Step-by-Step Statistics For Data Science By Spotle.ai

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Step-by-Step Statistics For Data Science By Spotle.ai

The basic statistics you must learn for a solid career in Data Science

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Spotle Learn

architecture icon Statistics,Development,Data Science


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Course Description

Data Science has become a key industry driver in the global job and opportunity market. A career in Data Science is something that many people are aspiring and preparing for. Statistics forms the backbone of Data Science. To become a data scientist it is essential to learn the techniques involved in data handling, data interpretation and data analysis. In short as a data scientist we need to make sense of data that we have and find the inherent meaning. This course is designed by the global subject experts for the enthusiasts to give a 360 degree coverage of Statistics that lies at the core of Data Science. The course will help people learn the essentials skills for data analysis, as well help them solve complex business problems. This is an ideal course for the people who want to make it big into Data Science as a whole.

This course is also highly recommended for the students of standard 12 to graduations who are dong major in Statistics, Mathematics or in any tech based subject. Each and every topic in this Spotle compact course has been explained with multiple examples.

At the end of each topic quiz have been added to help you test your understanding of the subject. Each quiz question has been explained in detail.


What will you learn in this course:

  • Basic statistics - measuring central tendency, skewness and kurtosis

  • Data visualization using Python

  • Missing data imputation

  • The concepts of statistical estimation, test of hypothesis, normality test, contingency table Chi square test explained through detailed videos

  • To conduct statistical tests with real-life examples

  • All concepts through exercises, solved problems


What are the prerequisites for this course?

  • We will start from the scratch in this course. It's great if you already have the basic knowledge of statistics and Python programming language. 
Step-by-Step Statistics For Data Science By Spotle.ai


Check out the detailed breakdown of what’s inside the course

Basic Statistics
7 Lectures
  • play icon Statistics And Its Applications 05:33 05:33
  • play icon Types Of Variables And Scales 08:52 08:52
  • play icon Describing Data 06:57 06:57
  • play icon Distribution And Measure Of Central Tendency 06:25 06:25
  • play icon Measure Of Dispersion 04:32 04:32
  • play icon Skewness And Kurtosis 06:54 06:54
  • play icon Box And Whisker Plot, Scatter Plot And Correlation Coefficient 04:38 04:38
Basic Statistics Quiz
1 Lectures
Data Visualization With Python
3 Lectures
Statistical Inference
3 Lectures
Understanding Linear Regression
1 Lectures
Dealing With Missing Data
3 Lectures
Test Of Hypothesis
4 Lectures
Contingency Tables
2 Lectures

Instructor Details

Spotle Learn

Spotle Learn

Be Career Ready
Spotle.ai is an AI-powered career platform where you get automatically matched with the relevant opportunities and skills for the advancement of your career. Targeted at the highly mobile millennial and Gen-Z population, Spotle.ai provides a dynamic and agile platform to discover skill and career choices matched to your career goals. Spotle.ai brings together a solid pool of cloud computing, machine learning and deep learning, data science, big data experts; The experts who have been building complex applications hands on. Spotle.ai courses are designed by the experts to keep you updated with the in-demand trends in the market. As you move on with the Spotle.ai courses, you learn from the experts who are passionate about new age technologies; who are keen on sharing their knowledge for the advancement of technology. Spotle.ai courses give you a unique opportunity to learn from and practice with the masters of the tech world.

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