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 4 Days 24 CPD hours This course is intended for This is an introductory-level Java programming course, designed for experienced developers who wish to get up and running with Java, or who need to reinforce sound Java coding practices, immediately. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand not only the fundamentals of the Java language, but also its importance, uses, strengths and weaknesses Understand the basics of the Java language and how it relates to OO programming and the Object Model Learn to use Java exception handling features Work with the Modular system (Project Jigsaw) Understand and use classes, inheritance and polymorphism Understand and use collections, generics, autoboxing, and enumerations Process large amount of data using Lambda expressions and the Stream API Abstract, static and private methods in interfaces Take advantage of the Java tooling that is available with the programming environment being used in the class Specific Java 11 features covered: Using the Local Variable Type in Lambda expressions; Updates made to the String AP Time Permitting: Quick look ahead - Java 12, Java 13, Java 14 and Beyond If you're an experienced OO developer (coming from a C# or C++ background, etc.) who needs to transition to programming in Java, this fast-paced, hands-on course will get you there quickly. Fast Track to Java Programming for OO Experienced Developers is a four-day, lab-intensive class where you'll quickly be immersed in working with the latest Java 11 programming techniques, using best practices for writing solid, robust (and well-written!) modern object-oriented applications. In addition to learning excellent, current coding skills in Java, you'll explore the new improved features for better performance and new capabilities for addressing rapid application development that Java 11 brings to the table. This course includes several key aspects that were introduced in Java 9, Java 10, and Java 11 including the Java Modular System, Local Variable Type Inference, and several API updates. This course also includes a Quick Look at what?s next in Java ? Java 12, Java 13, Java 14 and beyond. The Java Platform Java Platforms Lifecycle of a Java Program Responsibilities of JVM Documentation and Code Reuse Using the JDK Setting Up Environment Locating Class Files Compiling Package Classes Source and Class Files Java Applications The Eclipse Paradigm Workbench and Workspace Views Editors Perspectives Projects Writing a Simple Class Classes in Java Class Modifiers and Types Class Instance Variables Primitives vs. Object References Creating Objects Adding Methods to the Class Passing Parameters into Methods Returning a Value from a Method Overloaded Methods Constructors Optimizing Constructor Usage Language Statements Operators Comparison and Logical Operators Looping Continue and Break Statements The switch Statement The for-each() Loop Using Strings Create an instance of the String class Test if two strings are equal Get the length of a string Parse a string for its token components Perform a case-insensitive equality test Build up a string using StringBuffer Contrast String, StringBuffer, and StringBuilder Specializing in a Subclass Extending a Class Casting The Object Class Default Constructor Implicit Constructor Chaining Fields and Variables Instance vs. Local Variables: Usage Differences Data Types Default Values Block Scoping Rules Final and Static Fields Static Methods Using Arrays Arrays Accessing the Array Multidimensional Arrays Copying Arrays Variable Arguments Local-Variable Type Inference Type inference Infering Types of Local Variables The var Reserved Type name Benefits of Using var Backward Compatibility Java Packages and Visibility Class Location of Packages The Package Keyword Importing Classes Executing Programs Visibility in the Modular System Java Naming Conventions Inheritance and Polymorphism Polymorphism: The Subclasses Upcasting vs. Downcasting Calling Superclass Methods from Subclass The final Keyword Interfaces and Abstract Classes Separating Capability from Implementation Abstract Classes Implementing an Interface Abstract Classes vs. Interfaces Introduction to Exception Handling Exception Architecture Throwing Exceptions Checked vs. Unchecked Exceptions Exceptions Handling Multiple Exceptions Automatic Closure of Resources Creating Your Own Exceptions Utility Classes Wrapper Classes Autoboxing/Unboxing Enumeration Syntax Using Static imports Introduction to Generics Generics and Subtyping Bounded Wildcards Generic Methods Legacy Calls to Generics When Generics Should Be Used Lambda Expressions and Functional Interface Lambda Expression Syntax Functional Interfaces Type Inference in Java 8 Method references Collections Characterizing Collections Collection Interface Hierarchy The Set, List and Queue Interfaces Map Interfaces Using Collections Collection Sorting Comparators Using the Right Collection Lambda expressions in Collections Streams Processing Collections of data The Stream interface Reduction and Parallelism Filtering collection data Sorting Collection data Map collection data Find elements in