52866 Courses delivered Online

Duration 1 Days 6 CPD hours This course is intended for This course is intended for people in a variety of roles and fields who have a basic understanding of Microsoft 365 and want to incorporate digital note taking and note collaboration by using Microsoft OneNote. Overview In this course, you will develop note-taking skills by creating, modifying, and managing OneNote notebooks that work with other Microsoft 365 applications. You will: Navigate and customize the OneNote environment and create your first notebook. Add and format various types of notes and note elements, including text, links, and drawing objects. Add images, video, audio, Excel spreadsheets, and other types of files to a notebook. Organize, categorize, and search notebook content. Finalize notebook content by checking spelling, printing copies, and password-protecting notebooks. Manage notebooks by exporting content and working with history and backups. Share notebooks using Outlook and collaborate with colleagues using OneDrive. In our fast-paced digital world, the need to capture ideas, meeting notes, and to-do items is ever present. Microsoft's OneNote app provides a way for you to efficiently create and collect your notes in an electronic notebook. This course will help you use OneNote notebooks to store a wide variety of content in an organized structure, access the content from anywhere, and also share it with others. Additionally, learning how OneNote and other applications in the Microsoft 365 suite are integrated will increase your productivity. Lesson 1: Getting Started with OneNote Topic A: Navigate the OneNote Environment Topic B: Create Notebook Pages from Page Templates Topic C: Customize the OneNote User Interface Lesson 2: Adding and Formatting Notebook Content Topic A: Format Notebook Content Topic B: Add Quick Notes and Linked Notes to a Notebook Topic C: Use Drawing Tools in a Notebook Topic D: Use Dictation in a Notebook Lesson 3: Adding Files to Notebooks Topic A: Insert Images, Video, and Audio into a Notebook Topic B: Embed Excel Spreadsheets in a Notebook Topic C: Attach Other File Types to a Notebook Lesson 4: Organizing Notebook Content Topic A: Use Tags to Categorize Notes Topic B: Organize and Search Notebooks Lesson 5: Finalizing Notebooks Topic A: Proof and Print a Notebook Topic B: Configure Password Protection and Notebook Properties Lesson 6: Managing Notebooks Topic A: Export Content from a Notebook Topic B: Manage Notebook History Lesson 7: Sharing OneNote Content Topic A: Send Notebook Pages to Others Topic B: Work with Integrated Outlook Features Topic C: Collaborate on Notebooks Additional course details: Nexus Humans Microsoft OneNote (Desktop App) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Microsoft OneNote (Desktop App) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 1 Days 6 CPD hours This course is intended for This course is designed for students who wish to use Microsoft Word to create and modify complex documents and use tools that allow them to customize those documents. Overview In this course, you will learn to create and modify complex documents and use tools that allow you to customize those documents. You will: Organize content using tables and charts. Customize formats using styles and themes. Insert content using Quick Parts. Use templates to automate document formatting. Control the flow of a document. Simplify and manage long documents. Use mail merge to create letters, envelopes, and labels. After you master the basics of creating, editing, and printing Microsoft© Word documents, you're ready to move on to tackling the more advanced features. In this course, you will work with features such as formats, styles, and templates to create professional documents with a consistent look and feel. You will add visual interest to your documents by using the tables and charts features. Quick Parts and templates provide efficiency and consistency when adding content, and long complex documents can be simplified and managed in Master Documents. Finally, you will use the mail merge feature to automate sending individual letters to customers. Creating professional-looking documents can give you and your organization a competitive edge. Implementing time-saving features such as document templates and automated mailings can help reduce expenses. Mastering these techniques will make you a valued employee in your organization. This course covers Microsoft Office Specialist Program exam objectives to help you prepare for the Word Associate (Office 365 and Office 2021): Exam MO-100 and Word Expert (Office 365 and Office 2021): Exam MO-101 certifications. Organizing Content Using Tables and Charts Topic A: Sort Table Data Topic B: Control Cell Layout Topic C: Perform Calculations in a Table Topic D: Create a Chart Topic E: Add an Excel Table to a Word Document (Optional) Customizing Formats Using Styles and Themes Topic A: Create and Modify Text Styles Topic B: Create Custom List or Table Styles Topic C: Apply Document Themes Inserting Content Using Quick Parts Topic A: Insert Building Blocks Topic B: Create and Modify Building Blocks Topic C: Insert Fields Using Quick Parts Using Templates to Automate Document Formatting Topic A: Create a Document Using a Template Topic B: Create and Modify a Template Topic C: Manage Templates with the Template Organizer Controlling the Flow of a Document Topic A: Control Paragraph Flow Topic B: Insert Section Breaks Topic C: Insert Columns Topic D: Link