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
Duration 5 Days 30 CPD hours This course is intended for Network Engineers, Network Administrators, Network Security Engineers, and NOC Administrators. Overview Successful completion of this five-day, instructor-led course will help enhance your understanding of how to design, implement, and effectively operate a Prisma SDWAN solution. You will get hands-on experience configuring Prisma SD-WAN with a branch and datacenter, configure policies, and use Prisma SD-WAN services. The Prisma SD-WAN Design and Operation (EDU-238) course describes the next generation Prisma SD-WAN solution, the capability and value it provides over legacy WAN and SD-WAN implementations, and how to configure, operate, and troubleshoot the solution. This course is intended for people who must configure, maintain, and use wide area networks, from data centers, to branches, to the cloud. Course Outline 1 - Solution Overview 2 - Branch Design 3 - Routing 4 - Policy Module #1 - Application Path and QoS Policy 5 - Policy Module #2 - NAT, ZBFW and Security 6 - Event Policy Management Services 7 - DNS and DHCP Services 8 - Operations and Troubleshooting 9 - CloudBlades 10 - Integrating Prisma SD-WAN and Prisma Access for SASE Implementation 11 - DevOps 12 - Next Steps Additional course details: Nexus Humans Palo Alto Networks :Prisma SD-WAN : Design and Operation EDU-238 (6.0) 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 Palo Alto Networks :Prisma SD-WAN : Design and Operation EDU-238 (6.0) 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.
PARTICIPANTS WILL ENGAGE IN A TRAINING SESSION TO IMPROVE AND REFINE THEIR RÉSUMÉS. OPPORTUNITIES TO ENGAGE IN ONE-ON-ONE RÉSUMÉ BUILDING & REVIEW SESSIONS CAN BE OFFERED AS WELL. It’s time to move on—or maybe you’ve been “in transition” for too long. Either way, you need some input so that you know what others see when they look at your résumé, and what they hear when they interview you. Participants will engage in a training session to improve and refine their résumés. Opportunities to engage in one-on-one Résumé Building & Review sessions can be offered as well. Part I Data Collection and Organization – assessing work/activities and IMPACT (results) Success Story Format (Situation, Action, Results) Writing With Impact – how to tie actions to results Choosing The Right Words – transferable skills and powerful words Sales 101 – How will these skills benefit the hiring person’s organization? Part II UB4I Writing (“YOU”/ “YOUR,” not “I,” “me,” “my”) Reference list Principles of networking Cover Letter and Résumé Formats – margins, font, type size, small caps, etc. Role Play – Mock Interviews Participants will be able to: Create a complete and correct résumé, a marketing device to attract attention, generate interest, describe accomplishments, and invite contact. Discover, correct, and improve self-marketing messages, leading to a systematic assessment of specific work-related skills. Examine transferable skills and increase personal alignment with prospective organizational mission and goals. Online Format—Résumé Writing, Networking, & Interviewing Workshop 4-hour interactive virtual class. Register for this class and you will be sent ONLINE login instructions prior to the class date. After a two-day seminar, our attendees remained in their seats wanting more from Dr Atkins. His direct, yet challenging approach to presenting topics seemed to mesmerize the participants. Many very lively discussions were part of our workshop’s context. Personally, I am very interested in re-booking this type of experience every year for new leaders to undergo! Michael J. Whitlock, Director of Fay Corey Union & ConferencesSUNY Cortland
Overview Cyber Security plays an important role in every business as it encompasses everything that relates to protecting sensitive data, personal information, intellectual property, data, and governmental and industry information systems from theft and damage attempted by criminals and adversaries. This course is designed to understand and gain practical skills to plan, deliver and monitor IT/cyber security to internal and external clients understanding a complete, knowledge in the areas of IT policies, Security-Operational-Run-Book, security/penetration testing, ethical hacking and black hat hacking including understanding the basics of Kali Operating System and its tools and techniques. It will also cover WiFi security, Website security, human factors, cyber forensics, and cyber security team management, including all other areas in relation to Cyber Security.