Stream Numeric Streams Create infinite Streams Sources for using Streams Collectors Creating Collections from a Stream Group elements in the Stream Multi-level grouping of elements Partitioning Streams Introduction to the Module System Introduce Project Jigsaw Classpath and Encapsulation The JDK internal APIs Java 9 Platform modules Defining application modules Define module dependencies Implicit dependencies Implied Readability Exporting packages Java Date/Time The Date and Calendar classes Introduce the new Date/Time API LocalDate, LocalDateTime, etc. Formatting Dates Working with time zones Manipulate date/time values Java 12 and beyond Provide an overview of changes since Java 11 Introduce Preview Features Records (Java 14) Switch Expressions (Java 12, Java 13, Java 14) Text Blocks (Java 13, Java 14) Helpful NullPointerExceptions (Java 14) Pattern Matching for instanceof (Java 14) Additional course details: Nexus Humans Fast Track to Core Java Programming for Object Oriented Developers (TT2104-J11) 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 Fast Track to Core Java Programming for Object Oriented Developers (TT2104-J11) 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 Tier 1 system administrators, and integrators responsible for managing and maintaining VMware Horizon Infrastructure. Overview By the end of the course, you should be able to meet the following objectives: Describe the installation, architecture, and requirements of Horizon Connection Server Describe the authentication and certificate options for a VMware Horizon environment Recognize the integration process and benefits of Workspace ONE Access and VMware Horizon Compare the remote display protocols that are available in VMware Horizon Describe the 3D rendering options available in VMware Horizon Discuss the scalability options available in VMware Horizon Describe the different security options for VMware Horizon environments Discuss the advanced configurations of Horizon Connection Server List the troubleshooting techniques for common Horizon Connection Server issues Interpret the Horizon Connection Server logs Identify Unified Access Gateway configuration and certificate issues List the troubleshooting steps for common Unified Access Gateway common issues Describe Blast configuration verification using logs and settings Describe the Blast optimization recommendations for different use cases Describe VMware Horizon connections and how to troubleshoot related problems Describe VMware Horizon certificates List the troubleshooting steps for common VMware Horizon certificates issues Describe Cloud Pod Architecture troubleshooting scenarios Identify and fix problems in a VMware Horizon environment VMware Horizon 8: Infrastructure Administrator and Troubleshooting is a five-day combination course of VMware Horizon 8: Infrastructure Administration & VMware Horizon 8: Infrastructure Troubleshooting. This training collection gives you the skills to install and configure a virtual desktop infrastructure platform. This course builds your skills in installing and configuring VMware Horizon© through a combination of lecture and hands-on labs. You learn how to install and configure VMware Horizon© Connection Server?, VMware Unified Access Gateway?, how to configure a load balancer for use with Horizon, and how to establish Cloud Pod Architecture. Also, this course provides you with the advanced knowledge, skills, and abilities to troubleshoot VMware Horizon 8 infrastructure. This workshop teaches the required skill and competence for troubleshooting Horizon Connection Server, Unified Access Gateway, protocols, connections, and certificates. This course provides a challenge lab designed to present participants with infrastructure issues that may arise in actual Horizon environments. The lab objective is to put into practice the contents covered during the training to create a working environment. Course Introduction Introductions and course logistics Course objectives Horizon Connection Server Recognize VMware Horizon reference architecture Identify the supported features of Horizon Connection Server Identify the recommended system requirements for Horizon Connection Server Configure the VMware Horizon event database Outline the steps for the initial configuration of Horizon Connection Server Discuss the AD Lightweight Directory Service (LDS) database as a critical component of Horizon Connection Server installation Authentication and Certificates Compare the authentication options that Horizon Connection Server supports Describe the smart card authentication options that Horizon Connection Server supports Outline the steps to create a VMware Horizon administrator and custom roles Describe the roles available in a VMware Horizon environment Explain the role that certificates play for Horizon Connection Server Install and configure certificates for Horizon Connection Server Install and configure True SSO in a VMware Horizon environment Workspace ONE Access and Virtual Application Management Recognize the features and benefits of Workspace ONE Access Describe the features of the Workspace ONE Access console Explain identity management