Text Boxes to Control Text Flow Simplifying and Managing Long Documents Topic A: Insert Blank and Cover Pages Topic B: Insert an Index Topic C: Insert a Table of Contents Topic D: Insert an Ancillary Table Topic E: Manage Outlines Topic F: Create a Master Document Using Mail Merge to Create Letters, Envelopes, and Labels Topic A: Use Mail Merge Topic B: Merge Envelopes and Labels Additional course details: Nexus Humans Microsoft Office Word 2021: Part 2 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Microsoft Office Word 2021: Part 2 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 5 Days 30 CPD hours This course is intended for This course is designed for The Dynamics 365 Supply Chain Management functional consultant. The Dynamics 365 Supply Chain Management functional consultant is a key resource that designs and configures apps to meet the requirements for a customer. The functional consultant analyzes business requirements and translates those requirements into fully realized business processes and solutions that implement industry-recommended practices. The functional consultant specializes in one or more of the following feature sets of Dynamics: finance, manufacturing, or supply chain management. They partner with architects, developers, administrators, and other stakeholders to deliver solutions that meet or exceed the needs of their customers. Overview Configure the most important Dynamics 365 Dynamics 365 Supply Chain Management functionalities. Process most of the Dynamics 365 Supply Chain Management transactions. Explain to others how Dynamics 365 Supply Chain Management features and functionalities works. This course is designed to build your foundation in Dynamics 365 Supply Chain Management application knowledge. This course will cover the most important features and functionalities needed by Dynamics 365 Supply Chain Management functional consultant including: The product information and how to configure, create, and manage your product and inventory. Supply chain management configuration and processing. The transportation management features, and the warehouse management features. Quality management and quality control functionalities. Master planning configuration and processing. This course includes lectures and several hands-on exercises. The exercises will be introduced to you on a form of a case study presented to a Dynamics 365 Supply Chain Management functional consultant. Each exercise will be bases on a business scenario followed by a question or discussion then a step-by-step guidance to perform the system related steps. Implement product information management Create and manage products Configure products for supply chain management Manage inventory pricing and costing Implement inventory management Configure Inventory management Manage and process inventory activities Implement and manage supply chain processes Implement Procurement and sourcing Implement common sales and marketing features Using Microsoft Guides Implement warehouse management and transportation management Configure warehouse management Perform warehouse management processes Implement transportation management Configure and manage quality control and quality management Configure quality control and quality management Manage quality control and quality management Implement master planning Configure master planning and forecasting Run master plans and manage planned orders Implement additional master planning features

Duration 2 Days 12 CPD hours This course is intended for A Dynamics 365 for Finance and Operations Functional Consultant is responsible for performing discovery, capturing requirements, engaging subject matter experts and stakeholders, translating requirements, and configuring the solution and applications. The Functional Consultant implements a solution using out of the box capabilities, codeless extensibility, application and service integrations. Overview This course provides the practical knowledge to Navigate and efficiently use search, filtering and queries Use operational workspaces Work with Business Document Management Work with record templates Integrate Power BI with Dynamics 365 Finance and Operations apps Personalize workspaces Run and analyze security reports Create and use workflow for approval Work with Organization Hierarchy and its purposes. How to use personalization feature Use Data Management workspace Create and use and entity templates Import and export data and manage data by using Office Integration Dynamics 365 Finance and Operations apps include, but are not limited to, Dynamics 365 Finance, Dynamics 365 Supply Chain Management, and Dynamics 365 Supply Chain Management, Manufacturing. This foundational course provides students with the important first steps in automating and modernizing both global financial and supply chain operations. USE COMMON FUNCTIONALITY AND IMPLEMENTATION TOOLS Introduction Identify and use common Dynamics 365 Finance and Operations apps features and functionality Describe use cases for Power Platform apps and services Module Summary CONFIGURE SECURITY, PROCESSES, AND OPTIONS Introduction Implement security Design and create workflows Configure Organization administration features Configure System administration features Module Summary MANAGE DYNAMICS 365 FINANCE AND OPERATION DATA Introduction Manage data in Dynamics 365 Finance and Operations apps Plan a migration strategy Prepare data for migration and migrate data Module Summary VALIDATE AND SUPPORT THE SOLUTION