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Please note that this page does not hosts or makes available any of the listed filenames. You
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| [FreeTutorials.us].txt |
75B |
| 001 Tableau Basics.html |
4.60KB |
| 001 Welcome to Data Science A-ZTM.mp4 |
34.78MB |
| 002 Intro what you will learn in this section.mp4 |
7.70MB |
| 003 Profession of the future.mp4 |
26.89MB |
| 004 Areas of Data Science.mp4 |
19.16MB |
| 005 IMPORTANT Course Pathways.mp4 |
18.64MB |
| 006 BONUS Success Story.html |
1.85KB |
| 007 Welcome to Part 1.mp4 |
30.38MB |
| 008 Intro what you will learn in this section.mp4 |
13.34MB |
| 009 Installing Tableau Desktop and Tableau Public FREE.mp4 |
41.92MB |
| 010 Challenge description view data in file.mp4 |
21.16MB |
| 011 Connecting Tableau to a Data file - CSV file.mp4 |
24.90MB |
| 012 Navigating Tableau - Measures and Dimensions.mp4 |
25.14MB |
| 013 Creating a calculated field.mp4 |
23.30MB |
| 014 Adding colours.mp4 |
25.94MB |
| 015 Adding labels and formatting.mp4 |
41.71MB |
| 016 Exporting your worksheet.mp4 |
37.37MB |
| 017 Section Recap.mp4 |
5.62MB |
| 018 Intro what you will learn in this section.mp4 |
13.28MB |
| 019 Get the Dataset Project Overview.mp4 |
24.06MB |
| 020 Connecting Tableau to an Excel File.mp4 |
19.75MB |
| 021 How to visualise an ad-hoc A-B test in Tableau.mp4 |
19.84MB |
| 022 Working with Aliases.mp4 |
16.39MB |
| 023 Adding a Reference Line.mp4 |
21.91MB |
| 024 Looking for anomalies.mp4 |
34.41MB |
| 025 Handy trick to validate your approach data.mp4 |
37.28MB |
| 026 Section Recap.mp4 |
16.20MB |
| 027 Intro what you will learn in this section.mp4 |
15.20MB |
| 028 Creating bins Visualizing distributions.mp4 |
44.17MB |
| 029 Creating a classification test for a numeric variable.mp4 |
20.80MB |
| 030 Combining two charts and working with them in Tableau.mp4 |
26.91MB |
| 031 Validating Tableau Data Mining with a Chi-Squared test.mp4 |
50.48MB |
| 032 Chi-Squared test when there is more than 2 categories.mp4 |
21.34MB |
| 033 Visualising Balance and Estimated Salary distribution.mp4 |
71.09MB |
| 034 Bonus Chi-Squared Test Stats Tutorial.mp4 |
75.04MB |
| 035 Bonus Chi-Squared Test Part 2 Stats Tutorial.mp4 |
39.63MB |
| 036 Section Recap.mp4 |
19.66MB |
| 037 Part Completed.mp4 |
2.18MB |
| 038 Welcome to Part 2.mp4 |
50.36MB |
| 039 Intro what you will learn in this section.mp4 |
7.22MB |
| 040 Types of variables Categorical vs Numeric.mp4 |
13.04MB |
| 041 Types of regressions.mp4 |
10.33MB |
| 042 Ordinary Least Squares.mp4 |
5.13MB |
| 043 R-squared.mp4 |
7.87MB |
| 044 Adjusted R-squared.mp4 |
16.39MB |
| 045 Intro what you will learn in this section.mp4 |
12.68MB |
| 046 Introduction to Gretl.mp4 |
22.87MB |
| 047 Get the dataset.mp4 |
18.56MB |
| 048 Import data and run descriptive statistics.mp4 |
14.41MB |
| 049 Reading Linear Regression Output.mp4 |
29.67MB |
| 050 Plotting and analysing the graph.mp4 |
31.02MB |
| 051 Intro what you will learn in this section.mp4 |