in Workspace ONE Access Explain access management in Workspace ONE Access Describe the Workspace ONE Access directory integration Deploy virtual applications with Workspace ONE services Horizon Protocols Compare the remote display protocols that are available in VMware Horizon Describe Blast Describe the Blast display protocol codecs Summarize the Blast codec options List the ideal applications for each Blast codec Describe Blast and PCoIP ADMX GPO common configurations Graphics Cards Describe the 3D rendering options available in Vmware Horizon Compare vSGA and vDGA List the steps to configure graphics cards for use in a VMware Horizon environment Horizon Scalability Describe the purpose of a replica connection server Explain how multiple Horizon Connection Server instances in a pod maintain synchronization List the steps to configure graphics cards for use in a VMware Horizon environment Configure a load balancer for use in a VMware Horizon environment Explain Horizon Cloud Pod Architecture LDAP replication and VIPA Explain Horizon Cloud Pod Architecture scalability options Horizon Security Explain concepts relevant to secure VMware Horizon connections Describe how to restrict VMware Horizon connections Discuss the benefits of using Unified Access Gateway List the two-factor authentication options that are supported by Unified Access Gateway List the Unified Access Gateway firewall rules Describe the situations in which you might deploy Unified Access Gateway instances with one, two, or three network interfaces Troubleshooting Horizon Connection Server Identify the general troubleshooting techniques for Horizon Connection Server Explain how to use logs to identify common Horizon Connection Server problems Describe AD LDS replication Discuss common Horizon Connection Server replication issues Explain how to interpret Horizon Connection Server logs Compare successful and unsuccessful logs from common infrastructure administration tasks Troubleshooting Unified Access Gateway Identify common Unified Access Gateway deployment issues Explain how to monitor the health of a Unified Access Gateway deployment Identify and troubleshoot Unified Access Gateway certificate issues Explain how to monitor, test, and troubleshoot network errors using tcpdump and curl Detail the general Unified Access Gateway troubleshooting methods Blast Configuration Discuss Blast codecs and Encoder Switch settings Describe how to verify BLAST configuration using logs and settings Optimizing Blast List general Blast optimization recommendations Summarize Blast tuning recommendations that apply to WAN connections Summarize Blast tuning recommendations that apply to work-from-home and home-office-to-cloud use cases Describe the recommended tuning options to increase display protocol quality for all use cases and applications Troubleshooting VMware Horizon Connections Explain VMware Horizon connections Describe the role of primary and secondary protocols in VMware Horizon connections Describe HTML client access connections Describe Horizon Connections load balancing Describe timeout settings, supported health monitoring strings, and suitable load balancer persistence values Identify the troubleshooting steps for failing VMware Horizon load balancer connections List the steps for troubleshooting VMware Horizon connections Troubleshooting VMware Horizon Certificates List the functions of VMware Horizon certificates Describe VMware Horizon certificate scenarios Discuss potential challenges related to certificates in VMware Horizon Describe the troubleshooting approach to VMware Horizon certificates issues Cloud Pod Architecture Describe Cloud Pod Architecture troubleshooting scenarios Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon 8: Infrastructure Administration and Troubleshooting 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 VMware Horizon 8: Infrastructure Administration and Troubleshooting 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.
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Duration 5 Days 30 CPD hours This course is intended for Data Warehouse AdministratorDatabase AdministratorsDatabase DesignersSupport EngineerTechnical Administrator Overview Monitor the DatabaseManage Database PerformanceImplement Database AuditingConfigure the Database Instance Such That Resources Are Appropriately Allocated Among Sessions and TasksSchedule Jobs to Run Inside or Outside of the DatabaseConfigure Oracle Net ServicesConfigure your Database For Backup and Recovery OperationsDescribe Oracle Database ArchitectureManage the Oracle Database InstanceManage Oracle Database Storage structuresCreate and Administer User Accounts The Oracle Database 12c: Administration Workshop will teach you about the Oracle Database architecture. You will discover how to effectively manage an Oracle Database instance, configure the Oracle Network Environment and perform database maintenance. The Oracle Database 12c: Administration Workshop will teach you about the Oracle Database architecture. You will discover how to effectively manage an Oracle Database instance, configure the Oracle Network Environment and perform database maintenance.
