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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

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Course 25: Master the Basics of Microsoft Power Automate The Microsoft Office Specialist Excel Certification course has been prepared by focusing largely on Microsoft Office Specialist Excel Certification career readiness. It has been designed by our Microsoft Office Specialist Excel Certification specialists in a manner that you will be likely to find yourself head and shoulders above the others. For better learning, one to one assistance will also be provided if it's required by any learners. The Microsoft Office Specialist Excel Certification Bundle is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Microsoft Office Specialist Excel Certification bundle course has been created with twenty-five premium courses to provide our learners with the best learning experience possible to increase their understanding of their chosen field. 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This Microsoft Office Specialist Excel Certification training is suitable for - Students Recent graduates Job Seekers Individuals who are already employed in the relevant sectors and wish to enhance their knowledge and expertise in Microsoft Office Specialist Excel Certification Microsoft Office Skills is a pathway of the following career opportunities: Microsoft Office Specialist (MOS) Expert Microsoft Office Specialist (MOS) Master Microsoft Office Specialist (MOS) Microsoft Specialist certification in Office 365 MS Office User Microsoft Certified Specialist Developing Microsoft Azure Solution Microsoft Certified Technology Specialist (MCTS) Microsoft Certified IT Professional (MCITP) Requirements To participate in this Microsoft Office Specialist Excel Certification course, all you need is - A smart device A secure internet connection And a keen interest in Microsoft Office Specialist Excel Certification Career path You will be able to kickstart your Microsoft Office Specialist Excel Certification career because this course includes various courses as a bonus. 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Learn how to perform security audits, penetration testing, and code auditing for modern software in the web/cloud, mobile, and desktop. This course will help you master industry standards and enable you to carry out professional assessments to secure technologies as well as communicate risks to high-level executives, management, and technical staff.

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The course covers research design principles and all main quantitative evaluation methods: randomised experiments, instrumental variables, sharp and fuzzy regression discontinuity designs, regression methods, matching methods and longitudinal methods (before-after, difference-in-differences and synthetic controls).

Overview This Private Banking & Wealth Management training course is designed to give you the skills to acquire, protect/preserve, enjoy and pass on wealth. As a result, it is specifically designed for those working in the industry as well as those with an interest in investments and markets.

Overview Contract Management and understanding International Contract Law are very important when it comes to negotiation.