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Udacity - Business Analyst nd008 v3.0.0
WEBRip | English | MP4 | 1280 x 720 | AVC ~288 kbps | 29.970 fps
AAC | 126 Kbps | 44.1 KHz | 2 channels | 15:44:39 | 3.86 GB
Genre: Video Tutorial
This program is for anyone who wishes to gain foundational data skills that are applicable to virtually all fields. You’ll learn to collect, organize, and analyze data with Excel and SQL; build Excel models to analyze possible business outcomes; and visualize and communicate your findings using Tableau. This program is an ideal choice whether you’re just getting started with data, are interested in applying data skills to your current role, or plan to pursue further studies or career goals.
Content:
Part 01-Module 01-Lesson 01_Orientation
Part 01-Module 01-Lesson 02_Predicting Diamond Prices
Part 01-Module 02-Lesson 01_The Analytical Problem Solving Framework
Part 01-Module 02-Lesson 02_Selecting an Analytical Methodology
Part 01-Module 02-Lesson 03_Linear Regression
Part 01-Module 02-Lesson 04_Practice Project
Part 01-Module 02-Lesson 05_Predicting Catalog Demand
Part 02-Module 01-Lesson 01_Understanding Data
Part 02-Module 01-Lesson 02_Data Issues
Part 02-Module 01-Lesson 03_Data Formatting
Part 02-Module 01-Lesson 04_Data Blending
Part 02-Module 01-Lesson 05_Practice Project
Part 02-Module 01-Lesson 06_Create an Analytical Dataset
Part 02-Module 02-Lesson 01_Selecting Predictor Variables
Part 02-Module 02-Lesson 02_Practice Project Select Location of a New Petstore
Part 02-Module 03-Lesson 01_Basic SQL
Part 02-Module 03-Lesson 02_SQL Joins
Part 02-Module 03-Lesson 03_SQL Aggregations
Part 02-Module 03-Lesson 04_SQL Subqueries & Temporary Tables
Part 02-Module 03-Lesson 05_SQL Data Cleaning
Part 02-Module 03-Lesson 06_[Advanced] SQL Window Functions
Part 02-Module 03-Lesson 07_[Advanced] SQL Advanced JOINs & Performance Tuning
Part 02-Module 03-Lesson 08_Create Reports from a Database
Part 03-Module 01-Lesson 01_Intro to Data Visualization
Part 03-Module 01-Lesson 02_Design
Part 03-Module 01-Lesson 03_Data Visualizations in Tableau
Part 03-Module 01-Lesson 04_Making Dashboards & Stories in Tableau
Part 03-Module 01-Lesson 05_Visualizing Movie Data
Part 04-Module 01-Lesson 01_Conduct a Job Search
Part 04-Module 02-Lesson 01_Refine Your Entry-Level Resume
Part 04-Module 02-Lesson 02_Refine Your Career Change Resume
Part 04-Module 02-Lesson 03_Refine Your Prior Industry Experience Resume
Part 04-Module 03-Lesson 01_Craft Your Cover Letter
Part 05-Module 01-Lesson 01_Classification Problems
Part 05-Module 01-Lesson 02_Binary Classification Models
Part 05-Module 01-Lesson 03_Non-Binary Classification Models
Part 05-Module 01-Lesson 04_Predicting Default Risk
Part 06-Module 01-Lesson 01_AB Testing Fundamentals
Part 06-Module 01-Lesson 02_Randomized Design Tests
Part 06-Module 01-Lesson 03_Matched Pair Design Tests
Part 06-Module 01-Lesson 04_Matched Pair Practice
Part 06-Module 01-Lesson 05_AB Test a New Menu Launch
Part 07-Module 01-Lesson 01_Develop Your Personal Brand
Part 07-Module 01-Lesson 02_LinkedIn Review
Part 07-Module 01-Lesson 03_Udacity Professional Profile
Part 08-Module 01-Lesson 01_Fundamentals of Time Series Forecasting
Part 08-Module 01-Lesson 02_ETS Models
Part 08-Module 01-Lesson 03_ARIMA Models
Part 08-Module 01-Lesson 04_Analyzing and Visualizing Results
Part 08-Module 01-Lesson 05_Forecast Video Game Sales
Part 09-Module 01-Lesson 01_Segmentation Fundamentals
Part 09-Module 01-Lesson 02_Preparing Data for Clustering
Part 09-Module 01-Lesson 03_Variable Reduction
Part 09-Module 01-Lesson 04_Clustering Models
Part 09-Module 01-Lesson 05_Validating and Applying Clusters
Part 09-Module 01-Lesson 06_Segmentation Practice Project
Part 09-Module 02-Lesson 01_Combining Predictive Techniques
Part 10-Module 01-Lesson 01_Data and Tables
Part 10-Module 01-Lesson 02_Problem Set Data and Tables
Part 10-Module 01-Lesson 03_Elements of SQL
Part 10-Module 01-Lesson 04_Problem Set Elements of SQL
Part 10-Module 01-Lesson 05_Deeper into SQL
Part 10-Module 01-Lesson 06_Problem Set Deeper Into SQL
Part 11-Module 01-Lesson 01_Data Visualization Fundamentals
Part 11-Module 01-Lesson 02_Design Principles
Part 11-Module 01-Lesson 03_Creating Visualizations in Tableau
Part 11-Module 01-Lesson 04_Telling Stories with Tableau
