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
Live online course with study materials and certificate of completion included This beginner's WordPress course will enable you to create your own website using the world's favourite content management system. The user friendly web based software enables you to quickly and easily get your website up and running. This one day course will teach you how to write, edit and manage your WordPress site and also to use image, audio and video content. Whether you are seeking to learn WordPress for your own personal posts or for business and marketing purposes this course will get you up and running right away. Resources Introduction to WordPress Description Completing this course will enable you to do the following and more: Become familiar with the WordPress CMS Install and configure WordPress Manage WordPress themes Understand the WP interface and the dashboard Add users and assigning different user roles Set-up reading options Create, add, update and assign menus Understand Posts and Pages Edit and format content Use the Gutenberg block editor Create and manage your homepage Carry out customisations Understand SEO optimisation For the full course content please download the course information pdf listed above. Who is this course for? This workshop is suitable for anyone with basic PC or Mac skills who wishes to learn how to create and manage websites with WordPress. No previous knowledge or experience of WordPress is necessary. Requirements Attendees should have basic PC or Mac skills. You will need a broadband internet connection to participate in this live online course. Certificates Certificate of completion Digital certificate - Included
Why Choose Vray for Maya Essentials Course? Learn V-Ray's power for stunning 3D visualizations. In design and architecture, it's essential for effective idea communication, offering an intuitive interface and efficient rendering, ensuring faster images and animations. Click here for more info: Website Duration: 10 hours Training Approach: 1-To-1 Sessions. Schedule: Customize your schedule by pre-booking a convenient hour of your choice, available Mon to Sat between 9 am and 7 pm. Module 1: Introduction to Vray for Maya (2 hours) Understand the significance of Vray and its integration with Maya. Installation and setup of Vray for Maya. Familiarize with the Vray interface, workflow, and materials overview. Module 2: Lighting with Vray (2 hours) Explore various lighting techniques in Vray. Understand different Vray lights and their settings. Master the creation and control of Vray sun, sky, dome lighting, and IES lights. Learn efficient lighting workflows with Vray. Module 3: Vray Camera (2 hours) Grasp Vray camera settings and exposure control. Work with Vray depth of field and create camera animations. Understand Vray frame buffer functionalities. Module 4: Vray Materials (2 hours) Explore Vray materials, realistic material creation, and custom material libraries. Utilize Vray material overrides for enhanced customization. Module 5: Vray Rendering and Post Production (2 hours) Dive into Vray rendering settings and techniques for both images and animations. Enhance post-production skills using Photoshop and Vray frame buffer. Learn the art of compositing Vray render elements and utilizing Vray denoiser. Additional Topics Covered: Global Illumination in VRay: Exploring techniques such as Irradiance Map, Light Cache, Quasi-Monte Carlo/Brute Force, and Environmental Lighting. Image Sampling: Understanding Fixed, Adaptive QMC, and Adaptive Subdivisions for optimal rendering quality. VRay Lights: Mastering Plane Light, Dome Light, Sphere Light, VRay Sun, VRay Shadow, Image-Based Lighting HDRI, and Object-Based Lighting. VRay Camera: Manipulating Focal Length, Film Speed, and Shutter Speed for precise camera control. VRay Materials: Customizing Diffuse Color, Reflection, Refraction, and Blurry Reflections for lifelike material creation. Rendering Test Scenes: Practical application by rendering interior and exterior scenes for a hands-on learning experience. V-Ray-Maya Trial https://www.chaos.com Master Vray for Maya to create high-quality renders. Apply various lighting techniques for realistic and visually appealing scenes. Control Vray camera settings and create dynamic shots. Create and customize realistic Vray materials for 3D scenes. Optimize rendering settings for high-quality output. Enhance renders with post-production techniques in Photoshop. Establish an efficient workflow with Vray in Maya. Gain hands-on experience and access valuable resources for further practice. Vray Proficiency: Master Vray tools, interface, and workflows in Maya for advanced 3D visualization. Advanced Lighting Skills: Expertise in diverse lighting techniques, including Vray sun, sky, and IES lights. Camera Control: Proficient manipulation of Vray camera settings, exposure, and animations. Material Customization: Create and customize realistic materials, utilizing custom libraries and overrides. Rendering Excellence: Skills in rendering images and animations, post-production, and compositing techniques. Global Illumination Mastery: Understand advanced global illumination methods for realistic scene lighting. Potential Jobs: 3D Lighting Artist: Specialize in illuminating scenes for films, games, or animations. 