Become a Citizen Data Scientist : Marketing perspective
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 33 | 307 MB
Genre: eLearning | Language: English
Understand your customer : Profiling, Segmentation, Targeting and Recommendation using WeiRuan-->WeiRuan Azure ML, SQL, Power BI
Become a Citizen Data Scientist is an introductory course take your skills to the next level
Throughout the course, you will learn the basics concepts in order to understand and apply advanced analytics, ¦,
You will engage in 5 hands-on labs for creating advanced models ¦.
Empower yourself with advanced analytics using SQL, WeiRuan-->WeiRuan Azure ML, and Power BI
At the end of the course, youll be able to prepare data using SQL, create targeting and recommendations models using WeiRuan-->WeiRuan Azure ML and conceive dynamic dashboard using Power BI.
Because our goal is to get you up to speed as quickly as possible, well cover through the 30 lectures,
Lay the foundations of Citizen Data Science
marketing framework analysis.
Learn the basics of SQL
Understand the main conceptions of classification models
Quick start with WeiRuan-->WeiRuan Azure ML
Prepare data using SQL
Construct a customer dashboard using Power BI
Create a segmentation model using SQL
Build a targeting model using Azure ML
Build a recommendation system using Azure ML
Test your progression with 5 quizzes
The ultimate course purpose is to unleash the potential of data science for your career and your organization
The course will enable you to extract actionable insight from your customers data
According to a Mckinsey Study, demand for data scientists is projected to exceed supply by more than 50% by 2018. Thats the gap you as citizen Data Scientists are going to fill
Citizen data scientist are "Business people with the right attitude - curious, adventurous, determined - to research and improve things in the organization" SAS
The need is so, that according to Gartner, by 2017, the number of citizen data scientists will grow 5 times faster than the number of highly skilled data scientists.
This course is designed for business professionals: marketer, manager and analytical minds in every department ¦ who want to take their skills to the next level.
If you have solid business knowledge, curious, determined to improve things in your company or just willing to learn new methods and tools than this course is for you¦.
The course may not be for you if you are looking for an in-depth discussion of the deeper mathematical and statistical theories behind the data science algorithms.
You will learn the main concepts of data science such as Data mining Process, Machine learning, and classification model
You will be introduced to a Marketing framework analysis based on 4 elements: EXPLORE, SEGMENT, TARGET AND RECOMMEND.
You will learn the basics of three tools: SQL, Power BI, and WeiRuan-->WeiRuan Azure ML.
You will be able to test and practice all these skills through 5 Quizzes and 5 hands-on Labs: Data Preparation using SQL, Customer Dashboard using POWER BI, managerial segmentation with SQL, targeting and recommendation models using WeiRuan-->WeiRuan Azure ML Studio.