Duration 1 Days 6 CPD hours This course is intended for This course is intended for: Data platform engineers Solutions architects IT professionals Overview In this course, you will learn to: Apply data lake methodologies in planning and designing a data lake Articulate the components and services required for building an AWS data lake Secure a data lake with appropriate permission Ingest, store, and transform data in a data lake Query, analyze, and visualize data within a data lake In this course, you will learn how to build an operational data lake that supports analysis of both structured and unstructured data. You will learn the components and functionality of the services involved in creating a data lake. You will use AWS Lake Formation to build a data lake, AWS Glue to build a data catalog, and Amazon Athena to analyze data. The course lectures and labs further your learning with the exploration of several common data lake architectures. Module 1: Introduction to data lakes Describe the value of data lakes Compare data lakes and data warehouses Describe the components of a data lake Recognize common architectures built on data lakes Module 2: Data ingestion, cataloging, and preparation Describe the relationship between data lake storage and data ingestion Describe AWS Glue crawlers and how they are used to create a data catalog Identify data formatting, partitioning, and compression for efficient storage and query Lab 1: Set up a simple data lake Module 3: Data processing and analytics Recognize how data processing applies to a data lake Use AWS Glue to process data within a data lake Describe how to use Amazon Athena to analyze data in a data lake Module 4: Building a data lake with AWS Lake Formation Describe the features and benefits of AWS Lake Formation Use AWS Lake Formation to create a data lake Understand the AWS Lake Formation security model Lab 2: Build a data lake using AWS Lake Formation Module 5: Additional Lake Formation configurations Automate AWS Lake Formation using blueprints and workflows Apply security and access controls to AWS Lake Formation Match records with AWS Lake Formation FindMatches Visualize data with Amazon QuickSight Lab 3: Automate data lake creation using AWS Lake Formation blueprints Lab 4: Data visualization using Amazon QuickSight Module 6: Architecture and course review Post course knowledge check Architecture review Course review Additional course details: Nexus Humans Building Data Lakes on AWS 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 Building Data Lakes on AWS 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 Experienced system administrators and system engineers Overview By the end of the course, you should be able to meet the following objectives: List the use cases for VMware Aria Suite Lifecycle Deploy and configure VMware Aria Suite Lifecycle Manage certificates in VMware Aria Suite Lifecycle environments Create, manage, and scale VMware Aria Suite Lifecycle environments Add VMware Aria Suite products to VMware Aria Suite Lifecycle Manage VMware Aria Suite products with VMware Aria Suite Lifecycle Use VMware Aria Suite Lifecycle to perform content life cycle management Migrate a legacy VMware Aria Suite Lifecycle instance Explain the VMware Aria Suite Lifecycle component settings Troubleshoot day-to-day operations of VMware Aria Suite Lifecycle This two-day, hands-on training course focuses on installing, configuring, and managing VMware Aria Suite Lifecycle?, which manages products such as VMware Aria Operations?, VMware Aria Operations? for Logs, and VMware Aria Automation?. This course prepares you to perform Day 0 to Day 2 operations for your environment using VMware Aria Suite Lifecycle. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Aria Suite Lifecycle Describe the use cases for VMware Aria Suite Lifecycle List the features of VMware Aria Suite Lifecycle List system requirements for VMware Aria Suite Lifecycle Use Easy Installer to deploy VMware Aria Suite Lifecycle VMware Aria Suite Lifecycle Configuration Create Certificate Signing Requests (CSRs) for VMware Aria Suite product instances Configure VMware Aria Suite Lifecycle settings Add certificates to VMware Aria Suite product instances Add VMware Aria Suite Lifecycle environments Add VMware Aria Suite product binaries Adding VMware Aria Suite Products Deploy a new VMware Aria Suite product Manage a VMware Aria Suite product using VMware Aria Suite Lifecycle Add an existing VMware Aria Suite product to an environment VMware Aria Suite Lifecycle Day 2 Operations Perform ongoing management tasks Monitor the health of the environment Use content from the marketplace Use VMware Aria Suite Lifecycle to perform content life cycle management VMware Aria Suite Lifecyle Migration Prepare a legacy VMware Aria Suite Lifecycle instance for migration Migrate VMware Aria Suite Lifecycle using Easy Installer Troubleshooting VMware Aria Suite Lifecycle Identify the VMware Aria Suite Lifecycle component settings Describe the procedure to generate and download the log bundle Use Linux commands to assist with troubleshooting VMware Aria Suite Lifecycle Recognize entries in commonly accessed VMware Aria Suite Lifecycle log files Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Aria Suite Lifecycle: Install, Configure, Manage [V8.10] 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 Aria Suite Lifecycle: Install, Configure, Manage [V8.10] 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 Experienced system administrators, system