] Agency of algorithms and decision-makers.srt
9.1 kB
[5] 4. Sources of Data/[1] Data preparation.mp4
15 MB
[5] 4. Sources of Data/[1] Data preparation.srt
9.5 kB
[5] 4. Sources of Data/[2] In-house data.mp4
6.1 MB
[5] 4. Sources of Data/[2] In-house data.srt
3.8 kB
[5] 4. Sources of Data/[3] Open data.mp4
20 MB
[5] 4. Sources of Data/[3] Open data.srt
8.8 kB
[5] 4. Sources of Data/[4] APIs.mp4
11 MB
[5] 4. Sources of Data/[4] APIs.srt
4.7 kB
[5] 4. Sources of Data/[5] Scraping data.mp4
30 MB
[5] 4. Sources of Data/[5] Scraping data.srt
8.5 kB
[5] 4. Sources of Data/[6] Creating data.mp4
15 MB
[5] 4. Sources of Data/[6] Creating data.srt
10 kB
[5] 4. Sources of Data/[7] Passive collection of training data.mp4
13 MB
[5] 4. Sources of Data/[7] Passive collection of training data.srt
6.9 kB
[5] 4. Sources of Data/[8] Self-generated data.mp4
14 MB
[5] 4. Sources of Data/[8] Self-generated data.srt
5.8 kB
[6] 5. Sources of Rules/[1] The enumeration of explicit rules.mp4
13 MB
[6] 5. Sources of Rules/[1] The enumeration of explicit rules.srt
7.1 kB
[6] 5. Sources of Rules/[2] The derivation of rules from data analysis.mp4
24 MB
[6] 5. Sources of Rules/[2] The derivation of rules from data analysis.srt
7.6 kB
[6] 5. Sources of Rules/[3] The generation of implicit rules.mp4
9.2 MB
[6] 5. Sources of Rules/[3] The generation of implicit rules.srt
6.1 kB
[7] 6. Tools for Data Science/[1] Applications for data analysis.mp4
15 MB
[7] 6. Tools for Data Science/[1] Applications for data analysis.srt
7.9 kB
[7] 6. Tools for Data Science/[2] Languages for data science.mp4
13 MB
[7] 6. Tools for Data Science/[2] Languages for data science.srt
6.6 kB
[7] 6. Tools for Data Science/[3] Machine learning as a service.mp4
11 MB
[7] 6. Tools for Data Science/[3] Machine learning as a service.srt
5.7 kB
[8] 7. Mathematics for Data Science/[1] Algebra.mp4
15 MB
[8] 7. Mathematics for Data Science/[1] Algebra.srt
13 kB
[8] 7. Mathematics for Data Science/[2] Calculus.mp4
8.7 MB
[8] 7. Mathematics for Data Science/[2] Calculus.srt
7.8 kB
[8] 7. Mathematics for Data Science/[3] Optimization and the combinatorial explosion.mp4
14 MB
[8] 7. Mathematics for Data Science/[3] Optimization and the combinatorial explosion.srt
12 kB
[8] 7. Mathematics for Data Science/[4] Bayes' theorem.mp4
11 MB
[8] 7. Mathematics for Data Science/[4] Bayes' theorem.srt
7.8 kB
[9] 8. Analyses for Data Science/[10] Aggregating models.mp4
15 MB
[9] 8. Analyses for Data Science/[10] Aggregating models.srt
6.9 kB
[9] 8. Analyses for Data Science/[1] Descriptive analyses.mp4
23 MB
[9] 8. Analyses for Data Science/[1] Descriptive analyses.srt
12 kB
[9] 8. Analyses for Data Science/[2] Predictive models.mp4
24 MB
[9] 8. Analyses for Data Science/[2] Predictive models.srt
14 kB
[9] 8. Analyses for Data Science/[3] Trend analysis.mp4
19 MB
[9] 8. Analyses for Data Science/[3] Trend analysis.srt
12 kB
[9] 8. Analyses for Data Science/[4] Clustering.mp4
18 MB
[9] 8. Analyses for Data Science/[4] Clustering.srt
10 kB
[9] 8. Analyses for Data Science/[5] Classifying.mp4
13 MB
[9] 8. Analyses for Data Science/[5] Classifying.srt
10 kB
[9] 8. Analyses for Data Science/[6] Anomaly detection.mp4
18 MB
[9] 8. Analyses for Data Science/[6] Anomaly detection.srt
9.4 kB
[9] 8. Analyses for Data Science/[7] Dimensionality reduction.mp4
20 MB
[9] 8. Analyses for Data Science/[7] Dimensionality reduction.srt
9.7 kB
[9] 8. Analyses for Data Science/[8] Feature selection and creation.mp4
17 MB
[9] 8. Analyses for Data Science/[8] Feature selection and creation.srt
11 kB
[9] 8. Analyses for Data Science/[9] Validating models.mp4
18 MB
[9] 8. Analyses for Data Science/[9] Validating models.srt
8.3 kB
logo.jpg
72 kB