Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Development Tools No-Code Development
Business
Entrepreneurship Communications Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certification Network & Security Hardware Operating Systems Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design Design Thinking 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition Yoga Mental Health Dieting Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Teacher Training Test Prep Other Teaching & Academics
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Cisco CCNA Amazon AWS CompTIA Security+ AWS Certified Developer - Associate
Photoshop Graphic Design Adobe Illustrator Drawing Digital Painting InDesign Character Design Figure Drawing Canva
Life Coach Training Neuro-Linguistic Programming Personal Development Mindfulness Meditation Life Purpose Personal Transformation Emotional Intelligence Neuroscience
Web Development JavaScript React CSS Angular PHP WordPress Node.Js Python
Google Flutter Android Development iOS Development Swift React Native Dart Programming Language Mobile Development Kotlin SwiftUI
Digital Marketing Google Ads (Adwords) Social Media Marketing Google Ads (AdWords) Certification Marketing Strategy Internet Marketing YouTube Marketing Email Marketing Retargeting
SQL Microsoft Power BI Tableau Business Analysis Business Intelligence MySQL Data Analysis Data Modeling Data Science
Business Fundamentals Entrepreneurship Fundamentals Business Strategy Online Business Business Plan Startup Freelancing Blogging Home Business
Unity Game Development Fundamentals Unreal Engine C# 3D Game Development C++ 2D Game Development Unreal Engine Blueprints Blender
30-Day Money-Back Guarantee
Development Data Science Statistics

Statistics for Data Science using Python

This training is an introduction to the concept of statistical concepts that are very important to Data science
Rating: 3.4 out of 53.4 (61 ratings)
26,815 students
Created by EDU CBA
Last updated 10/2018
English
30-Day Money-Back Guarantee

What you'll learn

  • Learn statistical concepts that are very important to Data science domain and its application using Python.
  • Learn about Numpy, Pandas Data Frame

Course content

6 sections • 24 lectures • 3h 33m total length

  • Preview07:23

  • Preview08:25
  • Calculating Dispersion Measures
    07:49
  • Preview11:22
  • Correlation Function
    08:51
  • Basic Concept of Statistics
    07:13
  • Pandas Data Frame
    06:27

  • Basic Reveration Techniques
    11:15
  • Using Numphy Techniques
    09:34
  • Summation of Elements
    10:13

  • Hypothetical Testing Method
    09:47
  • Differences in Numphy Package
    08:13
  • Calculating the Denominator
    07:35

  • Preview07:58
  • Finding the Measurement
    09:21
  • Implementing Test Scenarios
    07:47

  • Ordinary Least Square Regression Techniques
    07:45
  • Analyzing the Test Statistics
    07:07
  • Output of the Variables
    09:08
  • Multiple Explanatory Variables
    10:44
  • Fitting the Model
    10:19
  • Fitting the Model Continues
    08:39
  • Curve Fitting and Regression Fit Line
    10:42
  • Co efficient and Intercept Value
    09:57

Requirements

  • No prior knowledge of machine learning required
  • Basic knowledge of Python will be an added advantage

Description

Many of us have heard it that statistics is one the next sexy jobs that is coming up in the career opportunities (this fact is vouched by even Hal Varian). Almost five years Tim O’Reilly said that data is the next big thing to happen in the world. But what exactly is data and why is it so important? And why is there so much importance being given to statistics and data in the world today?

The web is full of apps that are driven by data. All the e-commerce apps and websites are based on data in the complete sense. There is database behind a web front end and middleware that talks to a number of other databases and data services. But the mere use of data is not what comprises of data science. A data application gets its value from data and in the process creates value for itself. This means that data science enables the creation of products that are based on data.

This training is an introduction to the concept of statistical concepts that are very important to Data science domain and its application using Python.

Who this course is for:

  • Anyone who wants to learn about data and analytics
  • Data Engineers
  • Analysts
  • Architects
  • Software Engineers
  • IT operations
  • Technical managers

Instructor

EDU CBA
Learn real world skills online
EDU CBA
  • 3.6 Instructor Rating
  • 5,929 Reviews
  • 183,722 Students
  • 29 Courses

EDUCBA is a leading global provider of skill based education addressing the needs of members across 100+ Countries. We are the LARGEST edu-tech firm in Asia with a portfolio of 5498+ online courses, 205+ Learning Paths, 150+ Job Oriented Programs (JOPs) and 50+ Career based Course Bundles prepared by top notch professionals from the Industry. Our training programs are Job oriented skill based programs demanded by the Industry across Finance, Technology, Business, Design, Data and new and upcoming technology.

  • Udemy for Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Impressum Kontakt
  • Terms
  • Privacy policy
  • Cookie settings
  • Sitemap
  • Featured courses
Udemy
© 2021 Udemy, Inc.