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