[ TutGator.com ] Linkedin - Data Science Foundations - Fundamentals (2022) torrent, magnet, bt

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[ TutGator.com ] Linkedin - Data Science Foundations - Fundamentals (2022)

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2022-02-11

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TutGator com Linkedin Data Science Foundations Fundamentals 2022

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File Name

Size

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178B

~Get Your Files Here !/01. Introduction/001. Getting started.en.srt

2.29KB

~Get Your Files Here !/01. Introduction/001. Getting started.mp4

13.8MB

~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt

6.43KB

~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp4

39.12MB

~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt

7.54KB

~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp4

39.3MB

~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt

8.88KB

~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp4

58.4MB

~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt

6.04KB

~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp4

35.2MB

~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt

7.73KB

~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp4

38.73MB

~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt

7.52KB

~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp4

42.13MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt

13.42KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp4

73.01MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt

13.1KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp4

96.85MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt

13.4KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp4

72.46MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt

9.12KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp4

49.05MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt

8.21KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp4

43.03MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt

13.21KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp4

66.36MB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt

6.98KB

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp4

40.38MB

~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt

10.58KB

~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp4

57.39MB

~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt

8.81KB

~Get Your Files Here !/04. Ethics and Agency/016. Security.mp4

47.85MB

~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt

10.69KB

~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp4

58.6MB

~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt

16.1KB

~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp4

86.49MB

~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt

8.57KB

~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp4

42.23MB

~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt

8.7KB

~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp4

47.63MB

~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt

17.07KB

~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp4

76.36MB

~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt

9.9KB

~Get Your Files Here !/05. Sources of Data/022. In-house data.mp4

49.3MB

~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt

7.04KB

~Get Your Files Here !/05. Sources of Data/023. Open data.mp4

37.31MB

~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt

4.44KB

~Get Your Files Here !/05. Sources of Data/024. APIs.mp4

23.66MB

~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt

8.08KB

~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp4

57.03MB

~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt

9.66KB

~Get Your Files Here !/05. Sources of Data/026. Creating data.mp4

49.07MB

~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt

6.8KB

~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp4

34.59MB

~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt

5.48KB

~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp4

42.31MB

~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt

9.13KB

~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp4

48.23MB

~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt

8.66KB

~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp4

45.58MB

~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt

6.63KB

~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp4

35.63MB

~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt

7.19KB

~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp4

53.62MB

~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt

5.83KB

~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp4

31.23MB

~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt

7.47KB

~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp4

42.72MB

~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt

5.98KB

~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp4

34.41MB

~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt

6.79KB

~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp4

37.52MB

~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt

5.63KB

~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp4

29.26MB

~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt

7.94KB

~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp4

47.25MB

~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt

12.73KB

~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp4

64.15MB

~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt

7.69KB

~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp4

44.25MB

~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt

10.97KB

~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp4

53.55MB

~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt

7.21KB

~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp4

38.73MB

~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt

5.86KB

~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp4

31.77MB

~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt

11.9KB

~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp4

57.76MB

~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt

10.43KB

~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp4

50.29MB

~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt

9.46KB

~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp4

49.36MB

~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt

8.81KB

~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp4

43.81MB

~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt

13.11KB

~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp4

65.18MB

~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt

15.41KB

~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp4

80.54MB

~Get Your Files Here !/10. Supervised Learning/050. Classifying.en.srt

9.89KB

~Get Your Files Here !/10. Supervised Learning/050. Classifying.mp4

48.69MB

~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.en.srt

10.39KB

~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.mp4

50.94MB

~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.en.srt

14.1KB

~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.mp4

74.43MB

~Get Your Files Here !/10. Supervised Learning/053. Validating models.en.srt

9.29KB

~Get Your Files Here !/10. Supervised Learning/053. Validating models.mp4

50.52MB

~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).en.srt

8.84KB

~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).mp4

51.09MB

~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.en.srt

10.28KB

~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.mp4

52.8MB

~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.en.srt

5.6KB

~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.mp4

28.9MB

~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.en.srt

8.37KB

~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.mp4

44.23MB

~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.en.srt

4.76KB

~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.mp4

25.48MB

~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.en.srt

4.41KB

~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.mp4

24.63MB

~Get Your Files Here !/Bonus Resources.txt

386B

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