LinkedIn Learning - Introduction to Data Science

Files Included :

01 - Beginning your data science exploration.mp4 (1.56 MB)
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01 - Demystifying data science.mp4 (6.62 MB)
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02 - The value of data science.mp4 (3.3 MB)
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03 - Defining the data science life cycle.mp4 (2.13 MB)
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01 - Reducing bias with probability sampling.mp4 (7.34 MB)
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02 - Using non-probability sampling.mp4 (5.58 MB)
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01 - Comparing Python and R.mp4 (3.94 MB)
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02 - Setting up your Jupyter environment.mp4 (6.85 MB)
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01 - Defining tabular data.mp4 (5.08 MB)
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02 - Reading tabular data.mp4 (12.28 MB)
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03 - Interpreting tabular data.mp4 (4.99 MB)
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04 - Gathering insights.mp4 (11.77 MB)
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05 - Answering specific questions.mp4 (5.06 MB)
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01 - Defining exploratory data analysis.mp4 (1.47 MB)
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02 - Recognizing statistical data types.mp4 (4.94 MB)
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03 - Distinguishing properties of data.mp4 (11.35 MB)
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01 - Explaining data cleaning.mp4 (2.2 MB)
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02 - Questions to guide data cleaning.mp4 (8.44 MB)
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01 - Demystifying data visualization.mp4 (2.12 MB)
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02 - Visualizing your qualitative data.mp4 (9.25 MB)
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03 - Visualizing your quantitative data.mp4 (13.98 MB)
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01 - Defining inference.mp4 (1.51 MB)
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02 - Designing a hypothesis test.mp4 (9.61 MB)
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03 - Creating a permutation.mp4 (8.21 MB)
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04 - Conducting a permutation test.mp4 (13.18 MB)
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05 - Bootstrapping a confidence interval.mp4 (18.74 MB)
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01 - Defining prediction for data science.mp4 (3.42 MB)
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02 - Navigating classification.mp4 (4.44 MB)
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03 - Recognizing the k-NN algorithm.mp4 (6.2 MB)
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04 - Implementing k-Nearest Neighbors.mp4 (15.95 MB)
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05 - Navigating regression.mp4 (5.72 MB)
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06 - Checking assumptions of regression.mp4 (3.5 MB)
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07 - Implementing linear regression.mp4 (12.92 MB)
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01 - Next steps.mp4 (2.37 MB)
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