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01 - Data Concepts and Environments/001 Relational Databases.mp4 44.48 MB
.pad/24565 23.99 KB
01 - Data Concepts and Environments/001 Relational Databases_en.vtt 8.34 KB
.pad/515750 503.66 KB
01 - Data Concepts and Environments/002 Non-relational Databases.mp4 18.86 MB
.pad/145114 141.71 KB
01 - Data Concepts and Environments/002 Non-relational Databases_en.vtt 7.81 KB
.pad/516295 504.19 KB
01 - Data Concepts and Environments/003 Online Transactional Processing (OLTP) & Online Analytical Processing (OLAP).mp4 35.82 MB
.pad/184828 180.5 KB
01 - Data Concepts and Environments/003 Online Transactional Processing (OLTP) & Online Analytical Processing (OLAP)_en.vtt 7.65 KB
.pad/516454 504.35 KB
01 - Data Concepts and Environments/004 Star & Snowflake schemas.mp4 37.2 MB
.pad/310208 302.94 KB
01 - Data Concepts and Environments/004 Star & Snowflake schemas_en.vtt 9.83 KB
.pad/514224 502.17 KB
01 - Data Concepts and Environments/005 Data types Date.mp4 40.47 MB
.pad/32663 31.9 KB
01 - Data Concepts and Environments/005 Data types Date_en.vtt 9.39 KB
.pad/514669 502.61 KB
01 - Data Concepts and Environments/006 Data Types Numerics and Currency.mp4 30.84 MB
.pad/163890 160.05 KB
01 - Data Concepts and Environments/006 Data Types Numerics and Currency_en.vtt 10.75 KB
.pad/513277 501.25 KB
01 - Data Concepts and Environments/007 Data Types Discrete and Continuous Values.mp4 33.89 MB
.pad/110935 108.33 KB
01 - Data Concepts and Environments/007 Data Types Discrete and Continuous Values_en.vtt 8.78 KB
.pad/515294 503.22 KB
01 - Data Concepts and Environments/008 Data Types Text, Audio, Image, Video.mp4 44.96 MB
.pad/41907 40.92 KB
01 - Data Concepts and Environments/008 Data Types Text, Audio, Image, Video_en.vtt 9.63 KB
.pad/514424 502.37 KB
01 - Data Concepts and Environments/009 Data File Formats TextFlat Files, JSON.mp4 41.8 MB
.pad/207485 202.62 KB
01 - Data Concepts and Environments/009 Data File Formats TextFlat Files, JSON_en.vtt 10.41 KB
.pad/513632 501.59 KB
01 - Data Concepts and Environments/010 Data File Formats XML, HTML.mp4 49.06 MB
.pad/457545 446.82 KB
01 - Data Concepts and Environments/010 Data File Formats XML, HTML_en.vtt 11.27 KB
.pad/512746 500.73 KB
02 - Data Mining/001 ETL vs ELT, Delta Load.mp4 43.92 MB
.pad/85670 83.66 KB
02 - Data Mining/001 ETL vs ELT, Delta Load_en.vtt 10.25 KB
.pad/513793 501.75 KB
02 - Data Mining/002 Application Programming Interface (API).mp4 42.13 MB
.pad/385129 376.1 KB
02 - Data Mining/002 Application Programming Interface (API)_en.vtt 7.74 KB
.pad/516362 504.26 KB
02 - Data Mining/003 Pulling Data from an API.mp4 59.7 MB
.pad/317754 310.31 KB
02 - Data Mining/003 Pulling Data from an API_en.vtt 8.53 KB
.pad/515551 503.47 KB
02 - Data Mining/004 Web Scraping Example of a Web-page's HTML Code.mp4 73.87 MB
.pad/135831 132.65 KB
02 - Data Mining/004 Web Scraping Example of a Web-page's HTML Code_en.vtt 10.01 KB
.pad/514038 501.99 KB
02 - Data Mining/005 Web Scraping Scraping Sample Webpage.mp4 86.36 MB
.pad/145180 141.78 KB
02 - Data Mining/005 Web Scraping Scraping Sample Webpage_en.vtt 13.38 KB
.pad/510592 498.63 KB
02 - Data Mining/006 Web Scraping Scraping Real Webpage.mp4 111.22 MB
.pad/297880 290.9 KB
02 - Data Mining/006 Web Scraping Scraping Real Webpage_en.vtt 11.07 KB
.pad/512952 500.93 KB
02 - Data Mining/007 Sampling Probabilistic Sampling.mp4 26.94 MB
.pad/61825 60.38 KB
02 - Data Mining/007 Sampling Probabilistic Sampling_en.vtt 10.32 KB
.pad/513722 501.68 KB
02 - Data Mining/008 Sampling Non-Probabilistic Sampling.mp4 23.89 MB
.pad/117448 114.7 KB
02 - Data Mining/008 Sampling Non-Probabilistic Sampling_en.vtt 9.3 KB