26.84MB |
| 052 Caveat assumptions of a linear regression.mp4 |
4.32MB |
| 053 Get the dataset.mp4 |
35.95MB |
| 054 Dummy Variables.mp4 |
41.53MB |
| 055 Dummy Variable Trap.mp4 |
12.51MB |
| 056 Ways to build a model BACKWARD FORWARD STEPWISE.mp4 |
25.67MB |
| 057 Backward Elimination - Practice time.mp4 |
95.23MB |
| 058 Using Adjusted R-squared to create Robust models.mp4 |
95.66MB |
| 059 Interpreting coefficients of MLR.mp4 |
88.90MB |
| 060 Section Recap.mp4 |
16.51MB |
| 061 Intro what you will learn in this section.mp4 |
37.19MB |
| 062 Get the dataset.mp4 |
8.99MB |
| 063 Binary outcome YesNo-Type Business Problems.mp4 |
36.20MB |
| 064 Logistic regression intuition.mp4 |
42.99MB |
| 065 Your first logistic regression.mp4 |
41.71MB |
| 066 False Positives and False Negatives.mp4 |
22.87MB |
| 067 Confusion Matrix.mp4 |
11.01MB |
| 068 Interpreting coefficients of a logistic regression.mp4 |
50.74MB |
| 069 Intro what you will learn in this section.mp4 |
15.30MB |
| 070 Get the dataset.mp4 |
27.11MB |
| 071 What is geo-demographic segmenation.mp4 |
15.82MB |
| 072 Lets build the model - first iteration.mp4 |
34.40MB |
| 073 Lets build the model - backward elimination STEP-BY-STEP.mp4 |
97.41MB |
| 074 Transforming independent variables.mp4 |
52.37MB |
| 075 Creating derived variables.mp4 |
41.84MB |
| 076 Checking for multicollinearity using VIF.mp4 |
86.79MB |
| 077 Correlation Matrix and Multicollinearity Intuition.mp4 |
48.82MB |
| 078 Model is Ready and Section Recap.mp4 |
35.01MB |
| 079 Intro what you will learn in this section.mp4 |
8.89MB |
| 080 Accuracy paradox.mp4 |
5.99MB |
| 081 Cumulative Accuracy Profile CAP.mp4 |
27.43MB |
| 082 How to build a CAP curve in Excel.mp4 |
126.96MB |
| 083 Assessing your model using the CAP curve.mp4 |
28.47MB |
| 084 Get my CAP curve template.mp4 |
44.86MB |
| 085 How to use test data to prevent overfitting your model.mp4 |
13.76MB |
| 086 Applying the model to test data.mp4 |
88.64MB |
| 087 Comparing training performance and test performance.mp4 |
87.31MB |
| 088 Section Recap.mp4 |
12.61MB |
| 089 Intro what you will learn in this section.mp4 |
8.35MB |
| 090 Power insights from your CAP.mp4 |
85.59MB |
| 091 Coefficients of a Logistic Regression - Plan of Attack advanced topic.mp4 |
13.66MB |
| 092 Odds ratio advanced topic.mp4 |
39.85MB |
| 093 Odds Ratio vs Coefficients in a Logistic Regression advanced topic.mp4 |
19.55MB |
| 094 Deriving insights from your coefficients advanced topic.mp4 |
92.35MB |
| 095 Section Recap.mp4 |
9.79MB |
| 096 Intro what you will learn in this section.mp4 |
9.45MB |
| 097 What does model deterioration look like.mp4 |
22.60MB |
| 098 Why do models deteriorate.mp4 |
80.69MB |
| 099 Three levels of maintenance for deployed models.mp4 |
18.61MB |
| 100 Section Recap.mp4 |
4.40MB |
| 101 Welcome to Part 3.mp4 |
32.70MB |
| 102 Intro what you will learn in this section.mp4 |
5.69MB |
| 103 Working with Data.mp4 |
2.88MB |
| 104 What is a Data Warehouse What is a Database.mp4 |
13.66MB |
