Certificate in Introduction to Probability Statistics for Data Science

Tuesday, 10 February 2026 12:25:40

International applicants and their qualifications are accepted

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Overview

Overview

Probability Statistics for Data Science


This course is designed for individuals who want to learn the fundamentals of probability and statistics in the context of data science.


**Probability** is a crucial component of data science, and this course will introduce you to the concepts and techniques used to analyze and interpret data.


Through a combination of lectures, exercises, and projects, you will learn how to apply probability and statistical concepts to real-world data sets and gain practical skills in data analysis.


By the end of this course, you will be able to extract insights from data, make informed decisions, and communicate your findings effectively.


So, if you're interested in exploring the world of data science and learning how to harness the power of probability and statistics, join us on this journey and discover the exciting possibilities that await you.

Probability is the backbone of data science, and this Certificate in Introduction to Probability Statistics for Data Science will equip you with the essential tools to unlock its power. By mastering probability concepts, you'll gain a deeper understanding of data analysis, machine learning, and modeling. This course offers key benefits such as improved data interpretation, enhanced decision-making, and increased career prospects in fields like finance, healthcare, and business. You'll also explore unique features like Bayesian inference, stochastic processes, and simulation techniques. With a strong foundation in probability statistics, you'll be well-prepared to tackle real-world data challenges and drive business success.

Entry requirements

The program operates on an open enrollment basis, and there are no specific entry requirements. Individuals with a genuine interest in the subject matter are welcome to participate.

International applicants and their qualifications are accepted.

Step into a transformative journey at LSIB, where you'll become part of a vibrant community of students from over 157 nationalities.

At LSIB, we are a global family. When you join us, your qualifications are recognized and accepted, making you a valued member of our diverse, internationally connected community.

Course Content

• Probability Fundamentals • Random Variables and Distributions • Probability Theory and Experimentation • Conditional Probability and Independence • Bayes' Theorem and Decision Theory • Descriptive Statistics for Data Science • Inferential Statistics for Data Science • Hypothesis Testing and Confidence Intervals • Regression Analysis and Correlation • Data Visualization for Probability and Statistics

Assessment

The evaluation process is conducted through the submission of assignments, and there are no written examinations involved.

Fee and Payment Plans

30 to 40% Cheaper than most Universities and Colleges

Duration & course fee

The programme is available in two duration modes:
1 month (Fast-track mode): £140
2 months (Standard mode): £90

40% Cheaper

Our course fee is up to 40% cheaper than most universities and colleges.

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Awarding body

 The programme is awarded by London School of International Business. This program is not intended to replace or serve as an equivalent to obtaining a formal degree or diploma. It should be noted that this course is not accredited by a recognised awarding body or regulated by an authorised institution/ body.

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  • Start this course anytime from anywhere.
  • 1. Simply select a payment plan and pay the course fee using credit/ debit card.
  • 2. Course starts
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Got questions? Get in touch

Chat with us: Click the live chat button

+44 75 2064 7455

admissions@lsib.co.uk

+44 (0) 20 3608 0144



Career path

Key facts about Certificate in Introduction to Probability Statistics for Data Science

The Certificate in Introduction to Probability Statistics for Data Science is a comprehensive program designed to equip students with the fundamental concepts and skills required to work with probability and statistics in data science.
This program covers a wide range of topics, including probability distributions, statistical inference, hypothesis testing, and regression analysis, providing learners with a solid foundation in statistical modeling and data analysis.
Upon completion of the program, learners can expect to gain the following learning outcomes: understand the principles of probability and statistics, apply statistical concepts to real-world data sets, develop skills in data analysis and interpretation, and communicate results effectively to both technical and non-technical audiences.
The duration of the Certificate in Introduction to Probability Statistics for Data Science varies depending on the institution offering the program, but most programs take around 4-6 months to complete.
The program is highly relevant to the data science industry, as it provides learners with the skills and knowledge required to work with large and complex data sets, make informed decisions, and drive business outcomes.
Many organizations, including tech giants and financial institutions, rely heavily on data science and statistical analysis to inform their business strategies, making this program an attractive option for those looking to launch a career in data science.
By completing the Certificate in Introduction to Probability Statistics for Data Science, learners can enhance their career prospects, increase their earning potential, and stay competitive in the job market.
Overall, the Certificate in Introduction to Probability Statistics for Data Science is an excellent choice for anyone looking to gain a deeper understanding of probability and statistics and apply it to real-world data sets in the field of data science.

Why this course?

Introduction to Probability Statistics is a crucial skill for data scientists in today's market, with the UK's data science industry expected to grow by 13% annually until 2027, according to a report by the Centre for Data Science and Artificial Intelligence. The demand for professionals with a strong understanding of probability statistics is increasing, with 71% of data science professionals citing it as a key skill required for their job, as stated in a survey by the Data Science Council of America.
Key Skills Percentage
Probability Theory 85%
Statistical Inference 90%
Bayesian Statistics 78%

Who should enrol in Certificate in Introduction to Probability Statistics for Data Science?

Primary Keyword: Probability Statistics Ideal Audience
Data Science professionals and enthusiasts Looking to enhance their skills in data analysis and interpretation, particularly in the UK where statistics plays a crucial role in decision-making.
Academics and researchers Familiar with statistical concepts but seeking a deeper understanding of probability and its applications in data science, such as hypothesis testing and confidence intervals.
Business analysts and managers Seeking to apply statistical knowledge to inform business decisions, particularly in the UK where data-driven decision-making is increasingly valued.
Anyone interested in data science and statistics Looking to gain a solid foundation in probability statistics and its applications in data science, with a focus on practical skills and real-world examples.