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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

If you want to achieve a Level-5 Ofqual UK-Government Regulated TESOL certification in the most effective, time-saving and enjoyable way, embark on a thrilling learning adventure in TEFL Wonderland. Unlike the click-and-read TEFL courses, this play-and-practice expedition will engage all your senses and keep you motivated to achieve your learning mission.

If you want to achieve a Level-3 Ofqual UK-Government Regulated TESOL certification in the most effective, time-saving and enjoyable way, embark on a thrilling learning adventure in TEFL Wonderland. Unlike the click-and-read TEFL courses, this play-and-practice expedition will engage all your senses and keep you motivated to achieve your learning mission.

The Greek Language Summer Camp is a great way for your child to greatly improve their Greek and have fun with other international children. Our program is for children aged 6-15 years and aims to develop children’s speaking skills and boost their confidence when speaking Greek. Young learners are usually faster to learn and grasp foreign languages, especially some aspects of languages like the pronunciation and new vocabulary. This is precisely why close contact with a Greek speaking environment and native Greek speakers is the perfect opportunity for children to engage in the Greek language fast and absorb new skills very quickly.

Most of our students come to us specifically to improve their speaking and listening skills and we help them to do this by using the Callan Method (see below for further details). BSGS is an accredited Callan Method school. We provide experienced and friendly teachers. Moreover, our prices are very competitive!

Most of our students come to us specifically to improve their speaking and listening skills and we help them to do this by using the Callan Method (see below for further details). BSGS is an accredited Callan Method school. We provide experienced and friendly teachers. Moreover, our prices are very competitive!

READ AND DISCUSS THIS LOVELY ROMANCE, TELLING THE STORY OF A WOMAN TORN BETWEEN LOVE AND DUTY, BETWEEN IRELAND AND AMERICA  HIGHLIGHTS * Join this book club and gain extra motivation to read in English * 6 hours of live classes to help you develop fluent speaking in English * Read & discuss this charming story of home, of migration to America, of life changing decisions  * Be corrected by an expert English teacher to remove errors and mistakes Practise and develop your English online in this 6 week English book club course using Brooklyn by Colm Tóibín.  Each week you read some chapters, discuss them in class and improve specific areas of vocabulary or grammar while also examining literary aspects of the novel.  Personalised feedback improves your grammar, vocabulary and pronunciation. THE BOOK CLUB BOOK This is a lovely, quiet sort of book about a small town girl getting a chance to change her life.  Ireland in the early 1950s is difficult, and for Eilis Lacey, as for other Irish girls, opportunities are limited. So when she gets a chance to emigrate to New York, she has to go. This is a story of love and of duty.  It's a powerful portrait of a woman making decisions that will shape her whole life, told in a simple, elegant style.    With this elating and humane novel, Colm Tóibín has produced a masterwork ― Sunday Times The most compelling and moving portrait of a young woman I have read in a long time -- Zoë Heller ― Guardian, Books of the Year Suffused with humane depth, funny, affecting, deftly plotted ... a novel of magnificent accomplishment -- Peter Kemp ― Sunday Times, Novel of the Year Geoff says: > "Colm Tóibín is one of the great Irish modern writers.  Brooklyn, set in Colm > Tóibín's home town, was the winner of the Costa Novel Award, and has been made > into a much loved film starring Saoirse Ronan - but as usual the book is > better!"

The Greek Online School Immersion Course for adults is back! In Summer 2023 we will learn Greek in the historic Anargyrios & Korgialenios School of Spetses!

This course is designed to enhance the speaking and conversational skills of adult learners in English. Through a combination of interactive activities, discussions, and real-life scenarios, participants will develop the confidence and fluency needed to engage in various social and professional situations. Emphasis will be placed on improving pronunciation, expanding vocabulary, and refining grammar structures to communicate effectively in English.  Course Duration: 10 weeks (20 sessions) Course Objectives: By the end of this course, participants will: 1. Improve their overall speaking fluency and accuracy in English. 2. Enhance their listening skills to understand and respond appropriately in conversations. 3. Expand their vocabulary and idiomatic expressions for effective communication. 4. Develop confidence in speaking English in social and professional settings. 5. Gain a deeper understanding of cultural nuances and non-verbal communication in English-speaking countries. Course Outline: Week 1: Introduction to Conversational English - Icebreaker activities to get to know each other - Assessing participants' current speaking level - Setting personal goals for the course Week 2: Pronunciation and Intonation - Identifying common pronunciation challenges - Practicing correct stress and intonation patterns - Role-playing exercises for clear communication Week 3: Everyday Conversations - Engaging in small talk and greetings - Discussing personal interests and hobbies - Describing daily routines and activities Week 4: Travel and Tourism - Asking for directions and recommendations - Role-playing scenarios at airports, hotels, and tourist attractions - Vocabulary related to travel and cultural experiences Week 5: Socialising and Networking - Discussing personal and professional backgrounds - Participating in group discussions and debates - Practicing active listening and turn-taking in conversations Week 6: Business Communication - Presenting ideas and opinions in a professional setting - Negotiating and persuading effectively - Writing and delivering effective elevator pitches Week 7: Job Interviews and Resume Building - Preparing for job interviews in English - Practicing common interview questions and answers - Crafting a compelling resume and cover letter Week 8: Public Speaking and Presentation Skills - Overcoming public speaking anxiety - Structuring and delivering engaging presentations - Using visual aids and body language effectively Week 9: Cultural Awareness and Non-verbal Communication - Understanding cultural differences in communication - Interpreting body language and gestures - Role-playing cross-cultural scenarios Week 10: Real-life Simulations - Applying all learned skills in real-life scenarios - Group discussions and feedback sessions - Reviewing progress and setting future language goals Note: This syllabus is a guideline and can be customised based on the specific needs and preferences of the participants. You can opt in and out of different modules. 

One to One English Book Club. Practise and develop your English online in this individual English book club course.