Technology and Digital
Artificial Intelligence

Course on Fundamentals of Statistics and its application in AI

Teacher: Sergio Bazo - Consultant and Instructor - Lernen Capacitaciones

  • Basic
  • 674 students
  • 4.9
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Online course description

This course is designed for people with no previous knowledge in the subject. Through modules structured in short capsules, you will learn from basic concepts to practical applications in Excel and artificial intelligence. We will explore data collection and analysis, statistical measures, probability and distributions. In addition, we will see how statistics power digital tools and Machine Learning models. With clear explanations and practical examples, this course will provide you with the necessary foundations to understand and apply statistics in decision making and information analysis in various professional and personal contexts.

What will I learn?

You will learn to master the fundamentals of statistics and its application in data analysis using Artificial Intelligence.
 

Who is it aimed at?

Professionals, entrepreneurs, students and the general public.

Requirements

Basic operation of Windows.

Content of the course Fundamentals of Statistics and its application in AI

  • Module 1Introductionto statistics

    5 Capsules 00:14:53

    • Capsule 1: Welcome to the course!
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    • Capsule 2: What is statistics and why is it important?
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    • Capsule 3: Types of statistics: descriptive and inferential statistics
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    • Capsule 4: Qualitative and quantitative statistical variables
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    • Capsule 5: Basic Concepts: Population and Sample
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  • Module 2Data collectionand organization

    4 Capsules 00:27:34

    • Capsule 1: Data sources: surveys, experiments and records
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    • Capsule 2: Random, stratified and systematic sampling methods
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    • Capsule 3: Organization of data in frequency tables
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    • Capsule 4: Statistical Graphs
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  • Module 3Fundamentalstatistical measures

    4 Capsules 00:26:21

    • Capsule 1: Measures of central tendency: mean, median and mode
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    • Capsule 2: Measures of dispersion: range, variance and standard deviation
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    • Capsule 3: Quartiles, percentiles and interquartile ranges
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    • Capsule 4: Interpretation of results in context
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  • Module 4Introductionto probability and distributions

    4 Capsules 00:33:34

    • Capsule 1: Probability: events and sample space
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    • Capsule 2: Rules of probability: addition and multiplication
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    • Capsule 3: Probability distributions: normal, binomial, and Poisson
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    • Capsule 4: Practical applications of probability
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  • Module 5Statisticswith Excel: Automated Analysis

    4 Capsules 00:19:05

    • Capsule 1: Introduction to statistical tools with Excel
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    • Capsule 2: Calculating statistical measures with Excel functions
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    • Capsule 3: Creating Statistical Graphs with Excel
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    • Capsule 4: Correlation analysis with Excel
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  • Module 6Statisticswith Artificial Intelligence

    4 Capsules 00:24:38

    • Capsule 1: Relationship between statistics and artificial intelligence
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    • Capsule 2: Statistics in Machine Learning
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    • Capsule 3: Practical examples of applied statistics in AI
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    • Capsule 4: Future Trends in the Use of Statistics and AI
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Final examTo obtain your course pass certificate, you will have 2 attempts per day to pass a multiple-choice exam with more than 70%.

About our expert

Sergio Bazo professor of the course Fundamentals of Statistics and its Application in AI

Sergio Bazo

Consultant and Instructor - Lernen Capacitaciones

Sergio Bazo is a Microsoft-certified teacher with more than 25 years of experience. He has worked in leading educational institutions in Lima, such as the Peruvian Scientific Network and the Ricardo Palma, ISIL and CIBERTEC institutes. Currently, he offers Computer Science courses through the Netzun platform and Artificial Intelligence courses for companies live on Zoom. In addition, his YouTube channel has almost 250,000 followers.

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On behalf of Saint Ignatius University
Optional certificate template for our course*San Ignacio University will certify all NETZUN students.

About the institutions

Netzun - online courses
Edtech company, founded in 2015 and specialized in virtual education based on the 'microlearning' methodology. Its purpose is to democratize the knowledge of extraordinary people throughout Latin America.
San Ignacio University certifies our courses
San Ignacio University is a U.S. university that stands out for offering a unique and cutting-edge academic experience. It has a highly qualified faculty committed to academic excellence and the integral development of its students.

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