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Module 1: Basic Probability Theory
Module 2: Random Variables
Module 3: Multivariate Random Variables
Module 4: Expectation
Module 5: Random Processes
Module 6: Convergence of Random Processes
Module 7: Markov Chains
Module 8: Descriptive Statistics
Module 9: Frequentist Statistics
Module 10: Bayesian Statistics
Module 11: Hypothesis Testing
Module 12: Linear Regression
This Probability and Statistics for Data Science Training Course is designed to provide foundational and practical knowledge in Probability and Statistics, which are crucial for Data Science, Machine Learning, and Data Analysis. The following are some professionals who will benefit from attending this course:
There are no prerequisites for Probability and Statistics for Data Science Course.
Probability and statistics form the foundational pillars of data science, providing the necessary tools for understanding uncertainty, variability, and making informed decisions based on data. This training course delves into the fundamental concepts of probability and statistics, emphasising their crucial role in the field of data science. Participants will explore how these concepts contribute to the extraction of meaningful insights and patterns from data.
Understanding probability and statistics is essential for professionals in the data science domain. Data scientists, analysts, and decision-makers rely on these principles to draw accurate conclusions and predictions from data. Mastery of probability allows for the quantification of uncertainty, while statistics enables the analysis of data patterns and trends.
This 2-day Probability and Statistics for Data Science Training will empower the delegates with the skills to apply probability and statistics in practical data science scenarios. They will learn key concepts such as probability distributions, hypothesis testing, and regression analysis. The course provides a comprehensive understanding of statistical methods, enabling professionals to make informed decisions and predictions based on data
Course Objectives:
Upon completion of this Data Science Course, the delegates will possess a strong foundation in probability and statistics for data science. They will be equipped with the tools and techniques needed to analyse data effectively, make informed decisions, and contribute meaningfully to data-driven projects within their organisations.
Why choose us
Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.
Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.
This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.
All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience
Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!
This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.
Our courses can be adapted to meet your individual project or business requirements regardless of scope.
Cut unnecessary costs and focus your entire budget on what really matters, the training.
This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.
Keep track of your employees’ progression and performance in your own workspace.
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Flexible delivery methods are available depending on your learning style.
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
We may not have any package deals available including this course. If you enquire or give us a call on 01344203999 and speak to our training experts, we should be able to help you with your requirements.