Introduction Test solutions in Dynamics 365 Finance and Operations apps Implement Lifecycle Services tools Module Summary Additional course details: Nexus Humans MB-300T00 Microsoft Dynamics 365: Core Finance and Operations training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the MB-300T00 Microsoft Dynamics 365: Core Finance and Operations course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 4 Days 24 CPD hours This course is intended for Candidates should be familiar with Dynamics 365 Customer Insights and have firsthand experience with one or more additional Dynamics 365 apps, Power Query, Microsoft Dataverse, Common Data Model, and Microsoft Power Platform. They should also have working knowledge of practices related to privacy, compliance, consent, security, responsible AI, and data retention policy. Overview After completing this course, you will be able to: Clean, transform, and ingest data into Dynamics 365 Customer Insights Create a unified customer profile Work with Dynamics 365 Audience insights Enrich data and predictions Set up and manage external connections Administer and monitor Customer Insights Customer Data Platform specialists implement solutions that provide insight into customer profiles and that track engagement activities to help improve customer experiences and increase customer retention. In this course, students will learn about the Dynamics 365 Customer Insights solution, including how to unify customer data with prebuilt connectors, predict customer intent with rich segmentation, and maintain control of customer data. This specialty course starts with creating a unified profile and then working with customer data. Module 1: Get started with Dynamics 365 Customer Insights Introduction to the customer data platform Administer Dynamics 365 Customer Insights Explore user permissions in Dynamics 365 Customer Insights Module 2: Ingest data into Dynamics 365 Customer Insights Import and transform data Connect to data sources Work with data Module 3: Create a unified customer profile in Dynamics 365 Customer Insights Map data Match data Merge data Find customers Module 4: Work with Dynamics 365 Customer Insights Explore Audience insights Define relationships and activities Work with measures Work with segments Module 5: Enrich data and predictions with Audience insights Enrich data Use predictions Use machine learning models Module 6: Manage external connections with Customer Data Platform Export Customer Insights data Use Customer Insights with Microsoft Power Platform Display Customer Insights data in Dynamics 365 apps More ways to extend Customer Insights

Duration 5 Days 30 CPD hours This course is intended for This introductory-level, fast-paced course is for skilled web developers new to React who have prior experienced working HTML5, CSS3 and JavaScript. Overview Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore: A basic and advanced understanding of React components An advanced, in-depth knowledge of how React works A complete understanding of using Redux How to build, validate, and populate interactive forms How to use inline styles for perfect looking components How to test React components How to build and use components How to get control of your build process A deep understanding of data-driven modeling with props and state How to use client-side routing for pages in your apps How to debug a React application Mastering React is a comprehensive hands-on course that aims to be the single most useful resource on getting up to speed quickly with React. Geared for more experienced web developers new to React, this course provides students with the core knowledge and hands-on skills they require to build reliable, powerful React apps. After the first few modules, you?ll have a solid understanding of React?s fundamentals and will be able to build a wide array of rich, interactive web apps with the framework. The first module is an introduction to the new functionality in ECMAScript 6 (JavaScript). Client-side routing between pages, managing complex state, and heavy API interaction at scale are also covered. This course consists of two parts. In the first part of the course students will explore all the fundamentals with a progressive, example-driven approach. You?ll create your first apps, learn how to write components, start handling user interaction, and manage rich forms. We end the first part by exploring the inner workings of Create React App (Facebook?s tool for running React apps), writing automated unit tests, and building a multi-page app that uses client-side routing. The latter part of the course moves into more advanced concepts that you?ll see used in large, production applications. These concepts explore strategies for data architecture, transport, and management: Redux is a state management paradigm based on the Flux architecture. Redux provides a structure for large state trees and allows you to decouple user interaction in your app from state changes. GraphQL is a powerful, typed, REST API alternative where the client describes the data it needs. Hooks is the powerful, new way to maintain state and properties with functional components and the future of React according to Facebook. ES6 Primer (Optional) Prefer const and let over var Arrow functions Modules Object.assign() Template literals The spread operator and Rest parameters Enhanced object literals Default arguments Destructuring assignments Your first React Web Application Setting up your development environment