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Beginner Machine Learning

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Course Overview

Machine Learning is fundamental to data-driven decision making in many fields today. This journey walks through what it is, how machine learning algorithms work and how to implement and evaluate them. The focus will be on understanding the concepts of machine learning, feature engineering and data transformations prior to implementing machine learning models. Understanding, implementing and evaluating foundational supervised learning models such as linear and logistic regression. We will learn about popular supervised algorithms such as the Naive Bayes Classifier, Support Vector Machines, K-Nearest Neighbors and Decision Trees, understanding how recommender systems work and how to build and evalute them. Mastering unsupervised learning algorithms such as Principal Component Analysis and K Means Clustering.

Key Takeaways

Learn about machine learning and its origins. Learn about supervised and unsupervised learning and what distinguishes them.
Learn about the differences between two important kinds of machine learning tasks, regression and classification.
Learn the basics of the linear regression algorithm and gradient descent. Build and evaluate Linear Regression models on real world data.
Learn how to run a multiple linear regression with Python. Visualize the results and interpret regression coefficients.
Learn about Bayes Theorem and how to apply it to calculate probabilities.

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At Skillsoft, we believe every individual has the poten-tial to be amazing. Our vision is to unleash that poten-tial through the power of learning. As the world’s largest provider of professional digital learning, Skill-soft delivers:
• Online learning that includes a broad catalogue of in-demand topics, built with deep expertise in the subject matter and scientifically proven learning science;
• Engaging learning experiences ranging from micro-learning to complete journeys and professional certifications that have impacted nearly half a billion people worldwide and certified more IT professionals than any firm on the planet; and
• A powerful, flexible, and engaging cloud-native plat-form designed to seamlessly integrate both with lead-ing HCM solutions and the natural flow of work.
Unlike other providers, Skillsoft is inclusive, with learning options for all. Our effectiveness, variety and global reach are unmatched.

Course Outline

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What language will the course be taught in and what level of English do I need to take part in an LEORON training program?
Most of our public courses are delivered in English language. You need to be proficient in English to be able to fully participate in the workshop and network with other delegates. For in-house courses we have the capability to train in Arabic, Dutch, German and Portuguese.
Are LEORON Public courses certified by an official body/organization?
LEORON Institute partners with 20+ international bodies and associations.We also award continuing professional development credits (CPE/PDUs) for:1. NASBA (National Association of State Boards of Accountancy) 2. Project Management Institute PDUs 3. CISI credits 4. GARP credits 5. HRCI recertification credits 6. SHRM recertification credits
What is the deadline for registering to a public course?
The deadline to register for a public course is 14 days before the course starts. Kindly note that occasionally we do accept late registrations as well, but this needs to be confirmed with the project manager of the training program or with our registration desk that can be reached at +1071 4 1075 5711 or [email protected].
What does the course fee cover?
The course fee covers a premium training experience in a 5-star hotel, learning materials, lunches & refreshments, and for some courses, the certification fee and membership with the accrediting bodies.
Does LEORON give discounts?
Yes, we can provide discounts for group bookings. If you would like to discuss a discount on a corporate level, we will be happy to talk to you.