.pad/514761 502.7 KB
02 - Data Mining/009 Duplicate and Redundant Data.mp4 49.53 MB
.pad/492674 481.13 KB
02 - Data Mining/009 Duplicate and Redundant Data_en.vtt 9.72 KB
.pad/514338 502.28 KB
02 - Data Mining/010 Missing Values, Outliers.mp4 53.74 MB
.pad/272981 266.58 KB
02 - Data Mining/010 Missing Values, Outliers_en.vtt 11.43 KB
.pad/512588 500.57 KB
02 - Data Mining/011 Specification Mismatch, Data Type Validation.mp4 32.52 MB
.pad/502980 491.19 KB
02 - Data Mining/011 Specification Mismatch, Data Type Validation_en.vtt 7.97 KB
.pad/516122 504.03 KB
02 - Data Mining/012 Data Manipulations Filtering and Sorting.mp4 58.62 MB
.pad/402387 392.96 KB
02 - Data Mining/012 Data Manipulations Filtering and Sorting_en.vtt 8.74 KB
.pad/515337 503.26 KB
02 - Data Mining/013 Data Manipulations Logical Operations and Aggregation.mp4 74.92 MB
.pad/78703 76.86 KB
02 - Data Mining/013 Data Manipulations Logical Operations and Aggregation_en.vtt 10.44 KB
.pad/513599 501.56 KB
02 - Data Mining/014 Query Optimization.mp4 23.97 MB
.pad/27269 26.63 KB
02 - Data Mining/014 Query Optimization_en.vtt 9.93 KB
.pad/514115 502.07 KB
03 - Data Analysis/001 Measures of Central Tendency.mp4 23.97 MB
.pad/33872 33.08 KB
03 - Data Analysis/001 Measures of Central Tendency_en.vtt 8.45 KB
.pad/515633 503.55 KB
03 - Data Analysis/002 Probability Distributions.mp4 28.86 MB
.pad/145898 142.48 KB
03 - Data Analysis/002 Probability Distributions_en.vtt 9.03 KB
.pad/515044 502.97 KB
03 - Data Analysis/003 Measures of Dispersion.mp4 23.56 MB
.pad/465378 454.47 KB
03 - Data Analysis/003 Measures of Dispersion_en.vtt 8.77 KB
.pad/515304 503.23 KB
03 - Data Analysis/004 Confidence Intervals.mp4 25.81 MB
.pad/194525 189.97 KB
03 - Data Analysis/004 Confidence Intervals_en.vtt 9.57 KB
.pad/514493 502.43 KB
03 - Data Analysis/005 Hypothesis Testing.mp4 19.61 MB
.pad/412193 402.53 KB
03 - Data Analysis/005 Hypothesis Testing_en.vtt 8.42 KB
.pad/515661 503.58 KB
03 - Data Analysis/006 Statistical Tests and Scores - 1 (t-test).mp4 52.43 MB
.pad/75636 73.86 KB
03 - Data Analysis/006 Statistical Tests and Scores - 1 (t-test)_en.vtt 11.23 KB
.pad/512786 500.77 KB
03 - Data Analysis/007 Statistical Tests and Scores - 2 (z-test).mp4 34.36 MB
.pad/143818 140.45 KB
03 - Data Analysis/007 Statistical Tests and Scores - 2 (z-test)_en.vtt 9.85 KB
.pad/514206 502.15 KB
03 - Data Analysis/008 Statistical Tests and Scores - 3 (chi-squared).mp4 25.11 MB
.pad/406528 397 KB
03 - Data Analysis/008 Statistical Tests and Scores - 3 (chi-squared)_en.vtt 8.85 KB
.pad/515222 503.15 KB
03 - Data Analysis/009 Correlation.mp4 24.29 MB
.pad/224141 218.89 KB
03 - Data Analysis/009 Correlation_en.vtt 8.61 KB
.pad/515472 503.39 KB
03 - Data Analysis/010 Linear Regression.mp4 20.83 MB
.pad/177807 173.64 KB
03 - Data Analysis/010 Linear Regression_en.vtt 7.89 KB
.pad/516207 504.11 KB
03 - Data Analysis/011 Types of Analysis.mp4 27.45 MB
.pad/51312 50.11 KB
03 - Data Analysis/011 Types of Analysis_en.vtt 9.26 KB
.pad/514810 502.74 KB
03 - Data Analysis/012 Common Data-Analytics Tools - 1.mp4 75.95 MB
.pad/52691 51.46 KB
03 - Data Analysis/012 Common Data-Analytics Tools - 1_en.vtt 8.44 KB
.pad/515646 503.56 KB
03 - Data Analysis/013 Common Data-Analytics Tools - 2.mp4 94.1 MB
.pad/414364 404.65 KB
03 - Data Analysis/013 Common Data-Analytics Tools - 2_en.vtt 8.73 KB
.pad/515347 503.27 KB
04 - Visualization/001 Plot Types Scatterplots.mp4 23.91 MB
.pad/93545 91.35 KB
04 - Visualization/001 Plot Types Scatterplots_en.vtt 7.24 KB
.pad/516877 504.76 KB
04 - Visualization/002 Plot Types Line Plots.mp4 23.37 MB
.pad/141450 138.13 KB
04 - Visualization/002 Plot Types Line Plots_en.vtt 8.87 KB
.pad/515203 503.13 KB
