Udemy – Data Science A-Z™: Real-Life Data Science Exercises Included 2020-8

Description

Data Science AZ: Real-Life Data Science Exercises Included is the name of a training course from the Udemy site that introduces you to step-by-step data science and provides modeling by providing examples in the field of statistics and data mining analysis. , And teaches you data visualization. Data science is the knowledge that begins to extract knowledge from a set of data and information using scientific systems, algorithms, and methods. In this course, you will become practically familiar with data science and learn the essentials of becoming an information scientist.

During this course you will learn how to clear your data and prepare it for analysis. Then you will learn how to visualize information and model it. In the following, you will get acquainted with the process of fitting the data curve, and finally you will learn how to prepare your results for presentation. This course provides you with a lot of practical exercises and prepares you to face real world challenges. The instructor will also teach you how to work with tools such as SQL, SSIS, Tableau and Gretl.

Items that are taught in this course

Perform all the steps in a complex data science project

Create Tableau base visualization

Data extraction in Tableau

Familiarity with how to apply the Chi-square Pearson statistical test

Execute the ordinary least squares method to construct linear regression

R-Squared evaluation for a variety of models

Build SLR and MLR

Build a logical regression

Reading a tangle matrix

Create a CAP curve in Excel

Understand the ratio of chances

Build scripts in SQL

Build conditional sections in SSIS

Data Science A-Z Course Details: Real-Life Data Science Exercises Included

English language

Duration: 21h 18m

Number of courses: 217

Level of education: Intermediate

Instructor: Kirill Eremenko, SuperDataScience Team

File format: mp4

Prerequisite

Only a passion for success

All software used in this course is either available for Free or as a Demo version

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

Changes:

The 2019/6 version has increased in size by about 60 MB compared to the 2019/2. No further information on the changes is available.

Version 2020/4 has increased by 1 lesson compared to 2019/6. The reason for the large increase in volume was the quality change from 720p to 1080p.

Version 2020/6 has increased by 1 lesson and about 10 minutes compared to 2020/4.

Version 2020/8 has increased by 2 lessons and 2 minutes compared to 2020/6.