Data Pre-Processing for Data Analytics and Data Science

Files Included :

1 Introduction about Tutor.mp4 (22.32 MB)
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2 Agenda and Stages of Analytics.mp4 (8.13 MB)
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3 What is Diagnoistic Analytics.mp4 (11.8 MB)
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4 What is Predictive Analytics.mp4 (11.82 MB)
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5 What is Prescriptive Analytics.mp4 (57.94 MB)
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6 What is CRISP-ML(Q).mp4 (30.06 MB)
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1 Understanding Outlier Analysis Treatment.mp4 (144.27 MB)
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2 Understanding Outlier Analysis Treatment using Python.mp4 (374.86 MB)
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1 Business Understanding - Define Scope Of Application.mp4 (164.46 MB)
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2 Business Understanding - Define Sucess Criteria.mp4 (70.26 MB)
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3 Business Understanding - Use Cases.mp4 (89.84 MB)
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1 Agenda Data Understanding.mp4 (7.05 MB)
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2 Introduction to Data Understanding.mp4 (63.34 MB)
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3 Data Types - Continuous vs Discrete.mp4 (110.48 MB)
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4 Categorical Data vs Count Data.mp4 (75.56 MB)
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5 Pratical Data Understanding Using Realtime Examples.mp4 (109.23 MB)
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6 Scale of Measurement.mp4 (38.86 MB)
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7 Quantitative Vs Qualitative.mp4 (56.26 MB)
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8 Structured vs Unstructured Data.mp4 (148.84 MB)
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1 What is Data Collection.mp4 (48.11 MB)
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2 Understanding Primary Data Sources.mp4 (205.52 MB)
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3 Understanding Secondary Data Sources.mp4 (113.51 MB)
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4 Understanding Data Collection using Survey.mp4 (63.26 MB)
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5 Understanding Data Collection using DoE.mp4 (64.35 MB)
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6 Understanding Possible errors in Data Collection stage.mp4 (132.78 MB)
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7 Understanding Bias and Fairness.mp4 (53.91 MB)
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1 Introduction to CRISP-ML(Q) Data Preparation & Agenda.mp4 (21.31 MB)
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2 What is Probability.mp4 (48.51 MB)
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3 What is Random Variable.mp4 (115.51 MB)
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4 Understanding Probability and its Application,Probability Distribution.mp4 (117.3 MB)
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1 Understanding Normal Distribution.mp4 (126.13 MB)
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2 What is Inferencial Statistics.mp4 (112.46 MB)
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3 Understanding Standard Normal Distribution & Whats is Z Scores.mp4 (237.08 MB)
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4 Understanding Measures of central tendency ( First moment business decession).mp4 (281.37 MB)
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5 Understanding Measures of Dispersion ( Second moment business decision).mp4 (104.7 MB)
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6 Understanding Box Plot(Diff B-w Percentile and Quantile and Quartile).mp4 (58.86 MB)
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7 Understanding Graphical Techniques-Q-Q-Plot.mp4 (67.32 MB)
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8 Understanding about Bivariate Scatter Plot.mp4 (320.32 MB)
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1 Python Installation.mp4 (76.54 MB)
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2 Anakonda Installation.mp4 (81.03 MB)
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3 Understand about Anakonda Navigator, Spyder & Python Libraries.mp4 (291.41 MB)
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4 Understanding about Jupyter and Google Colab.mp4 (86.44 MB)
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1 Recap of Concepts.mp4 (44.28 MB)
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2 Understanding Data Cleansing Typecasting.mp4 (85.1 MB)
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3 Understanding Data Cleansing Typecasting Using Python.mp4 (198.42 MB)
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1 Recap of Concepts.mp4 (63.71 MB)
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2 Understanding Handling Duplicates.mp4 (105.64 MB)
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3 Understanding Handling Duplicates using Python.mp4 (327.31 MB)
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