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LinkedIn Learning - Data Science Foundations Fundamentals
大小 703.55 MB
文件数 92
Info Hash: AA26B4A778C2A05C199CC2F082AFA5924755C63C
收录时间 2026-03-01 02:22:06
更新时间 2026-03-01 02:22:06
文件列表 (92)
!!! More Courses !!!.txt
1.14 KB
[10] 9. Acting on Data Science/[1] Interpretability.mp4
9.3 MB
[10] 9. Acting on Data Science/[1] Interpretability.srt
5.77 KB
[10] 9. Acting on Data Science/[2] Actionable insights.mp4
8.24 MB
[10] 9. Acting on Data Science/[2] Actionable insights.srt
4.88 KB
[11] Conclusion/[1] Next steps.mp4
9.54 MB
[11] Conclusion/[1] Next steps.srt
4.9 KB
[1] Introduction/[1] The fundamentals of data science.mp4
11.81 MB
[1] Introduction/[1] The fundamentals of data science.srt
2.45 KB
[2] 1. What Is Data Science/[1] Supply and demand for data science.mp4
8.28 MB
[2] 1. What Is Data Science/[1] Supply and demand for data science.srt
6.83 KB
[2] 1. What Is Data Science/[2] The data science Venn diagram.mp4
8.64 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
23.22 MB
[2] 1. What Is Data Science/[3] The data science pathway.srt
9.72 KB
[2] 1. What Is Data Science/[4] Roles and teams in data science.mp4
14.03 MB
[2] 1. What Is Data Science/[4] Roles and teams in data science.srt
8.11 KB
[3] 2. The Place of Data Science in the Data Universe/[1] Artificial intelligence.mp4
29.55 MB
[3] 2. The Place of Data Science in the Data Universe/[1] Artificial intelligence.srt
14.22 KB
[3] 2. The Place of Data Science in the Data Universe/[2] Machine learning.mp4
29.96 MB
[3] 2. The Place of Data Science in the Data Universe/[2] Machine learning.srt
13.72 KB
[3] 2. The Place of Data Science in the Data Universe/[3] Deep learning neural networks.mp4
30.53 MB
[3] 2. The Place of Data Science in the Data Universe/[3] Deep learning neural networks.srt
12.29 KB
[3] 2. The Place of Data Science in the Data Universe/[4] Big data.mp4
14.91 MB
[3] 2. The Place of Data Science in the Data Universe/[4] Big data.srt
9.52 KB
[3] 2. The Place of Data Science in the Data Universe/[5] Predictive analytics.mp4
12.04 MB
[3] 2. The Place of Data Science in the Data Universe/[5] Predictive analytics.srt
8.52 KB
[3] 2. The Place of Data Science in the Data Universe/[6] Prescriptive analytics.mp4
13.98 MB
[3] 2. The Place of Data Science in the Data Universe/[6] Prescriptive analytics.srt
13.71 KB
[3] 2. The Place of Data Science in the Data Universe/[7] Business intelligence.mp4
11.08 MB
[3] 2. The Place of Data Science in the Data Universe/[7] Business intelligence.srt
6.98 KB
[4] 3. Ethics and Agency/[1] Legal, ethical, and social issues of data science.mp4
12.59 MB
[4] 3. Ethics and Agency/[1] Legal, ethical, and social issues of data science.srt
7.81 KB
[4] 3. Ethics and Agency/[2] Agency of algorithms and decision-makers.mp4
12.62 MB
[4] 3. Ethics and Agency/[2] Agency of algorithms and decision-makers.srt
9.06 KB
[5] 4. Sources of Data/[1] Data preparation.mp4
15 MB
[5] 4. Sources of Data/[1] Data preparation.srt
9.48 KB
[5] 4. Sources of Data/[2] In-house data.mp4
6.05 MB
[5] 4. Sources of Data/[2] In-house data.srt
3.75 KB
[5] 4. Sources of Data/[3] Open data.mp4
20.52 MB
[5] 4. Sources of Data/[3] Open data.srt
8.75 KB
[5] 4. Sources of Data/[4] APIs.mp4
10.55 MB
[5] 4. Sources of Data/[4] APIs.srt
4.65 KB
