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Название [UDEMY] DATA SCIENCE A-Z™: REAL-LIFE DATA SCIENCE EXERCISES INCLUDED ([FreeTutorials.Us] datascience)
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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
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