Duration 5 Days 30 CPD hours This one of kind Cisco UC in-depth course takes student from initial endpoint configuration to a full solution deployment using all of the Cisco UC Components. Students will have extensive labs in which they will Administer and troubleshoot a Cisco 12.5 UC Deployment.Participants will gain in-depth practical knowledge with exercises on administering and troubleshooting of all Cisco UC Components. Tools for Managing UC Collaboration 12.5 Prime Collaboration Deployment Manager Overview 12.5 Bulk Admin Tool (BAT) Importing and Exporting Settings Importing and Exporting Users Importing and Exporting Phones Phone Migrations Unsupported IP Phone Models CUCM Upgrades Loading COP Files Unified Communication Manager 12.5 Cisco Smart Licensing Cisco Unified Communication Manager Overview Cisco UCM Configuration Redundancy Services Service Parameters Enterprises Parameters User Configuration LDAP Integration Synchronization Authentication Attribute Mapping Filters Endpoint Configuration Creating and Modifying Phone and Configuration Call Routing Implementing Calling Privileges Partitions and CSSs Configuration Implementing Extension Mobility Media Resources Cisco Meeting Server Troubleshooting UCM Features CAR (CDR Accounting and Reporting) Tool Reports Dialed Number Analyzer RTMT Log Collection Use RTMT to View Performance Counters Troubleshooting Common Endpoint Registration Issues Disaster Recovery System Remote Site Redundancy Gateway Gateway Overview Cisco H323 Gateways Cisco MGCP Gateways Cisco IOS SIP Gateways Troubleshooting IOS Gateways Cisco Emergency Responder (CER) 12.5 CER Overview Emergency Notifications CER Redundancy and Clustering Integration with CUCM Cisco Emergency Responder Administration Interfaces Configuring Users and Role-Based System Access Configuring Cisco Emergency Responder Notification by IP Subnet SNMP Overview Adding new switches Notification by Switch Port Cisco Unified Communications Mobile and Remote Access (MRA) MRA Overview Expressway Edge MRA Licensing MRA Components Certificates Integrating Cisco Unified IM and Presence 12.5 IM&P and Jabber Overview Configure Service Discovery DNS Record Requirements Install Cisco Jabber Cisco Jabber in Softphone Mode Set Up Cisco Jabber in Full UC Mode Integrating CUCM and IM&P Configuring CUCM Services for Jabber Troubleshooting Jabber Integrating Cisco Unity Connection 12.5 Cisco Unity Connection Overview Cisco Unity Connection Integration Using SIP Cisco Unity Connection Call Handlers Configuring Search spaces and Partitions Cisco Unity Connection Administration Cisco Unity Connection Integration Troubleshooting Tools RTMT Using Port Monitor to Troubleshoot Voice Mails Cisco Unity Audiotext Application Unified Messaging Cisco Meeting Server (CMS) Introduction to Cisco Meeting Server Configuring CMS Configuring Meetings with CMS Configuring Spaces with CMS Scheduling Meeting with TMS Cisco UCCX Cisco Unified Contact Center Express Overview Cisco Unified Contact Center Express Administration Agents Skills Queues Basic Scripting (Overview) Finesse Reporting CUIC Cisco Paging Server (InformaCast) InformaCast Overview InformaCast Administration IP Phone Paging Analog Paging Multicast Requirements Using InformaCast Troubleshooting Using Troubleshooting Methodology Analyze the Troubleshooting Process Troubleshooting Methodology in Complex Environments Define the Problem Gather Facts Consider Possibilities Create an Action Plan Implement an Action Plan Observe Results Restart the Problem-Solving Process Document Facts Using Troubleshooting and Monitoring Tools Cisco Unified Serviceability Cisco Unified RTMT Performance Monitor and Data Logging Trace File Collection Troubleshooting Common Gateway and Endpoint Registration Issues IP Phone Initialization Common DHCP-Related and TFTP-Related Issues Using Ping to Cisco IP Phones Cisco Unified IP Phone Status Messages Cisco Unified IP Phone Network Configuration Additional course details: Nexus Humans Administering Cisco Unified Communications (Call Manager) (ACUCC v12.5) 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 Administering Cisco Unified Communications (Call Manager) (ACUCC v12.5) 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 3 Days 18 CPD hours This course is intended for Developers Administrators Overview Understand why Blockchain is needed and where Explore the major components of Blockchain Learn about Hyperledger Fabric v1.1 and the structure of the Hyperledger Architecture Lean the features of the Fabric model including chaincode, SDKs, Ledger, Security and Membership Services Perform comprehensive labs on writing chaincode Explore the architecture of Hyperledger Fabric v1.1 Understand and perform in depth labs on Bootstrapping the Network Gain a detailed understanding of the benefits, components and architecture of Hyperledger Composer Learn Hyperledger Explorer and Hyperledger Composer Playground Perform comprehensive labs to integrate/develop an application with Hyperledger Fabric running a smart contract Build applications on Hyperledger Fabric v1.1 This instructor-led