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

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

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Description
[ DevCourseWeb.com ] Data Science Foundations: Fundamentals (2022)



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







LinkedIn Learning

Duration: 5h 17m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 2.78 GB

Genre: eLearning | Language: English



Data science is driving a world-wide revolution that touches everything from business automation to social interaction. It’s also one of the fastest growing, most rewarding careers, employing analysts and engineers around the globe. This course provides an accessible, nontechnical overview of the field, covering the vocabulary, skills, jobs, tools, and techniques of data science. Instructor Barton Poulson defines the relationships to other data-saturated fields such as machine learning and artificial intelligence. He reviews the primary practices: gathering and analyzing data, formulating rules for classification and decision-making, and drawing actionable insights. He also discusses ethics and accountability and provides direction to learn more. By the end, you’ll see how data science can help you make better decisions, gain deeper insights, and make your work more effective and efficient.



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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  • [ TutGator.com ] Linkedin - Data Science Foundations - Fundamentals (2022)
  • ~Get Your Files Here !/01. Introduction/001. Getting started.en.srt 2.3 KB
  • ~Get Your Files Here !/01. Introduction/001. Getting started.mp4 13.8 MB
  • ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt 6.4 KB
  • ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp4 39.1 MB
  • ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt 7.5 KB
  • ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp4 39.3 MB
  • ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt 8.9 KB
  • ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp4 58.4 MB
  • ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt 6 KB
  • ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp4 35.2 MB
  • ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt 7.7 KB
  • ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp4 38.7 MB
  • ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt 7.5 KB
  • ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp4 42.1 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt 13.4 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp4 73 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt 13.1 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp4 96.8 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt 13.4 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp4 72.5 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt 9.1 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp4 49 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt 8.2 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp4 43 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt 13.2 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp4 66.4 MB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt 7 KB
  • ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp4 40.4 MB
  • ~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt 10.6 KB
  • ~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp4 57.4 MB
  • ~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt 8.8 KB
  • ~Get Your Files Here !/04. Ethics and Agency/016. Security.mp4 47.8 MB
  • ~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt 10.7 KB
  • ~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp4 58.6 MB
  • ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt 16.1 KB
  • ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp4 86.5 MB
  • ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt 8.6 KB
  • ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp4 42.2 MB
  • ~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt 8.7 KB
  • ~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp4 47.6 MB
  • ~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt 17.1 KB
  • ~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp4 76.4 MB
  • ~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt 9.9 KB
  • ~Get Your Files Here !/05. Sources of Data/022. In-house data.mp4 49.3 MB
  • ~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt 7 KB
  • ~Get Your Files Here !/05. Sources of Data/023. Open data.mp4 37.3 MB
  • ~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt 4.4 KB
  • ~Get Your Files Here !/05. Sources of Data/024. APIs.mp4 23.7 MB
  • ~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt 8.1 KB
  • ~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp4 57 MB
  • ~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt 9.7 KB
  • ~Get Your Files Here !/05. Sources of Data/026. Creating data.mp4 49.1 MB
  • ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt 6.8 KB
  • ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp4 34.6 MB
  • ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt 5.5 KB
  • ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp4 42.3 MB
  • ~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt 9.1 KB
  • ~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp4 48.2 MB
  • ~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt 8.7 KB
  • ~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp4 45.6 MB
  • ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt 6.6 KB
  • ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp4 35.6 MB
  • ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt 7.2 KB
  • ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp4 53.6 MB
  • ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt 5.8 KB
  • ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp4 31.2 MB
  • ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt 7.5 KB
  • ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp4 42.7 MB
  • ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt 6 KB
  • ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp4 34.4 MB
  • ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt 6.8 KB
  • ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp4 37.5 MB
  • ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt 5.6 KB
  • ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp4 29.3 MB
  • ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt 7.9 KB
  • ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp4 47.3 MB
  • ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt 12.7 KB
  • ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp4 64.1 MB
  • ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt 7.7 KB
  • ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp4 44.2 MB
  • ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt 11 KB
  • ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp4 53.6 MB
  • ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt 7.2 KB
  • ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp4 38.7 MB
  • ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt 5.9 KB
  • ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp4 31.8 MB
  • ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt 11.9 KB
  • ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp4 57.8 MB
  • ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt 10.4 KB
  • ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp4 50.3 MB
  • ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt 9.5 KB
  • ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp4 49.4 MB
  • ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt 8.8 KB
  • ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp4 43.8 MB
  • ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt 13.1 KB
  • ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp4 65.2 MB
  • ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt 15.4 KB
  • ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp4 80.5 MB

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