[5] 4. Sources of Data/[5] Scraping data.mp4
29.71 MB
[5] 4. Sources of Data/[5] Scraping data.srt
8.54 KB
[5] 4. Sources of Data/[6] Creating data.mp4
14.73 MB
[5] 4. Sources of Data/[6] Creating data.srt
10.33 KB
[5] 4. Sources of Data/[7] Passive collection of training data.mp4
13.21 MB
[5] 4. Sources of Data/[7] Passive collection of training data.srt
6.93 KB
[5] 4. Sources of Data/[8] Self-generated data.mp4
13.97 MB
[5] 4. Sources of Data/[8] Self-generated data.srt
5.81 KB
[6] 5. Sources of Rules/[1] The enumeration of explicit rules.mp4
12.66 MB
[6] 5. Sources of Rules/[1] The enumeration of explicit rules.srt
7.07 KB
[6] 5. Sources of Rules/[2] The derivation of rules from data analysis.mp4
23.83 MB
[6] 5. Sources of Rules/[2] The derivation of rules from data analysis.srt
7.58 KB
[6] 5. Sources of Rules/[3] The generation of implicit rules.mp4
9.18 MB
[6] 5. Sources of Rules/[3] The generation of implicit rules.srt
6.14 KB
[7] 6. Tools for Data Science/[1] Applications for data analysis.mp4
15.15 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
12.86 MB
[7] 6. Tools for Data Science/[2] Languages for data science.srt
6.59 KB
[7] 6. Tools for Data Science/[3] Machine learning as a service.mp4
11.26 MB
[7] 6. Tools for Data Science/[3] Machine learning as a service.srt
5.67 KB
[8] 7. Mathematics for Data Science/[1] Algebra.mp4
14.83 MB
[8] 7. Mathematics for Data Science/[1] Algebra.srt
13.29 KB
[8] 7. Mathematics for Data Science/[2] Calculus.mp4
8.66 MB
[8] 7. Mathematics for Data Science/[2] Calculus.srt
7.83 KB
[8] 7. Mathematics for Data Science/[3] Optimization and the combinatorial explosion.mp4
13.91 MB
[8] 7. Mathematics for Data Science/[3] Optimization and the combinatorial explosion.srt
11.63 KB
[8] 7. Mathematics for Data Science/[4] Bayes' theorem.mp4
10.58 MB
[8] 7. Mathematics for Data Science/[4] Bayes' theorem.srt
7.82 KB
[9] 8. Analyses for Data Science/[10] Aggregating models.mp4
15.04 MB
[9] 8. Analyses for Data Science/[10] Aggregating models.srt
6.86 KB
[9] 8. Analyses for Data Science/[1] Descriptive analyses.mp4
23.19 MB
[9] 8. Analyses for Data Science/[1] Descriptive analyses.srt
12.36 KB
[9] 8. Analyses for Data Science/[2] Predictive models.mp4
24.51 MB
[9] 8. Analyses for Data Science/[2] Predictive models.srt
13.73 KB
[9] 8. Analyses for Data Science/[3] Trend analysis.mp4
19.19 MB
[9] 8. Analyses for Data Science/[3] Trend analysis.srt
11.67 KB
[9] 8. Analyses for Data Science/[4] Clustering.mp4
18.41 MB
[9] 8. Analyses for Data Science/[4] Clustering.srt
10.46 KB
[9] 8. Analyses for Data Science/[5] Classifying.mp4
13.01 MB
[9] 8. Analyses for Data Science/[5] Classifying.srt
10.32 KB
[9] 8. Analyses for Data Science/[6] Anomaly detection.mp4
18.19 MB
[9] 8. Analyses for Data Science/[6] Anomaly detection.srt
9.38 KB
[9] 8. Analyses for Data Science/[7] Dimensionality reduction.mp4
19.46 MB
[9] 8. Analyses for Data Science/[7] Dimensionality reduction.srt
9.74 KB
[9] 8. Analyses for Data Science/[8] Feature selection and creation.mp4
16.9 MB
[9] 8. Analyses for Data Science/[8] Feature selection and creation.srt
10.98 KB
[9] 8. Analyses for Data Science/[9] Validating models.mp4
18.2 MB
[9] 8. Analyses for Data Science/[9] Validating models.srt
8.33 KB
logo.jpg
72.11 KB
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