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
Do you ever worry about how safe your students are in their relationships? Do you think that they might be vulnerable to abuse? You may work with students who indiscriminately sit on people’s laps or hug a stranger; or alternatively an adult with learning difficulties who is capable of having close intimate connections, but you worry about the speed of which they enter these relationships. These are common concerns and situations for any parent or care giver. It is well acknowledged that this need; to educate children and young people about relationships and social safety, is not being met at the moment. The SoSAFE! Programme is a visual teaching tool which enables learners to develop their abilities in managing; and communicating about their relationships. The program covers all degrees of interaction; from a student’s expectations of strangers, to the intricacies of an intimate relationship. SoSAFE! moves away from making feelings based decisions so we can enable and empower our learners to make their own judgments about what is okay to do with specific people. SoSAFE! provides a format which is portable and easy to understand, meaning that any student can discuss their relationships at any time. By giving students a set of ‘rules’ for different relationships they are better placed to realise when a relationship may not be acceptable and then have the tools to report potential abuse. If you want your students to have more success in safer relationships; but there is a gap in your knowledge that prevents you from doing this, then SoSAFE! is the framework for you. Teach them to be SoSAFE! Read a blog about one school's experience of implementing the programme. WHAT YOU WILL LEARN Discuss the history of and reasons for teaching social safety Identify characteristics of students and how best to support them Explore how to practically implement the SoSAFE! tool kit Learn how to teach explicit consent to any user Discover how to apply SoSAFE! to real life scenarios You can find further information on the SoSAFE Programme at sosafeprogram.com WORKSHOP DETAILS Agenda: 9:00 AM - 4:00 PM Registration Time: 8:30 AM - 9:00 AM Tuition Includes: A SoSAFE! Manual, all programme materials and SoSAFE! Tool Kit on a USB stick, handout with space for note taking and Certificate of Attendance.
Get advice on your present dating situation Dating Coaching Learn how to text and communicate effectively Help with your dating profile Learn how to improve your boundaries How to effectively implement healthy communication Assess your relationship needs and requirements Analysation of past relationships Something just happened with the person you are dating and you want to know what to do next Discuss past traumas How to overcome trust and intimacy issues Detachment Issues help Discuss intimacy issues Personality Testing and Introspection test Gain more knowledge on successful relationship strategies 1 hour session https://relationshipsmdd.com/product/dating-advice-for-women-one-session-package/
Who is this course for? Twinmotion Training Course. The Twinmotion course is designed for architects, interior designers and urban planners. Learn how to create architectural visualizations and real-time animations. Students interested in exploring the world of architectural rendering and visualization using Twinmotion software. Click here for more info: Website Duration: 10 hours Approach: 1-on-1 training with tailored content. Schedule: Book a time that suits you, Mon to Sat, from 9 am to 7 pm, and create your own schedule. Course Outline for Twinmotion Real-time 3D Architecture Visualization: Module 1: Twinmotion Introduction Explore the real-time 3D visualization capabilities of Twinmotion Master efficient scene manipulation through the Twinmotion interface Prepare 3D files for import and manage the workflow effectively Module 2: Materials and Realism Enhancement Enhance scenes with realistic materials and elevate visual quality Utilize videos as materials and apply glowing effects Create grunge materials to add texture and realism Employ the X-ray material for specific visualization needs Module 3: Landscape and Vegetation Integration Integrate vegetation using Twinmotion's scatter, HQ trees, and growth features Customize grass and utilize HQ vegetation assets for realistic landscapes Create time-lapse effects for dynamic vegetation growth Module 4: Library and Object Management Access the Twinmotion library for furniture and objects Seamlessly import external 3D objects into your scenes Obtain high-quality 3D assets from the internet and add them to your user library Utilize BIM-objects for additional assets Module 5: Lighting and Animation Techniques Work with various lighting options, including area light and volumetric light, to enhance scenes Add animated characters and vehicles to infuse dynamism into your visuals Incorporate construction vehicles and aircraft for realistic scenes Module 6: Volumes and Interactive Elements