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

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[ TutGator.com ] Linkedin - Data Science Foundations - Fundamentals <span style=color:#777>(2022)</span>

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[ TutGator.com ] Linkedin - Data Science Foundations - Fundamentals (2022).torrent
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Uploaded on 10-02-2022 by our crawler pet called "Spidey".
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[ DevCourseWeb.com ] Data Science Foundations: Fundamentals (2022)



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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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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/01. Introduction/001. Getting started.en.srt2.3 KB
~Get Your Files Here !/01. Introduction/001. Getting started.mp413.8 MB
~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt6.4 KB
~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp439.1 MB
~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt7.5 KB
~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp439.3 MB
~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt8.9 KB
~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp458.4 MB
~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt6 KB
~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp435.2 MB
~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt7.7 KB
~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp438.7 MB
~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt7.5 KB
~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp442.1 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt13.4 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp473 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt13.1 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp496.8 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt13.4 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp472.5 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt9.1 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp449 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt8.2 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp443 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt13.2 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp466.4 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt7 KB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp440.4 MB
~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt10.6 KB
~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp457.4 MB
~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt8.8 KB
~Get Your Files Here !/04. Ethics and Agency/016. Security.mp447.8 MB
~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt10.7 KB
~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp458.6 MB
~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt16.1 KB
~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp486.5 MB
~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt8.6 KB
~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp442.2 MB
~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt8.7 KB
~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp447.6 MB
~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt17.1 KB
~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp476.4 MB
~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt9.9 KB
~Get Your Files Here !/05. Sources of Data/022. In-house data.mp449.3 MB
~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt7 KB
~Get Your Files Here !/05. Sources of Data/023. Open data.mp437.3 MB
~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt4.4 KB
~Get Your Files Here !/05. Sources of Data/024. APIs.mp423.7 MB
~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt8.1 KB
~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp457 MB
~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt9.7 KB
~Get Your Files Here !/05. Sources of Data/026. Creating data.mp449.1 MB
~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt6.8 KB
~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp434.6 MB
~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt5.5 KB
~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp442.3 MB
~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt9.1 KB
~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp448.2 MB
~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt8.7 KB
~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp445.6 MB
~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt6.6 KB
~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp435.6 MB
~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt7.2 KB
~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp453.6 MB
~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt5.8 KB
~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp431.2 MB
~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt7.5 KB
~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp442.7 MB
~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt6 KB
~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp434.4 MB
~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt6.8 KB
~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp437.5 MB
~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt5.6 KB
~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp429.3 MB
~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt7.9 KB
~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp447.3 MB
~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt12.7 KB
~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp464.1 MB
~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt7.7 KB
~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp444.2 MB
~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt11 KB
~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp453.6 MB
~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt7.2 KB
~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp438.7 MB
~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt5.9 KB
~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp431.8 MB
~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt11.9 KB
~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp457.8 MB
~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt10.4 KB
~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp450.3 MB
~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt9.5 KB
~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp449.4 MB
~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt8.8 KB
~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp443.8 MB
~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt13.1 KB
~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp465.2 MB
~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt15.4 KB
~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp480.5 MB

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