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Probability Fundamentals: From Basic Concepts to Statistics
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Probability Fundamentals: From Basic Concepts to Statistics

This course is part of Learning Python for Data Science.

Course Cost

₹ 12,275

Beginner

Skill Level

7 Weeks

Self-paced Video lessons

This introductory course provides a comprehensive foundation in probability theory, emphasizing mathematical reasoning over formula memorization. Starting with fundamental counting principles, students progressively build understanding through visual lessons and guided practice. The course transitions from basic counting to probability concepts, expected values, conditional probability, and culminates in an exploration of the normal distribution and statistical applications. Designed for beginners and those seeking a refresher before college statistics, it focuses on developing quantitative reasoning skills through practical examples and problem-solving.

4.6

1,05,498 Enrolled

English

4.6

1,05,498 Enrolled

English

What you'll learn

  • Develop a stronger understanding of basic probability and statistical concepts

  • Master combinatorial counting techniques and problem-solving strategies

  • Apply probability principles to solve both basic and advanced problems

  • Gain practical knowledge of the normal distribution and its statistical uses

  • Identify and understand common probability fallacies and statistical misinterpretations

Skills you'll gain

Probability
Statistics
Combinatorics
Expected Value
Normal Distribution
Statistical Analysis
Mathematical Reasoning
Quantitative Analysis

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

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Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 7 modules in this course

This comprehensive course introduces probability from foundational principles, focusing on developing mathematical thinking rather than memorizing formulas. The curriculum progresses logically from basic counting principles through advanced probability concepts to statistical applications. Students learn through highly visual lessons and guided practice, exploring topics like combinatorial counting, probability distributions, expected value, and the normal distribution. The course emphasizes practical applications and common probability misconceptions, providing a solid foundation for further statistical studies.

Basic Counting

Module 1

Advanced Counting

Module 2

Basic Probability

Module 3

Expected Value

Module 4

Conditional Probability

Module 5

Bernoulli Trials

Module 6

The Normal Distribution

Module 7

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Learning Python for Data Science

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Probability Fundamentals: From Basic Concepts to Statistics

Beginner

Skill Level

7 Weeks

Self-paced Video lessons

Course Cost

₹ 12,275

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.