Utilize volumes and the animator feature to create dynamic scenes Implement urban elements and measurement tools for precision and accuracy Module 7: Nature and Weather Effects Utilization Harness Twinmotion's nature features, such as physical sky and weather effects, to create lifelike outdoor scenes Establish realistic lighting for outdoor environments Add ocean effects to enhance water elements in your scenes Module 8: Advanced Rendering Techniques Master rendering processes, from creating images to exporting panoramas and animations Implement depth of field improvements to create visually captivating scenes Create BIM motion virtual reality phases for immersive experiences Utilize the Twinmotion presenter feature for seamless presentations Module 9: Final Project Apply acquired knowledge and skills to complete a final rendering project in Twinmotion Download Twinmotion https://www.twinmotion.com ⺠download Learn how to download and install Twinmotion, the fast, easy real-time archvis tool. Learning Outcomes of Real-Time Rendering: Efficient Scene Creation: Rapid development of immersive 3D environments using essential tools and techniques. Realistic Material Application: Expertise in applying authentic textures and shaders for visually convincing scenes. Dynamic Lighting: Understanding dynamic lighting effects for visually compelling, realistic scenes. Interactive Elements: Integration of animations and dynamic objects for engaging user experiences. Performance Optimization: Optimizing assets and scenes for smooth real-time rendering across diverse hardware. Library Utilization: Efficient use of asset libraries to enhance scene complexity without compromising performance. Visual Effects: Application of weather conditions, particle systems, and post-processing effects for stunning environments. Collaborative Rendering: Mastering real-time collaborative rendering techniques for teamwork and live interactions. Future Trends in Real-Time Rendering: Ray Tracing Advancements: Real-time ray tracing for realistic lighting, shadows, and reflections. AI-Powered Rendering: AI-driven predictive rendering for faster, high-quality outcomes. Immersive Experiences: Real-time rendering enabling immersive simulations in gaming, education, and architecture. Cross-Platform Compatibility: Seamless experiences across devices, from gaming consoles to VR headsets. Blockchain Integration: Blockchain tech ensuring asset authenticity and ownership verification. Real-Time Cinematography: Revolutionizing film and animation with efficient real-time visual effects. Environmental Sustainability: Focus on energy-efficient algorithms for reduced environmental impact. Collaborative Design: Real-time rendering facilitating interactive design reviews and creative collaboration. Twinmotion Course: Expertise in Real-Time Visualization: Develop mastery in Twinmotion, enabling the creation of captivating architectural environments in real-time. Improved Design Communication: Enhance concept communication by utilizing dynamic visualizations, elevating the quality of design presentations. Access to High-Quality Assets: Utilize an extensive library of premium assets to enrich scenes, adding realism and creativity to your projects. Crafting Lifelike Environments: Learn to create realistic landscapes, water effects, weather conditions, and special effects, providing immersive and lifelike experiences. Flexible Learning Options: Choose between in-person or live online sessions, ensuring a personalized and convenient learning experience tailored to your needs. Lifetime Access and Support: Benefit from perpetual access to lesson recordings and receive continuous support through lifetime email assistance, allowing you to stay connected with knowledgeable instructors for ongoing guidance. Course Advantages: Mastery of Real-Time Visualization: Acquire expertise in Twinmotion for creating captivating architectural environments. Enhanced Design Communication: Improve concept communication through dynamic visualizations, elevating design presentations. Abundant High-Quality Assets: Utilize an extensive library of top-notch assets, enriching scenes with realism and creativity. Creation of Lifelike Environments: Craft realistic landscapes, water effects, weather conditions, and special effects for immersive experiences. Flexible Learning Options: Choose between in-person or live online sessions, ensuring a personalized and convenient learning experience. Lifetime Access and Support: Enjoy perpetual access to lesson recordings and receive continuous support through lifetime email assistance, staying connected with knowledgeable instructors.
Ready to stop sending your resume into the void? It’s time to master a fundamental life skill for every ambitious administrative professional: crafting a resume that doesn’t just list your entire work history, but actually it gets you interviews. Join us for an intensive workshop where we reveal the industry secrets behind the art and science of standout resumes.
