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Statistics for AI Data Science and Business Analysis - 2026
Score 4,4 van de 5(166 scores)
1.629 studenten
Laatst bijgewerkt: 1-2026
Engels

Wat je leert

  • Learn Underlying Mathematics to build an intuitive understanding & relating it to Machine Learning and Data Science
  • Hands-On Code Implementation with Python for each mathematical topic to deepen the knowledge
  • Master the Advanced level in an Interactive learning approach to Strengthen your knowledge on Difficult & Important Topics
  • Understand the Importance of Probability & Distributions, and choose the right function for your data.

Cursusinhoud

8 secties138 collegesTotale lengte van 26u 17m
  • Introduction to Statistics17:20
  • Types of Statistical Analysis - Descriptive Statistics11:56
  • Types of Statistical Analysis - Inferential Statistics16:31
  • How Statistics and Machine Learning are Related10:15
  • Understanding the Types of Data17:51
  • Sampling Techniques24:02
  • Descriptive Statistics - Measure of Central Tendency13:46
  • Descriptive Statistics - Measures of Dispersion - Range & Interquartile Range13:54
  • Descriptive Statistics - Measures of Dispersion - Variance & Standard Deviation8:04
  • Hands On - Exercise with Python12:42
  • Descriptive Statistics - Measures of Shape17:53
  • Descriptive Statistics - Measures of Position8:24
  • Descriptive Statistics - Standard Scores10:27
  • Descriptive Statistics - Hands On10:42
  • Problem Statement - Wine Reviews Data Set Analysis2:33
  • Solution for Project 116:01
  • Project 2 - Customer Income Data Analysis2:55
  • Solution for Project 210:13
  • Project 3 - US Arrests Dataset2:19
  • Solution for Project 3 - US Arrests Dataset14:03
  • Project 4 - BigMart Sales data analysis3:10
  • Solution for Big Mart Data Analysis13:24
  • Quick Summary of Descriptive Statistics12:31

Vereisten

  • Basics of Python
  • Access to Laptop for code execution
  • Willingness to learn the Math Topic

Beschrijving

Are you interested in pursuing a career as a Marketing Analyst, Business Intelligence Analyst, Data Analyst, or Data Scientist, and are eager to develop the essential quantitative skills required for these roles? Look no further!

Enter the world of Statistics for Data Science and Business Analysis – a comprehensive course designed to be your perfect starting point. With included Excel templates, this course ensures you quickly grasp fundamental skills applicable to complex statistical analyses in real-world scenarios. Here's what sets our course apart:

  • Easy to comprehend

  • Comprehensive

  • Practical

  • Direct and to the point

  • Abundant exercises and resources

  • Data-driven

  • Introduces statistical scientific terminology

  • Covers data visualization

  • Explores the main pillars of quantitative research

While numerous online resources touch upon these topics, finding a structured program explaining the rationale behind frequently used statistical tests can be challenging. Our course offers more than just automation; it cultivates critical thinking skills. As an aspiring data scientist or BI analyst, you'll learn to navigate and direct computers and programming languages effectively.

What distinguishes our Statistics course?

  • High-quality production with HD videos and animations

  • Knowledgeable instructor with international competition experience in mathematics and statistics

  • Comprehensive training covering major statistical topics

  • In-depth Case Studies to reinforce your learning

  • Excellent support with responses within 1 business day

  • Dynamic pacing to make the most of your time

Why acquire these skills?

  • Salary/Income boost in the flourishing field of data science

  • Increased chances of promotions by supporting business ideas with quantitative evidence

  • A secure future in a growing field that's automating jobs rather than being automated

  • Continuous personal and professional growth with daily challenges and learning opportunities

Remember, the course is backed by Udemy’s 30-day unconditional money-back guarantee. Take the plunge – click 'Buy now' and embark on your learning journey today!

Voor wie is deze cursus bedoeld:

  • Anyone who wants to understand the fundamentals underlying the abstractions of ML Algorithms, and expand the capabilities
  • A software developer who wants to develop the firm foundation for the deployment of Machine learning Algorithms into Production Systems
  • A Data Scientist who wants to reinforce the understanding of the Subjects at the core of the professional discipline
  • A Data Analyst or A.I enthusiast who wants to become a data scientist or ML Engineer and are keen to deeply understand the field that you are entering from Level Zero.