| 105 Setting up Microsoft SQL Server 2014 for practice.mp4 |
20.12MB |
| 106 Important Practice Database.mp4 |
22.79MB |
| 107 ETL for Data Science - what is Extract Transform Load ETL.mp4 |
4.12MB |
| 108 Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS.mp4 |
10.31MB |
| 109 Installing SSDT with MSVS Shell.mp4 |
25.42MB |
| 110 Intro what you will learn in this section.mp4 |
14.54MB |
| 111 Preparing your folder structure for your Data Science project.mp4 |
6.75MB |
| 112 Download the dataset for this section.mp4 |
5.38MB |
| 113 Two things you HAVE to do before the load.mp4 |
35.99MB |
| 114 Notepad.mp4 |
6.04MB |
| 115 Editpad Lite.mp4 |
11.28MB |
| 116 Intro what you will learn in this section.mp4 |
14.66MB |
| 117 Starting and navigating an SSIS Project.mp4 |
8.87MB |
| 118 Creating a flat file source task and OLE DB destination.mp4 |
8.49MB |
| 119 Setting up your flat file source connection.mp4 |
29.49MB |
| 120 Setting up your database connection and creating a RAW table.mp4 |
41.37MB |
| 121 Run the Upload Disable.mp4 |
17.82MB |
| 122 Due Dilligence Upload Quality Assurance.mp4 |
18.12MB |
| 123 Intro what you will learn in this section.mp4 |
17.96MB |
| 124 Download the dataset for this section.mp4 |
3.64MB |
| 125 How excel can mess up your data.mp4 |
110.92MB |
| 126 Bulletproof Blueprint for Data Wrangling before the Load.mp4 |
126.45MB |
| 127 SSIS Error Text qualifier not specified.mp4 |
46.19MB |
| 128 What do you do when your source file is corrupt Part 1.mp4 |
257.15MB |
| 129 What do you do when your source file is corrupt Part 2.mp4 |
60.15MB |
| 130 SSIS Error Data truncation.mp4 |
243.60MB |
| 131 Handy trick for finding anomalies in SQL.mp4 |
35.75MB |
| 132 Automating Error Handling in SSIS Conditional Split.mp4 |
48.00MB |
| 133 Automating Error Handling in SSIS Conditional Split Level 2.mp4 |
72.72MB |
| 134 How to analyze the error files.mp4 |
238.99MB |
| 135 Due Dilligence the one thing you HAVE to do every time.mp4 |
44.54MB |
| 136 Types of Errors in SSIS.mp4 |
8.78MB |
| 137 Summary.mp4 |
48.39MB |
| 138 Homework.mp4 |
95.67MB |
| 139 Intro what you will learn in this section.mp4 |
11.24MB |
| 140 Download the dataset for this section.mp4 |
3.01MB |
| 141 Getting To Know MS SQL Management Studio.mp4 |
8.09MB |
| 142 Shortcut to upload the data.mp4 |
13.82MB |
| 143 SELECT Statement.mp4 |
48.90MB |
| 144 Using the WHERE clause to filter data.mp4 |
59.30MB |
| 145 How to use Wildcards Regular Expressions in SQL and _.mp4 |
41.68MB |
| 146 Comments in SQL.mp4 |
19.24MB |
| 147 Order By.mp4 |
53.73MB |
| 148 Data Types in SQL.mp4 |
16.09MB |
| 149 Implicit Data Conversion in SQL.mp4 |
24.45MB |
| 150 Using Cast vs Convert.mp4 |
32.18MB |
| 151 Working with NULLs.mp4 |
37.28MB |
| 152 Understanding how LEFT RIGHT INNER and OUTER joins work.mp4 |
18.36MB |
| 153 Joins with duplicate values.mp4 |
7.92MB |
| 154 Joining on multiple fields.mp4 |
17.84MB |
| 155 Practicing Joins.mp4 |
57.45MB |
| 156 Intro what you will learn in this section.mp4 |
19.40MB |
| 157 RAW WRK DRV tables.mp4 |