This Renewables Technical Surveying training short two day course is specifically designed for individuals and companies that want to train themselves and their staff on exactly how to carry out Renewables Technical Site Surveying prior to any renewables installation measures, this includes for heating systems, solar systems and EV Charge point installations. The course is primarily aimed at Energy Suppliers, Equipment Manufacturers, Renewable Installers, Domestic Energy Assessors, Retrofit Assessors, Retrofit Co-ordinators, Renewables sales staff and suitable individuals with a basic level of knowledge in varying building structures, heating systems and varying renewable technologies.
Dr Jonathan Hutchins and Dr Deborah Kingston will be presenting on the 28th November 2025 a 3 hour workshop on EMDR Intensives (I-EMDR). 3 CPD credits have been applied for from the EMDR UK Association for this workshop. Intensive EMDR: A workshop for EMDR Therapists on how we an implement this in our private practices and in NHS/Charity settings Learning Aims: 1. To recap the standard protocol 2. To highlight the benefits of the intensive EMDR model I-EMDR 3. To give EMDR therapists the confidence to do this in their practice 4. To help EMDR therapists in services, such as the NHS, to consider how they can implement it. Learning Outcomes: 1. To improve practitioners knowledge and awareness of the I-EMDR model. 2. To go over the evidence base for I-EMDR including Group EMDR intensive work. 3. Drawing on the evidence base to consider how we implement I-EMDR within both private and NHS practice. 4. Group discussions to enhance confidence in the I-EMDR model and how to implement it practically. Equality, Diversity and Inclusion (EDI) aims for the event include: 1. To explore how to implement I-EMDR across a range of service sectors such as the NHS, Charity and Private Practice. 2. To consider how to use I-EMDR with multi-cultural client groups such as with refugee and asylum seeker populations. 3. To review the evidence base for Group EMDR interventions that have been used with refugee populations. The event will be recorded and can be accessed for up to 3 months from the event
Empower Mental Health First Aiders and Champions to maintain their skills with regular Refresher training. Just like physical first aid, we recommend that you refresh your skills every two to three years. (Certificate expires after 3 years). If it's time to update your skills, book onto an MHFA Refresher course now and feel confident that you are performing your vital role safely.
Discover the essentials tools and knowledge for General Grounds Of Refusal with our short course. View our General Grounds Of Refusal training course dates below, available remotely via Microsoft Teams. Gain a comprehensive understanding of the critical aspects of immigration law with our course on General Grounds of Refusal. Designed to equip participants with essential knowledge and skills, this course delves into Part 9 of the Immigration Rules, providing a detailed overview of its key components. Throughout the course, participants will engage in interactive sessions, facilitated discussions, and practical exercises to reinforce their understanding of the material. By the end of the program, participants will be well-versed in the nuances of General Grounds of Refusal, equipped with the knowledge and skills necessary to navigate the complexities of immigration law confidently. Join us in this insightful journey to enhance your expertise in immigration law and ensure a solid foundation in understanding the general grounds of refusal. Joining links and instructions are sent out 24hours before the course begins. Immigration Advice Service has been providing professional immigration services for over 10 years in the public, private and corporate sectors. Our fully qualified and OISC regulated trainer will guide you through the process and ensure you are competent in the area of Unaccompanied Minors. Who Should Attend: Designed for immigration Legal Practitioners, Lawyers, Solicitors, Immigration Advisors. Course Topics: Overview of Part 9 of the Immigration Rules:Explore the structure and content of Part 9, gaining insights into the legal framework that governs immigration decisions.Understand the significance of Part 9 in shaping the assessment process for visa applications. Limit of Application of the Rules:Examine the specific categories exempted from certain provisions within Part 9.Analyze scenarios where exceptions apply, enabling participants to navigate nuanced aspects of immigration law. Identifying Mandatory Refusals from Discretionary:Develop the ability to distinguish between mandatory and discretionary grounds for refusal.Learn how to apply legal principles to accurately assess whether a refusal is obligatory or discretionary in specific cases. Common Issues Encountered/Reasons for Refusal:Delve into real-world case studies to identify common issues encountered in immigration applications.Explore the reasons behind refusals and strategies for addressing and mitigating these issues.