04 - Visualization/003 Plot Types Pie Charts.mp4 22.47 MB
.pad/27488 26.84 KB
04 - Visualization/003 Plot Types Pie Charts_en.vtt 7.54 KB
.pad/516562 504.46 KB
04 - Visualization/004 Plot Types Bar Charts - Charts and Histograms.mp4 26.89 MB
.pad/117402 114.65 KB
04 - Visualization/004 Plot Types Bar Charts - Charts and Histograms_en.vtt 10.32 KB
.pad/513721 501.68 KB
04 - Visualization/005 Plot Types Advanced Barcharts.mp4 38.43 MB
.pad/76369 74.58 KB
04 - Visualization/005 Plot Types Advanced Barcharts_en.vtt 11.05 KB
.pad/512973 500.95 KB
04 - Visualization/006 Plot Types Heat Maps, Geographic Maps and Treemaps.mp4 53.4 MB
.pad/108566 106.02 KB
04 - Visualization/006 Plot Types Heat Maps, Geographic Maps and Treemaps_en.vtt 10.92 KB
.pad/513107 501.08 KB
04 - Visualization/007 Plot Types Waterfall, Infographic and World Cloud.mp4 45.31 MB
.pad/200682 195.98 KB
04 - Visualization/007 Plot Types Waterfall, Infographic and World Cloud_en.vtt 8.32 KB
.pad/515773 503.68 KB
04 - Visualization/008 Appropriate Design Components Color Schemes.mp4 45.21 MB
.pad/300265 293.23 KB
04 - Visualization/008 Appropriate Design Components Color Schemes_en.vtt 11.06 KB
.pad/512967 500.94 KB
04 - Visualization/009 Appropriate Design Components Overplotting Solutions.mp4 41.05 MB
.pad/467832 456.87 KB
04 - Visualization/009 Appropriate Design Components Overplotting Solutions_en.vtt 8.61 KB
.pad/515470 503.39 KB
04 - Visualization/010 Optimal Dashboard Development.mp4 22.53 MB
.pad/497695 486.03 KB
04 - Visualization/010 Optimal Dashboard Development_en.vtt 9.4 KB
.pad/514663 502.6 KB
04 - Visualization/011 Report Types.mp4 22.24 MB
.pad/273740 267.32 KB
04 - Visualization/011 Report Types_en.vtt 9.49 KB
.pad/514575 502.51 KB
05 - Data Governance, Quality, and Controls/001 Data Governance Concepts.mp4 20.26 MB
.pad/253915 247.96 KB
05 - Data Governance, Quality, and Controls/001 Data Governance Concepts_en.vtt 8.32 KB
.pad/515765 503.68 KB
05 - Data Governance, Quality, and Controls/002 Data Quality Dimensions.mp4 17.59 MB
.pad/432240 422.11 KB
05 - Data Governance, Quality, and Controls/002 Data Quality Dimensions_en.vtt 7.32 KB
.pad/516797 504.68 KB
05 - Data Governance, Quality, and Controls/003 Data Quality Validation Methods.mp4 20.63 MB
.pad/389792 380.66 KB
05 - Data Governance, Quality, and Controls/003 Data Quality Validation Methods_en.vtt 8.37 KB
.pad/515718 503.63 KB
05 - Data Governance, Quality, and Controls/004 Consolidation of Datasets Appending and Merging.mp4 66.91 MB
.pad/93521 91.33 KB
05 - Data Governance, Quality, and Controls/004 Consolidation of Datasets Appending and Merging_en.vtt 13.07 KB
.pad/510905 498.93 KB
05 - Data Governance, Quality, and Controls/005 Consolidation of Datasets Joining Tables.mp4 67.72 MB
.pad/289610 282.82 KB
05 - Data Governance, Quality, and Controls/005 Consolidation of Datasets Joining Tables_en.vtt 10.41 KB
.pad/513626 501.59 KB
05 - Data Governance, Quality, and Controls/006 Data Standardization and Data Dictionary.mp4 32.76 MB
.pad/256610 250.6 KB
05 - Data Governance, Quality, and Controls/006 Data Standardization and Data Dictionary_en.vtt 7.48 KB
.pad/516625 504.52 KB
05 - Data Governance, Quality, and Controls/007 Data Use Compliance.mp4 21.01 MB
.pad/513349 501.32 KB
05 - Data Governance, Quality, and Controls/007 Data Use Compliance_en.vtt 7 KB
.pad/517125 505 KB
05 - Data Governance, Quality, and Controls/008 Data Centralisation and Streamline Access.mp4 21.84 MB
.pad/167722 163.79 KB
05 - Data Governance, Quality, and Controls/008 Data Centralisation and Streamline Access_en.vtt 7.63 KB
.pad/516480 504.38 KB
cover.png 431.22 KB
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