Hyperledger training course is designed for developers and administrators who want to take a comprehensive deep dive on Hyperledger Fabric and Hyperledger Composer. This Hyperledger training course has several comprehensive labs, giving you real world experience.In 3 days, you will learn the need for blockchain applications, where blockchain is used, and about Hyperledger Fabric, the open source framework for developing blockchain applications and solutions with a modular architecture. Introduction to Blockchain Introduction to Blockchain What is Blockchain Types of network Public network Permissioned network Private network Need for Blockchain Components of Blockchain Consensus Provenance Immutability Finality Where can Blockchain be used Example on Blockchain How Blockchain Works How Blockchain Works Structure of Blockchain Block Hash Blockchain Distributed Lifecycle of Blockchain Smart Contract Consensus Algorithm Proof of Work Proof of Stake Practical Byzantine Fault Tolerance Actors of Blockchain Blockchain developer Blockchain operator Blockchain regulator Blockchain user Membership service provider Building A Small Blockchain Application Introduction to Hyperledger Fabric v1.1 Introduction to Hyperledger What is Hyperledger Why Hyperledger Where can Hyperledger be used Hyperledger Architecture Membership Blockchain Transaction Chaincode Hyperledger Fabric Features of Hyperledger Fabric Installation of prerequisite Getting Started With Fabric Model The Fabric Model Features of Fabric Model Chaincode SDKs Ledger Privacy through channels Security and Membership services Assets Consensus Components of Fabric Model Peer Orderer Certificate Authority Building your network Chaincode Chaincode Chaincode API How to write a Chaincode Lab Work Architecture of Hyperledger Fabric v1.1 Architecture of Hyperledger Fabric Transaction Ledger Nodes Peer Endorser Ordering Nodes Channels Certificate Authority Transaction Flow Lab Work Bootstrapping Bootstrapping the Network Introduction Lab Work Task 1 - Generate the crypto material for the various participants. Task 2 - Generate the genesis block for the Orderer node and start ordering service (solo node). Task 3 - Generated the configuration transaction block to create a new channel. Task 4 - Sign the configuration block and create the new channel. Task 5 - Make peers of all the organizations join the channel that we created in Task 4 Introdcution to Hyperledger Explorer Introduction To Hyperledger Explorer Block Details Peer List Chaincode List Transaction Details Installation of Hyperledger Explorer Starting the Explorer App Introduction to Hyperledger Composer Introduction Components of Hyperledger Composer Benefits of Hyperledger Composer Key Concepts Hyperledger Composer Solution Installation Hyperledger Composer Playground Hyperledger Composer Playground Introduction Playground Overview Lab Work Additional course details: Nexus Humans Hyperledger Training - Developing on Hyperledger Fabric 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 Hyperledger Training - Developing on Hyperledger Fabric 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 IT professionals who have attended Red Hat System Administration I and want the skills to be full-time enterprise Linux administrators and/or earn RHCSA certifications This course focuses on the key tasks needed to become a full time Linux administrator and goes deeper into enterprise Linux administration including file systems and partitioning, logical volumes, SELinux, firewalling, and troubleshooting. Automate installation with Kickstart Automate the installation of Red Hat Enterprise Linux systems with Kickstart Use regular expressions with grep Write regular expressions that, when partnered with grep, will allow you to quickly isolate or locate content within text files. Create and Edit text files with vim Introduce the vim text editor, with which you can open, edit, and save text files. Schedule future Linux tasks Schedule tasks to automatically execute in the future. Manage priority of Linux processes Influence the relative priorities at which Linux processes run. Control access to files with access control lists (ACL) Manage file security using POSIX access control lists. Manage SELinux security Manage the Security Enhanced Linux (SELinux) behavior of a system to keep it secure in case of a network service compromise. Connect to network-defined users and groups Configure systems to use central identity management services. Add disks, partitions, and file systems to a Linux system Manage simple partitions and file systems. Manage logical volume management (LVM) storage Manage logical volumes from the command line. Access networked attached storage with network file system (NFS) Access (secure) NFS shares. Access networked storage with SMB Use autofs and the command line to mount and unmount SMB file systems. Control and troubleshoot the Red Hat Enterprise Linux boot process Limit network communication with firewall, Configure a basic firewall. Comprehensive review Practice and demonstrate knowledge and skills learned in this course.