13.09MB |
| 158 Download the dataset for this section.mp4 |
5.29MB |
| 159 Create your first Stored Proc in SQL.mp4 |
27.17MB |
| 160 Executing Stored Procedures.mp4 |
19.24MB |
| 161 Modifying Stored Procedures.mp4 |
63.76MB |
| 162 Create table.mp4 |
61.44MB |
| 163 Insert INTO.mp4 |
22.51MB |
| 164 Check if table exists drop table Truncate.mp4 |
48.67MB |
| 165 Intermediate Recap - Procs.mp4 |
9.65MB |
| 166 Create the proc for the second file.mp4 |
123.94MB |
| 167 Adding leading zeros.mp4 |
80.71MB |
| 168 Converting data on the fly.mp4 |
78.06MB |
| 169 How to create a proc template.mp4 |
39.04MB |
| 170 Archiving Procs.mp4 |
40.40MB |
| 171 What you can do with these tables going forward drv files etc..mp4 |
110.30MB |
| 172 Intro what you will learn in this section.mp4 |
18.78MB |
| 173 Download the dataset for this section.mp4 |
2.54MB |
| 174 Upload the data to RAW table.mp4 |
144.55MB |
| 175 Create Stored Proc.mp4 |
58.20MB |
| 176 How to deal with errors using the isnumeric function.mp4 |
61.80MB |
| 177 How to deal errors using the len function.mp4 |
62.78MB |
| 178 How to deal with errors using the isdate function.mp4 |
68.88MB |
| 179 Additional Quality Assurance check Balance.mp4 |
27.52MB |
| 180 Additional Quality Assurance check ZipCode.mp4 |
44.81MB |
| 181 Additional Quality Assurance check Birthday.mp4 |
24.79MB |
| 182 Part Completed.mp4 |
50.11MB |
| 183 ETL Error Handling Vehicle Service Project.mp4 |
34.35MB |
| 184 Welcome to Part 4.mp4 |
15.38MB |
| 185 Intro what you will learn in this section.mp4 |
11.71MB |
| 186 Cross-departmental Work.mp4 |
71.40MB |
| 187 Come to me with a Business Problem.mp4 |
38.40MB |
| 188 Setting expectations and pre-project communication.mp4 |
54.94MB |
| 189 Go and sit with them.mp4 |
85.23MB |
| 190 The art of saying No.mp4 |
87.38MB |
| 191 Sometimes you have to go to the top.mp4 |
41.03MB |
| 192 Building a data culture.mp4 |
82.32MB |
| 193 Intro what you will learn in this section.mp4 |
27.47MB |
| 194 Case study.mp4 |
22.19MB |
| 195 Analysing the intro.mp4 |
54.54MB |
| 196 Intro dissection - recap.mp4 |
165.20MB |
| 197 REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 |
104.28MB |
| 198 My brainstorming method.mp4 |
54.90MB |
| 199 How to present to executives.mp4 |
89.44MB |
| 200 The truth is not always pretty.mp4 |
46.83MB |
| 201 Passion and the Wow-factor.mp4 |
34.31MB |
| 202 Bonus my full presentation LIVE 2015.mp4 |
88.48MB |
| 203 Bonus links to other examples of good storytelling.html |
929B |
| 204 Advanced Data Mining with Tableau Visualising Credit Score Tenure.mp4 |
18.66MB |
| 205 Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4 |
13.72MB |
| 206 ETL Error Handling Phases 1 and 2.mp4 |
238.98MB |
| 207 ETL Error Handling Vehicle Service Project Part 1 of 3.mp4 |
183.53MB |
| 208 ETL Error Handling Vehicle Service Project Part 2 of 3.mp4 |
102.91MB |
| 209 ETL Error Handling Vehicle Service Project Part 3 of 3.mp4 |
138.83MB |
| 210 YOUR SPECIAL BONUS.html |
4.34KB |
| Freetutorials.us.url |
119B |