engineers, and system integrators Overview By the end of the course, you should be able to meet the following objectives: Configure and manage a VMware Tools Repository Configure vSphere Replication and recover replicated VMs Manage VM resource usage with resource pools Configure and manage vSphere networking and storage for a large and sophisticated enterprise Configure vCenter High Availability Use host profiles to manage VMware ESXi host compliance Use the vSphere Client to manage certificates Monitor the vCenter, ESXi, and VMs performance in the vSphere client Secure vCenter, ESXi, and VMs in your vSphere environment Use VMware vSphere Trust Authority to secure the infrastructure for encrypted VMs Use Identity Federation to configure the vCenter to use external identity sources This five-day course teaches you advanced skills for configuring and maintaining a highly available and scalable virtual infrastructure. Through a mix of lecture and hands-on labs, you configure and optimize the VMware vSphere 8 features that build a foundation for a truly scalable infrastructure. You also discuss when and where these features have the greatest effect. Attend this course to deepen your understanding of vSphere and learn how its advanced features and controls can benefit your organization. Course Introduction Introductions and course logistics Course objectives Virtual Machine Operations Recognize the role of a VMware Tools Repository Configure a VMware Tools Repository Recognize the backup and restore solution for VMs Identify the components in the vSphere Replication architecture Deploy and configure vSphere Replication Recover replicated VMs vSphere Cluster Operations Create and manage resource pools in a cluster Describe how scalable shares work Describe the function of the vCLS Recognize operations that might disrupt the healthy functioning of vCLS VMs Network Operations Configure and manage vSphere distributed switches Describe how VMware vSphere Network I/O Control enhances performance Explain distributed switch features such as port mirroring and NetFlow Define vSphere Distributed Services Engine Describe the use cases and benefits of vSphere Distributed Services Engine Storage Operations Discuss vSphere support for NVMe and iSER technologies Describe the architecture and requirements of vSAN configuration Describe storage policy-based management Recognize components in the vSphere Virtual Volumes architecture Configure Storage I/O Control vCenter and ESXi Operations Create a vCenter backup schedule Recognize the importance of vCenter High Availability Explain how vCenter High Availability works Use host profiles to manage ESXi configuration compliance Use the vSphere client to manage vSphere certificates vSphere Monitoring Monitor the key factors that can affect a virtual machine's performance Describe the factors that influence vCenter performance Use vCenter tools to monitor resource use Create custom alarms in vCenter Describe the benefits and capabilities of VMware Skyline Recognize uses for Skyline Advisor Pro vSphere Security and Access Control Recognize strategies for securing vSphere components, such as vCenter, ESXi hosts, and virtual machines Describe vSphere support for security standards and protocols Describe identity federation and recognize its use cases Configure identity federation to allow vCenter to use an external identity provider vSphere Trusted Environments and VM Encryption Configure ESXi Host Access and Authentication Describe virtual machine security features Describe the components of a VM encryption architecture Create, manage, and migrate encrypted VMs List VM encryption events and alarms Describe the benefits and use cases of vSphere Trust Authority Configure vSphere Trust Authority
Duration 3 Days 18 CPD hours This course is intended for This course is ideal for the following professionals: Data Network Engineers and Administrators Data Center Technical Managers Overview After completing the course, you should be able to: Describe the components and functionality of DCNM. Describe the software define network protocols of VXLAN, eVPN and BGP. Deploy a DCNM environment in high-availability environment. Operate the DCNM discovery process to acquire management of all devices. List high lever navigation features of DCNM and utilize the DCNM GUI (Graphical User Interface) to optimize data center topologies. Manage and monitor data center LAN fabric from DCNM. Program RESTful APIs native to DCNM to perform any network management task. Troubleshoot and monitor the network using DCNM troubleshooting tools. Describe the benefits of DCNM Network Insights. The course, Managing LAN Infrastructure with Cisco Data Center Network Manager (DCNML) v1.0 enhances your knowledge of managing LAN Infrastructure with Cisco Data Center Network Manager (DCNM) implementing a spine-and-leaf network fabric using DCNM with Virtual Extensible LAN (VXLAN), Ethernet VPN (EVPN), and Border Gateway Protocol (BGP). You will learn how the integration of spine-and-leaf network fabric with Cisco Data Center Network Manager increases overall data center infrastructure uptime and reliability, thereby improving business continuity. It provides a robust framework and comprehensive feature set that meets the routing, switching, and storage administration needs of data centers. Cisco DCNM streamlines the provisioning for the unified fabric and monitors the SAN (Storage area network) and LAN (Local area network) components. Introducing Cisco DCNM LAN