JavaScript ES6 /ES7 Getting started What?s a component? Our first component Building the App Making the App data-driven Your app?s first interaction Updating state and immutability Refactoring with the Babel plugin transform-class-properties JSX and the Virtual DOM React Uses a Virtual DOM Why Not Modify the Actual DOM? What is a Virtual DOM? Virtual DOM Pieces ReactElement JSX JSX Creates Elements JSX Attribute Expressions JSX Conditional Child Expressions JSX Boolean Attributes JSX Comments JSX Spread Syntax JSX Gotchas JSX Summary Components A time-logging app Getting started Breaking the app into components The steps for building React apps from scratch Updating timers Deleting timers Adding timing functionality Add start and stop functionality Methodology review Advanced Component Configuration with props, state, and children ReactComponent props are the parameters PropTypes Default props with getDefaultProps() context state Stateless Components Talking to Children Components with props.children Forms Forms 101 Text Input Remote Data Async Persistence Redux Form Modules Unit Testing & Jest Writing tests without a framework What is Jest? Using Jest Testing strategies for React applications Testing a basic React component with Enzyme Writing tests for the food lookup app Writing FoodSearch.test.js Routing What?s in a URL? React Router?s core components Building the components of react-router Dynamic routing with React Router Supporting authenticated routes Intro to Flux and Redux Why Flux? Flux is a Design Pattern Flux implementations Redux & Redux?s key ideas Building a counter The core of Redux The beginnings of a chat app Building the reducer() Subscribing to the store Connecting Redux to React Intermediate Redux Using createStore() from the redux library Representing messages as objects in state Introducing threads Adding the ThreadTabs component Supporting threads in the reducer Adding the action OPEN_THREAD Breaking up the reducer function Adding messagesReducer() Defining the initial state in the reducers Using combineReducers() from redux React Hooks Motivation behind Hooks How Hooks Map to Component Classes Using Hooks Requires react 'next' useState() Hook Example useEffect() Hook Example useContext() Hook Example Using Custom Hooks Using Webpack with Create React App JavaScript modules Create React App Exploring Create React App Webpack basics Making modifications Hot reloading; Auto-reloading Creating a production build Ejecting Using Create React App with an API server When to use Webpack/Create React App Using GraphQL Your First GraphQL Query GraphQL Benefits GraphQL vs. REST GraphQL vs. SQL Relay and GraphQL Frameworks Chapter Preview Consuming GraphQL Exploring With GraphiQL GraphQL Syntax 101 . Complex Types Exploring a Graph Graph Nodes ; Viewer Graph Connections and Edges Mutations Subscriptions GraphQL With JavaScript GraphQL With React

Duration 3 Days 18 CPD hours This course is intended for Ideal candidates are Network Administrators who monitor and troubleshoot wireless networks, and Network and System Administrators responsible for installing and configuring network monitoring systems. Overview This hands-on course prepares you with the knowledge and experience required to install and use the AirWave Wireless Management Suite: AirWave Management Platform (AMP), RAPIDS, Visual RF, network health diagnostics, client troubleshooting, alerts and reporting.  In this course, you learn about AirWave?s capabilities in troubleshooting network health and client status via the various stages of association and authentication, as well as redundancy and master consoles for large networks. Introduction to AWMS Airwave Platform. Features and Benefits of AMP RAPIDS and Visual RF. Airwave products. Basic operations using AWMS Installing AWMS Installing AMP. Hardware requirements. Cent OS and AWMS software. Basic configuration steps. Upgrade AWMS software. Licensing AWMS. AWMS documentation Adding Device to AWMS Folders and Groups. Adding devices general process. Manually adding devices. Device discovery and managing device discovery. Moving a device to a folder. Troubleshooting IAP Organizaion and Groups Overview of IAP.Airwave integration. Golden configuration. IAP Organization options. IAP Whitelist Using Visual RF and Visual RF Plan Navigation. Setup. Heat-maps and location information. Import floorplan graphics. Plan deployments. Provision APs. Manage Visual RF performance Network Health Diagnostics page indicators. Network performance tabs. Source of issues. Network issues Troubleshooting Clients and Wireless Networks Searching for users and Diagnostics tab. Client issues. Network issues. AP issues. Switch/Controller issues. General Issues Rogue Detection and Using RAPIDS Why use RAPIDS. Threat Detection Methods. Rules. Classifications. IDS Events Report. New Rogue Devices Report. Visualization. PCI Compliance.WMS Offload Managing Administrative Access, Alerts, Triggers and Reporting Configure role-based administrative use access to the AMP system. Triggers. Alerts. Define and generate reports Scalability and Redundancy VM Redundancy. Failover for Redundancy. Master Console for large deployments. Multiple AMP Server deployments. Large Deployment example System Administration AMP Maintenance. Device Maintenance Wired Device Management Monitoring wired devices in AWMS. Wired device port and interface information. Wired device bandwith statistics and counters. Managing and configuring wired devices via AWMS templates AirWave