3D Visualization Specialist: Create realistic architectural or product visualizations. 3D Rendering Specialist: Focus on rendering high-quality images and animations. 3D Animator: Animate scenes within the context of realistic lighting. 3D Modeler: Develop detailed 3D models, ensuring realistic rendering. Visualization Consultant: Provide expert advice on visualization techniques. Freelance Vray Artist: Work independently on diverse projects, rendering scenes with exceptional realism. Expert Guidance: Receive guidance from certified tutors and industry professionals, benefitting from their deep expertise and practical insights. They will share valuable tips and techniques to enhance your rendering skills. Flexible Learning: Choose between in-person or live online sessions, tailored to your preference and location. Schedule training at your convenience, available Monday to Sunday, 9 am to 8 pm. Lifetime Assistance: Access lifetime email support, ensuring continuous guidance even after course completion. Our dedicated team is committed to addressing your queries and helping you overcome challenges. Unlock Your Potential: Enroll in our V-Ray for Maya Training Course to harness the power of this industry-leading rendering engine. Elevate your visual effects and animation skills, unleashing your creativity with stunning and lifelike renders.
This HTML course will provide you with an easy to follow, hands-on introduction to HTML and CSS, the basic coding languages which drive the internet. Participants will learn how to create an attractive and well-structured web page using basic HTML and CSS. This workshop is highly recommended for anyone wishing to learn how to create websites and also for people who already use applications such as Dreamweaver or WordPress and need more control over their web output.
Live online course with study materials and certificate of completion included This HTML course will provide you with an easy to follow, hands-on introduction to HTML and CSS, the basic coding languages which drive the internet. Participants will learn how to create an attractive and well-structured web page using basic HTML and CSS. This workshop is highly recommended for anyone wishing to learn how to create websites and also for people who already use applications such as Dreamweaver or WordPress and need more control over their web output. Resources Introduction to HTML & CSS Course Information Description Completing this course will enable you to do the following and more: Understand what HTML and CSS are and how they work together Learn basic HTML elements Learn how to create hyperlinks Work with images Use DIVs, forms and lists to arrange content Create page structure Use Cascading Style Sheets to control the layout and look of HTML elements Use Developer Tools to preview CSS changes Know how and when to use Inline CSS Create code that is both readable, compliant with HTML5 standards Understand what makes good SEO For the full course content please download the course information pdf listed above. Who is this course for? This workshop is suitable for anyone with basic PC or Mac skills who wants to understand how the web works. No previous knowledge or experience of HTML or CSS is necessary. Requirements Attendees should have basic PC or Mac skills. You will need a broadband internet connection to participate in this live online course. Certificates Certificate of completion Digital certificate - Included
Introduction to Agile for Executives This session provides executives with an overview of Agile values and principles, the key benefits of an Agile approach, and its differences with the traditional Waterfall method. During the session, we compare and contrast the major Agile methods, with an emphasis on Scrum, as the most popular in the market. And most importantly, we present some criteria for Agile Transformation, possible certifications to pursue, and what is needed at the senior leadership level to achieve the best business results. What you will Learn At the end of this program, you will be able to: Explain the basics and benefits of using an Agile approach Describe the Scrum framework, its events, artifacts, and roles and responsibilities Illustrate an Agile approach outside of Software Development Define Scaled Agile Determine how to support an Agile transformation for your organization Getting Started Introduction Course structure Course goals and objectives Agile Introduction What is Agile? Agile benefits Agile myths and realities Overview of Agile Methods Overview of Agile methods Scrum method Lean and Kanban methods Criteria and certifications What Executives Need to Know About Agile Agile is not just for IT Agile can be scaled Agile transformation needs your support Summary and Next Steps Review Personal Action Plan
