btec assignment brief

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btec assignment brief qualification pearson btec higher nationals in digital technologies unit number and title unit 12: data analytics learning aim(s) lo1 discuss the theoretical foundation of data analytics that determine decision-making processes in management or business environments lo2 apply a range of descriptive analytic techniques to convert data into actionable insight using a range of statistical techniques lo3 investigate a range of predictive analytic techniques to discover new knowledge for forecasting future events assignment title practical data analytics: from data preparation to strategic insights assessor rashid safarov issue date hand in deadline scenario or context scenario: you have recently joined a consultancy firm specializing in data analytics solutions for businesses across various industries. your manager has assigned you the task of preparing a comprehensive report and a demo project for a client organization that wants to understand how data analytics can enhance its decision-making process. the client expects an …

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g, analysis, visualization), techniques (e.g., clustering, regression), and tools (e.g., power bi, python, excel, r). 2. demonstrate a working example using a popular data analytics tool or language (e.g., using python to load and visualize data, or power bi to create a simple dashboard). 3. investigate and describe the three types of data analytics—descriptive, predictive, and prescriptive—and provide industry use-case examples for each (e.g., amazon’s product recommendations, banks' credit scoring systems). 4. explain descriptive analytics techniques such as data summarization (mean, median), correlation analysis, and data visualization using charts or graphs. provide business examples. 5. apply tools such as excel, power bi, or python (pandas/matplotlib/seaborn) to demonstrate the above techniques using a sample dataset. 6. describe how descriptive analytics outputs (e.g., a sales trend dashboard) help business stakeholders understand what has happened and why. 7. evaluate the role and importance of descriptive analytics in the broader decision-making process using real …

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ornia, irvine – laboratory for fluorescence dynamics “binaries for python extension packages” (development tool) cran.r-project.org the r project for statistical computing “r archive network” (development tool) knime.org konstanz information miner “knime” (development tool) powerbi.microsoft.com microsoft power bi “power bi desktop” (development tool) learning outcomes and assessment criteria pass merit distinction lo1 discuss the theoretical foundation of data analytics that determine decision-making processes in management or business environments lo1 & lo2 d1 evaluate the importance of data analytical techniques to the decision-making process. p1 identify data analytic activities, techniques, and tools. p2 demonstrate an ability to use a popular programming language or tool used in the data analytics industry. m1 investigate the three types of data analytic methods and their use in industry. lo2 apply a range of descriptive analytic techniques to convert data into actionable insight using a range of statistical techniques d2 evaluate how predictive analytic techniques can be …

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ed to find the best course of action in a situation. p7 explain the different roles, responsibilities and challenges faced by data specialists. m4 review the different strategies used by data specialists to ensure data compliance.

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btec assignment brief qualification pearson btec higher nationals in digital technologies unit number and title unit 12: data analytics learning aim(s) lo1 discuss the theoretical foundation of data analytics that determine decision-making processes in management or business environments lo2 apply a range of descriptive analytic techniques to convert data into actionable insight using a range of statistical techniques lo3 investigate a range of predictive analytic techniques to discover new knowledge for forecasting future events assignment title practical data analytics: from data preparation to strategic insights assessor rashid safarov issue date hand in deadline scenario or context scenario: you have recently joined a consultancy firm specializing in data analytics solutions for busine...

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