Aruba Groups How AWMS configures devices. Using groups to control policies. Creating and controlling groups. Basic Group Design.Configuration Audits IAP Template Configuration Fetching a Template. Template Variables. Templates Configuration IAP GUI Configuration Golden configuration. GUI mode. GUI configuration Additional course details: Nexus Humans Managing Campus Networks with Aruba AirWave, Rev. 19.21 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Managing Campus Networks with Aruba AirWave, Rev. 19.21 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 2 Days 12 CPD hours This course is intended for Leaders & Managers Overview The practical emotional intelligence tools every manager needs to build performance, communication, trust and leadership skills. Management Essentials with applied Emotional Intelligence delivers crucial tools for professionals to learn more about the people side of the organization. Strengthening performance with a powerful framework to understand the job of managing people. Provides practical tools for effective management and leadership. This course blends engaging learning and powerful content with the perspective of emotional intelligence experts. It provides tools to help navigate through today?s challenges, foster innovation, and build organizations where people thrive. What is Emotional Intelligence? Learn about business EI - a practical, work based approach that helps individuals and teams. Discover 18 key brain talents essential to fuel performance. Essentials of Trust Where does Trust originate? Do we trust from the head or the heart? Explore the science of emotional intelligence with a practical approach. Use the EI tools to help you earn trust. The Challenge of Change Untangle and rewire to affect change. Understand the stages of change and the emotional transitions needed to support change. Recognize our own patterns; a key step to being more effective at change. Igniting Motivation The surprising truth about what motivates us. Find meaning in your work and help the people that work for you find meaning. Delve into Purpose, Skill and Autonomy, and find what motivates you and your team? Enhancing Teamwork What blocks us from utilizing Divergence in our Teams? What helps us? Learn to know the EI talents you have in your group. Understand working with differing personalities. Discover strengths and weaknesses and how can they be positive. Accelerating Execution Higher and lower talents and how they assist? Learn the impact of optimizing talent. Discover your EI talent to help you grow and optimize your execution.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for experienced Scala developers who are new to the world of machine learning and are eager to expand their skillset. Professionals such as data engineers, data scientists, and software engineers who want to harness the power of machine learning in their Scala-based projects will greatly benefit from attending. Additionally, team leads and technical managers who oversee Scala development projects and want to integrate machine learning capabilities into their workflows can gain valuable insights from this course Overview Working in a hands-on learning environment led by our expert instructor you'll: Grasp the fundamentals of machine learning and its various categories, empowering you to make informed decisions about which techniques to apply in different situations. Master the use of Scala-specific tools and libraries, such as Breeze, Saddle, and DeepLearning.scala, allowing you to efficiently process, analyze, and visualize data for machine learning projects. Develop a strong understanding of supervised and unsupervised learning algorithms, enabling you to confidently choose the right approach for your data and effectively build predictive models Gain hands-on experience with neural networks and deep learning, equipping you with the know-how to create advanced applications in areas like natural language processing and image recognition. Explore the world of generative AI and learn how to utilize GPT-Scala for creative text generation tasks, broadening your skill set and making you a more versatile developer. Conquer the realm of scalable machine learning with Scala, learning the secrets to tackling large-scale data processing and analysis challenges with ease. Sharpen your skills in model evaluation, validation, and optimization, ensuring that your machine learning models perform reliably and effectively in any situation. Machine Learning Essentials for Scala Developers is a three-day course designed to provide a solid introduction to the world of machine learning using the Scala language. Throughout the hands-on course, you?ll explore a range of machine learning algorithms and techniques, from supervised and unsupervised learning to neural networks and deep learning, all specifically crafted for Scala developers. Our expert trainer will guide you through real-world, focused hands-on labs designed to help you apply the knowledge you gain in real-world scenarios, giving you the confidence to tackle machine learning challenges in your own projects. You'll dive into innovative tools and libraries such as Breeze, Saddle, DeepLearning.scala, GPT-Scala (and Generative AI with Scala), and TensorFlow-Scala. These cutting-edge resources will enable you to build and deploy machine learning models for a wide range of projects, including data analysis, natural language processing, image recognition and more. Upon completing this course, you'll