Introduction to Agile for Executives: In-House Training This session provides executives with an overview of Agile values and principles, the key benefits of an Agile approach, and its differences with the traditional Waterfall method. During the session, we compare and contrast the major Agile methods, with an emphasis on Scrum, as the most popular in the market. And most importantly, we present some criteria for Agile Transformation, possible certifications to pursue, and what is needed at the senior leadership level to achieve the best business results. What you will Learn At the end of this program, you will be able to: Explain the basics and benefits of using an Agile approach Describe the Scrum framework, its events, artifacts, and roles and responsibilities Illustrate an Agile approach outside of Software Development Define Scaled Agile Determine how to support an Agile transformation for your organization Getting Started Introduction Course structure Course goals and objectives Agile Introduction What is Agile? Agile benefits Agile myths and realities Overview of Agile Methods Overview of Agile methods Scrum method Lean and Kanban methods Criteria and certifications What Executives Need to Know About Agile Agile is not just for IT Agile can be scaled Agile transformation needs your support Summary and Next Steps Review Personal Action Plan
Welcome to the combined course on : I. ISM (International Safety Management), /ISPS (International Ship and Port Facility Security), /MLC (Maritime Labour Convention)., II. ISO (International Organization for Standardization) standards (ISO 9001, ISO 14001, ISO 45001), This course aims to provide you with a comprehensive understanding of various maritime industry standards and regulations that play a crucial role in ensuring safety, security, environmental protection, and quality management in the maritime sector. I. ISM,ISPS,MLC Maritime Auditor The International Safety Management (ISM) Code sets guidelines for the safe operation of ships and pollution prevention. It establishes a framework for ship management and requires companies to develop and implement a Safety Management System (SMS) to ensure the safety of ships and personnel. The International Ship and Port Facility Security (ISPS) Code is a set of measures designed to enhance the security of ships and port facilities. It aims to detect security threats and take preventive measures to protect ships, ports, and the maritime supply chain from acts of terrorism, piracy, and other criminal activities. The Maritime Labour Convention (MLC) is an international labor standardthat sets out seafarers' rights and working conditions. It covers a wide rangeof issues, including employment contracts, working hours, accommodation, healthand safety, and welfare, ensuring that seafarers are treated fairly and provided with adequate working and living conditions. II. ISO (International Organization for Standardization) standards (ISO 9001, ISO 14001, ISO 45001) ISO standards, including ISO 9001 (Quality Management System), ISO 14001 (Environmental Management System), and ISO 45001 (Occupational Health and Safety Management System), provide internationally recognized frameworks for organizations to manage their quality, environmental, and occupational health and safety responsibilities. These standards help companies establish efficient processes, minimize risks, and improve their overall performance. Throughout this course, you will delve into each topic, exploring their principles, requirements, and best practices. By the end of this combined course, you will have gained valuable insights into the key aspects of maritime safety, security, labor standards, quality management, and the role of the Designated Person Ashore
Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.
According to the ISM Code the Designated Person Ashore (DPA) plays a key role in the effective implementation of a Safety Management System and takes responsibility for verification and monitoring of all safety and pollution prevention activities. To comply with the ISM Code a shipping company should be able to provide documentary evidence that the DPA has received sufficient training to undertake the necessary duties. In this course the participants will be fully prepared to assume the role of DPA. This means providing them with the knowledge, understanding and skills necessary to implement and maintain the company’s SMS as required by the ISM Code. Objectives The aim of the course is to provide knowledge, understanding and proficiency necessary to understand ISM code and also to provide training for all DPAs (and those preparing to become DPAs) so that they can fully understand their responsibilities and roles of this important position with respect to full compliance with the ISM Code.