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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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PMI® Authorized PMP® Exam Preparation is a four-day course which will help delegates to build on their knowledge in every area of project and program management skill development. This certification positions learners to successfully complete the Project Management Professional (PMP)® examination.

This course is designed to enable candidates to develop the knowledge of the terminology and basic concepts of TOGAF Standard, 10th Edition and principles of Enterprise Architecture. Candidates will also be able to analyze and apply knowledge of TOGAF Standard.

Enhance your professional communication skills with our Business English ESOL Course. Master presentations, negotiation, meetings, phone calls, report writing, letters & emails, and formal & informal networking. Designed for those with a foundation in English, our online program offers flexibility and convenience. Join us for twice-weekly Zoom lessons for 8/12 weeks, with a free initial assessment. Elevate your business communication skills from anywhere. Enrol today and unlock your potential!

Theoretical and practical media interview skills training conducted online through home study and zoom based roleplay exercises.

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​This class is for anyone who has had some Pilates experience, understands the basic principles and wants to continue their practise and refine their technique