have the skills required to tackle complex projects and confidently develop intelligent applications. You?ll be able to drive business outcomes, optimize processes, and contribute to innovative projects that leverage the power of data-driven insights and predictions. Introduction to Machine Learning and Scala Learning Outcome: Understand the fundamentals of machine learning and Scala's role in this domain. What is Machine Learning? Machine Learning with Scala: Advantages and Use Cases Supervised Learning in Scala Learn the basics of supervised learning and how to apply it using Scala. Supervised Learning: Regression and Classification Linear Regression in Scala Logistic Regression in Scala Unsupervised Learning in Scala Understand unsupervised learning and how to apply it using Scala. Unsupervised Learning:Clustering and Dimensionality Reduction K-means Clustering in Scala Principal Component Analysis in Scala Neural Networks and Deep Learning in Scala Learning Outcome: Learn the basics of neural networks and deep learning with a focus on implementing them in Scala. Introduction to Neural Networks Feedforward Neural Networks in Scala Deep Learning and Convolutional Neural Networks Introduction to Generative AI and GPT in Scala Gain a basic understanding of generative AI and GPT, and how to utilize GPT-Scala for natural language tasks. Generative AI: Overview and Use Cases Introduction to GPT (Generative Pre-trained Transformer) GPT-Scala: A Library for GPT in Scala Reinforcement Learning in Scala Understand the basics of reinforcement learning and its implementation in Scala. Introduction to Reinforcement Learning Q-learning and Value Iteration Reinforcement Learning with Scala Time Series Analysis using Scala Learn time series analysis techniques and how to apply them in Scala. Introduction to Time Series Analysis Autoregressive Integrated Moving Average (ARIMA) Models Time Series Analysis in Scala Natural Language Processing (NLP) with Scala Gain an understanding of natural language processing techniques and their application in Scala. Introduction to NLP: Techniques and Applications Text Processing and Feature Extraction NLP Libraries and Tools for Scala Image Processing and Computer Vision with Scala Learn image processing techniques and computer vision concepts with a focus on implementing them in Scala. Introduction to Image Processing and Computer Vision Feature Extraction and Image Classification Image Processing Libraries for Scala Model Evaluation and Validation Understand the importance of model evaluation and validation, and how to apply these concepts using Scala. Model Evaluation Metrics Cross-Validation Techniques Model Selection and Tuning in Scala Scalable Machine Learning with Scala Learn how to handle large-scale machine learning problems using Scala. Challenges of Large-Scale Machine Learning Data Partitioning and Parallelization Distributed Machine Learning with Scala Machine Learning Deployment and Production Understand the process of deploying machine learning models into production using Scala. Deployment Challenges and Best Practices Model Serialization and Deserialization Monitoring and Updating Models in Production Ensemble Learning Techniques in Scala Discover ensemble learning techniques and their implementation in Scala. Introduction to Ensemble Learning Bagging and Boosting Techniques Implementing Ensemble Models in Scala Feature Engineering for Machine Learning in Scala Learn advanced feature engineering techniques to improve machine learning model performance in Scala. Importance of Feature Engineering in Machine Learning Feature Scaling and Normalization Techniques Handling Missing Data and Categorical Features Advanced Optimization Techniques for Machine Learning Understand advanced optimization techniques for machine learning models and their application in Scala. Gradient Descent and Variants Regularization Techniques (L1 and L2) Hyperparameter Tuning Strategies

Duration 2 Days 12 CPD hours This course is intended for This course is ideal for users who need to replace a Windows computer with a Mac and for IT professionals who support Mac users. Overview Organizations are increasingly integrating Mac computers into Windows or other standards-based network environments. This course gives both users and the IT professionals who support them the skills necessary to make integration easy. This two day Mac Integration Basics course examines how to best use a Mac(s) in an organization that predominantly functions with a Microsoft Windows operating system and Windows Servers. Directory Services Connect a Mac to an Active Directory server Share Files Connect to file servers. Turn on personal file sharing. Configure Collaborative Services Manage Internet Accounts preferences. Connect to an Exchange Server. Connect Mail to non-Windows servers. Add accounts in Mail, Contacts, and Calendars. Secure a Mac Built-In Security features. Create strong passwords. Use two-factor authentication. Set a firmware password. Lock a Mac screen. Create user accounts. Disable automatic login. Protect start-up disk files. Ensure that the apps you download are safe. Provide network security. Printing Connect to a local printer. Connect to, share, and print from network printers. Move and Back Up Content Move content. Back up content. Run Windows on a Mac Run Windows natively or virtually. Microsoft Office for macOS. Cross-platform apps. Cross-platform files. Troubleshooting How to best troubleshoot macOS. Questions & Answers