This 2-day workshop is offered with an internal and external focus. Day 1 will focus on building your internal network and relationships by focusing on your personal network, your brand, influencing skills and perceptions. Day 2 focuses on your external relationships with suppliers, patient groups etc. This will focus on assertiveness, outcome rather than relationship focus, and influencing and negotiating skills. DAY ONE 1 Can you succeed by yourself? 2 Relationship awareness theory 3 The Strengths Deployment Inventory / Your FACET5 profile 4 Building rapport 5 Influencing power bases 6 Active listening 7 Building your personal internal network 8 Perceptions 9 Your brand DAY TWO 3 Preparing for conflict 2 The negotiation conversation 1 Your stakeholders and what they want from you 4 Influencing others 5 Your communication approaches for success 6 Emotional Intelligence 7 The trust model 8 Knowing your outcomes
Duration 5 Days 30 CPD hours This course is intended for Practiced Linux system administrators who currently manage Linux servers at the enterprise level - Skilled Linux system administrators who who want or are required to demonstrate competencies by earning the RHCSA This course is designed for experienced Linux System Administrators who want to harden their technical skill sets and become accredited with the RHCSA certification. Accessing the command line Log in to a Linux system and run simple commands using the shell. Managing Files from the command line Work with files from the bash shell prompt. Managing local Linux users and groups Manage Linux users and groups and administer local password policies. Controlling access to files with Linux file system permissions Set access permissions on files and interpret the security effects of different permission settings. Managing SELinux security Use SELinux to manage access to files and interpret and troubleshoot SELinux security effects. Monitoring and managing Linux processes Monitor and control processes running on the system. Installing and updating software packages Download, install, update, and manage software packages from Red Hat and yum package repositories. Controlling services and daemons Control and monitor network services and system daemons using systemd. Managing Red Hat Enterprise Linux networking Configure basic IPv4 networking on Red Hat Enterprise Linux systems. Analyzing and storing logs Locate and interpret relevant system log files for troubleshooting purposes. Managing storage and file systems Create and use disk partitions, logical volumes, file systems, and swap spaces. Scheduling system tasks Schedule recurring system tasks using cron and systemd timer units. Mounting network file systems Mount network file system (NFS) exports and server message block (SMB) shares from network file servers. Limiting network communication with firewalld Configure a basic local firewall. Additional course details: Nexus Humans Enterprise Linux System Admin Fast Track with Exam Prep 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 Enterprise Linux System Admin Fast Track with Exam Prep 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 This course is designed for post-sales audiences and is aimed at channel partners, customer network engineers and administrators whose interest is focused around designing a scalable infrastructure with the FlexPod. Overview Upon completing this course, you will be able to meet these overall objectives: Describe the FlexPod data center solutions and architecture Identify FlexPod workload sizing and technical specifications Describe the FlexPod deployment and management strategies The goal of this course is to evaluate the FlexPod solution design process in regards to the contemporary data center challenges. The course provides a comprehensive understanding of the reconnaissance and analytics to assess computing solution performance characteristics and requirements. In addition this course will describe the hardware components of the FlexPod and the process for selecting proper hardware for a given set of requirements. FlexPod Data Center Solutions and Architecture Describe data center elements Identify data center business challenges Identify data center environmental challenges Identify data center technical challenges Describe the data center consolidation trend Describe the FlexPod solution Identify the benefits of FlexPod Describe FlexPod platforms Describe FlexPod validated and supported designs Identify the supported Cisco UCS components Identify the supported Cisco Nexus switch components Identify the supported NetApp storage components FlexPod Workload Sizing and Technical Specifications Describe FlexPod performance characteristics Describe server virtualization performance characteristics Describe desktop virtualization performance characteristics Describe reconnaissance and analysis tools Describe the process for deploying analysis tools Configure the Microsoft MAP Toolkit Identify FlexPod Design components Describe FlexPod Sizing considerations Employ Cisco UCS Application Sizer Employ Cisco UCS VXI Resource Comparison tool Describe NetApp Solution Builder Sizing tool FlexPod Deployment and Management Strategies Describe key FlexPod LAN features Describe key FlexPod SAN features Identify FlexPod server provisioning features List FlexPod high availability features Describe supported FlexPod SAN features Describe FlexPod virtual storage tiering features Identify Cisco FlexPod validated designs Identify FlexPod data center with VMware vSphere 5.1 Identify FlexPod data center with VMware vSphere 5.1 with Cisco Nexus 7000 Identify FlexPod data center with Microsoft Private Cloud Enterprise Design Guide Identify FlexPod Select with Cloudera's Distribution including Apache Hadoop (CDH) Identify FlexPod Cisco Nexus 7000 and NetApp MetroCluster for multisite deployment Identify data center operations and management challenges Describe FlexPod validated management solutions Describe Cisco UCS Director turnkey solutions Identify Cisco UCS Director management types Describe Cisco UCS Director automation Describe self-service provisioning and reporting Identify the customer challenges and goals Describe the workload analysis Describe the component selection process Review the selected component Analyze the solution Additional course details: Nexus Humans Cisco Designing the FlexPod Solution (FPDESIGN) 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 Cisco Designing the FlexPod Solution (FPDESIGN) 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.