Statistical Basis of Machine Learning in London I Lotc

Available Dates	Venue

Modules

<h3>Probability Theory for Machine Learning:</h3><ul><li>Fundamental concepts of probability: Events, random variables, probability distributions (Bernoulli, Binomial, Gaussian, etc.).</li><li>Conditional probability and Bayes' Theorem.</li><li>Expectation, variance and covariance.</li><li>Common probability distributions used in machine learning (Multivariate Gaussian, Exponential family).</li><li>Law of Large Numbers and Central Limit Theorem.</li></ul>

Who is this Course for?

<ul><li>Data Scientists and Machine Learning Engineers seeking a deeper theoretical understanding.</li><li>Researchers and academics in machine learning and related fields.</li><li>Individuals with a strong quantitative background (statistics, mathematics, physics, engineering).</li><li>Professionals aiming to develop more robust and interpretable ML models.</li></ul>

Choose Your Own Course

<p>If you have specific Statistical Basis of Machine Learning training needs, or would like to tailor an ai for business course to your organisation's unique requirements, London Optimum, a leading london training centre, is here to help. Contact LOTC today, and we can work together to develop a customised london corporate training solution that meets your specific goals.</p>

Why Choose London Optimum?

<p>At London Optimum, our core philosophy is 'Optimising people, maximising performance.' This Statistical Basis of Machine Learning course provides a rigorous and in-depth exploration of the statistical foundations of machine learning, serving as a foundational machine learning ai course. It equips you with a deeper understanding vital for your business course training and the underlying principles essential for executive training courses. Our experienced instructors have a strong training & consulting background in both statistics and machine learning, ensuring you gain a solid theoretical london corporate training grounding and the ability to apply it effectively in practice. </p>

Courses are held at premium hotels and training venues in Central London/Dubai. Specific venue details are confirmed upon booking.

Course Overview

<p>This course, Statistical Basis of Machine Learning, by London Optimum Training & Consultancy, provides a rigorous exploration of the statistical and mathematical principles that underpin modern machine learning algorithms—a core element of effective ai courses London. Participants pursuing machine learning certification will gain a deep understanding of the theoretical foundations, including insights vital for london business training & consulting, which drive the effectiveness and behaviour of various ML techniques. These ai and machine learning courses are designed for individuals who want to move beyond the "black box" approach and develop a more informed understanding crucial for their machine learning corporate training courses. </p>

Duration: 5 Days

Delivery Mode: Classroom-based

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Have specific training needs?

If you need or would like to tailor a course to your organisation's unique requirements, we're here to help.