Duration 1 Days 6 CPD hours This course is intended for Leaders, Managers, Individuals who lead meetings This course is designed to help leaders run effective virtual meetings as well as managing their team virtually. We will explore communication styles and understanding their team as well as productivity. This course involves a lot of open discussion as well as teaching leaders how to manage the virtual workplace and run productive meetings. Defining the Virtual Workplace What does it look like? Tools available Communication strategies Understanding communication styles Leading different communication styles Building a Virtual Workplace Strategy Goals & agenda Check-ins Communication strategies Virtual Leadership Strategies Making connections & check ins Managing virtual meetings with team members Defining availability & creating schedules Open Discussion & Action Plan
Duration 2 Days 12 CPD hours This course is intended for System Engineers, Administrators, Architects, and Channel Partners Overview After you complete this course you will be able to: Describe the requirements for Jabber deploymentConfigure DNS, CUCM, IM&P, and Active Directory for Jabber integration This training course is designed to provide the necessary skills to deploy a Cisco Jabber© on premise solution. During class, students will train Cisco© Unified Communications administrators to meet the deployment requirements. Course Outline Module 1: Cisco Jabber Overview Module 2: Requirements for Jabber Deployment Module 3: Configuring CUCM for Jabber Deployment Module 4: Configuring IM&P for Jabber Deployment Module 5: DNS Configuration Module 6: Installing Cisco Jabber Module 7: Adding Photos to User Module 8: URI Dialing Module 9: Using Jabber Features Module 10: Collaboration Edge Module 11: Troubleshooting
Duration 5 Days 30 CPD hours This course is intended for NULL Overview Topics include: basic file manipulation; basic and advanced filesystem features; I/O redirection and pipes; text manipulation and regular expressions; managing jobs and processes; vi, the standard Unix editor; automating tasks with shell scripts; managing software; secure remote administration; and more. The GL120 is a challenging course that focuses on the fundamental tools and concepts of Linux and Unix. Students gain proficiency using the command line. Beginners develop a solid foundation in Unix, while advanced users discover patterns and fill in gaps in their knowledge. Like all Guru Labs courses, the course material is designed to provide extensive hands-on experience. The GL120 is a challenging course that focuses on the fundamental tools and concepts of Linux and Unix. Students gain proficiency using the command line. Beginners develop a solid foundation in Unix, while advanced users discover patterns and fill in gaps
Duration 5 Days 30 CPD hours This course is intended for Channel Partner/Reseller Customer Employee Overview Upon completing this course, the learner will be able to meet these overall objectives: These are the ones listed in the Objectives Table I put together: Identify the basic components and operations of the Unified CCE solution. Use the available UCCE tools to complete a basic UCCE system installation. Discuss the installation and configuration steps required to support agent functionality in a UCCE deployment. Install a basic CCE VXML Solution. Install, configure and run a CCE Outbound Option Campaign. Describe how to support CCE. Deploying Cisco Unified Contact Center Enterprise (DUCCE) v2.0 is a 5-day instructor-led course presented by training partners. The course allows learners to deploy the Unified CCE v10.0 solution including installation, deploying HA and using troubleshooting tools to identify issues with inbound and outbound Contact Center functionality. This course is intended for those installing the Unified CCE solution, or those providing Level 3 solution support. This course also serves as a foundation for the two corresponding UCCE Administration courses, but is not a prerequisite. Students will learn enough about CCE scripting in this course to ensure system functionality only. A separate course exists for advanced scripting. Course Outline Module 1: Cisco Unified Contact Center Enterprise v10 Foundations Module 2: Preparing UCCE for Basic IVR Scripting Module 3: Preparing UCCE for Basic Agent Functionality Module 4: Installing and Configuring CCE VXML Solution Module 5: Installing CCE Outbound Option Module 6: Supporting CCE
Duration 5 Days 30 CPD hours This course is intended for Database DesignersSupport EngineerTechnical AdministratorDatabase AdministratorsData Warehouse Administrator Overview Use Oracle Restart to manage components.Upgrade database to Oracle Database 12c.Install Oracle Grid Infrastructure for a Standalone Server.Create a container database.Create an Oracle DatabaseInstall Oracle Database 12c software.Monitor the Database.Manage Database Performance.Implement Database Auditing.Configure the Database Instance Such That Resources Are Appropriately Allocated Among Sessions and Tasks.Schedule Jobs to Run Inside or Outside of the Database.Configure Oracle Net Services.Configure your Database For Backup and Recovery Operations.Describe Oracle Database Architecture.Manage the Oracle Database Instance.Manage Oracle Database Storage structures. This course will will teach you about the Oracle Database architecture and you will discover how to effectively manage an Oracle Database instance. You will also be provided key information on how to install and administer Oracle Database 12c. This course will will teach you about the Oracle Database architecture and you will discover how to effectively manage an Oracle Database instance. You will also be provided key information on how to install and administer Oracle Database 12c.