Statistics & Probability for Data Science & Machine Learning

What's included:

• Eligibility to earn a CPD & QLS endorsed certificate.
• Fully Online Recorded Class
• 24/7 & Lifetime Access
• Online support
• No hidden fees

Statistics and probability are the backbone of Data Science, shaping the way data is analysed and interpreted. This course is designed to deepen your understanding of essential statistical methods and probability theories critical to data-driven decision making. You will learn how to summarise data, calculate probabilities, and understand distributions—core skills every Data Science professional requires. These foundations enable better prediction, classification, and modelling in Machine Learning projects, which rely heavily on statistical insights.

Whether you are a beginner or someone looking to strengthen your Data Science toolkit, this course offers clear explanations and practical approaches to statistics and probability. By mastering these concepts, you will be well-equipped to handle the challenges of data analysis, ensuring that your Machine Learning models are both robust and reliable. This course supports your journey to becoming a confident Data Science practitioner capable of delivering results that matter.

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Learning Outcomes

• Understand key statistical concepts relevant to Data Science.
• Calculate probabilities to assess outcomes effectively.
• Analyse data distributions for better decision-making processes.
• Apply statistics to enhance Machine Learning algorithms.
• Interpret statistical results to improve model accuracy.

Who is this course for?

• Aspiring Data Scientists wanting to master statistical foundations.
• Machine Learning enthusiasts seeking deeper probability understanding.
• Analysts aiming to improve data interpretation and prediction.
• Students pursuing a career in Data Science or AI.
• Professionals looking to strengthen their analytical skills.

Career Path: UK Jobs and Average Salaries

• Data Scientist – £45,000 per year
• Machine Learning Engineer – £50,000 per year
• Data Analyst – £35,000 per year
• Business Intelligence Analyst – £40,000 per year
• Quantitative Analyst – £55,000 per year
• AI Specialist – £52,000 per year

Certification

Upon successful completion of the course and its assessment, you can obtain the certificate for a small additional fee. You can check the certificate fees and related details from the following link: https://www.oneeducation.org.uk/certificate/. You may also request a hard copy certificate, which will be posted to your preferred address for a small additional fee.