Cisco DCNM Introduction Cisco DCNM LAN Solution Overview Deploying VXLAN EVPN with Cisco DCNM LAN VXLAN Overlays and Underlays Easy Fabric VXLAN EVPN Underlay Model Deploying Cisco DCNM Cisco DCNM High Availability Cisco DCNM Installation Requirements Discovering Existing Network Devices with Cisco DCNM Configure Switches for Discovery Exploring the Data Center with Cisco DCNM Topology Access Topology View in the GUI Navigate the Map Views and Layouts Managing and Monitoring the Data Center with Cisco DCNM LAN Manage the Configuration Archive Deploy Changes to the Fabric Automating Cisco DCNM Programmatically Explore APIs for the Network REST API Tool Troubleshooting and Monitoring Cisco DCNM Troubleshoot and Monitor Cisco DCNM Describing Network Insights Network Insights Advisor Additional course details: Nexus Humans Cisco Managing LAN Infrastructure with Cisco Data Center Network Manager v1.1 (DCNML) 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 Managing LAN Infrastructure with Cisco Data Center Network Manager v1.1 (DCNML) 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 The primary audience for this course is as follows: Systems Administrators and Engineers Technical Solutions Architects Systems Integrators Channel Partners Value-Added Resellers Overview Upon completing this course, the learner will be able to meet these overall objectives: Understand the B-Series and C-Series product line similarities and differences Describe the Intersight support for C-Series standalone and UCS managed architectures Describe Cisco Intersight and how it can be used to manage UCS and Hyperflex Understand the process for upgrading B-Series and C-Series Firmware with UCSM and Intersight Administering service profiles, pools, and policies with UCSM and Intersight Understanding RBAC with Active Directory integration Administering backup and restores in UCS Manager Learn and discuss the various management tools for Cisco UCS including Intersight Perform basic troubleshooting of B-Series and C-Series in normal operations with UCSM and Intersight Describe how to get started with Intersight programmability DCUCAI, Administering Cisco Data Center Unified Computing System with Intersight is a 3-day instructor-led course. In this Cisco UCS server training course, you will become experienced with the administration and troubleshooting of Cisco Unified Computing System (UCS) B-Series and C-Series servers including using Cisco Intersight for UCS management. This custom-built Cisco UCS training class was developed by NterOne using the best lessons from all available Cisco server courses to maximize the learning experience for individuals who want to focus on day-to-day administration using Cisco UCS Manager or Intersight as the primary interface. Using real-world scenarios and examples, this Cisco training course will explore all the components of the UCS B-Series and C-Series solutions from a day-to-day administrative point of view. Learn C-Series standalone, C-Series under UCS Manager, B-Series administration, troubleshooting, and management tools used to support basic UCS and multi-cluster support with UCS Central, as well as using Cisco Intersight for UCS and Hyperflex operations and management. Module 1: UCS Infrastructure Components with Intersight Cisco UCS Product Line, Use Cases, and Components Introducing Cisco Intersight Describing Cisco UCS C-Series Servers Module 2: Administering Cisco UCS with Intersight Managing Virtual Resources Configuring Compute Node LAN Connectivity Configuring Compute Node SAN Connectivity Creating Identity and Resource Pools Creating Service Profiles Creating Service Profile Templates and Cloning Service Profiles Managing Service Profiles Troubleshooting Cisco UCS B-Series Configuration Troubleshooting Cisco UCS B-Series Operation Backing Up & Restoring the Cisco UCS Manager Database Managing and Upgrading Cisco UCS B-Series Firmware Module 3: Administering UCS Management Tools with Intersight Describing Cisco UCS User Interfaces Exploring Intersight User Interfaces Describing Cisco UCS Management Framework & Features Describing Cisco UCS Hyperflex Getting Started with Intersight Programmability Lab Outline: Labs are designed to assure learners a whole practical experience, through the following practical activities: Connecting to the Lab Environment Explore the Cisco UCS GUI and CLI Environment Explore the Cisco Intersight Dashboard and claim devices Create Users, Groups, Roles and Organizations in Intersight Provision Identity and Resource Pools in UCSM Provision Mobile Service Profiles from Updating Templates Backup and Restore Cisco UCS Manager Database Objects Configure Logging in Cisco Intersight Create LAN and SAN Network Policies in Intersight Build a Server Profile and deploy to a UCS blade from Intersight Using Intersight to upgrade Firmware Install an OS from Intersight Using Rest API to Query UCSM Objects in Intersight
Duration 2 Days 12 CPD hours This course is intended for This course is recommended for administrators and engineers. Overview What you'll learn: Prepare the Azure environment for secure integration with Citrix DaaS. Deploy and manage Virtual Delivery Agent machines in Microsoft Azure using Machine Creation Services. Integrate Citrix Cloud and Citrix DaaS with Microsoft Azure Active Directory. Design Machine Catalogs and virtual machines on Microsoft Azure Resource Manager. Provide remote access with Citrix StoreFront and Citrix Gateway on Microsoft Azure. In this course you willLearn to deploy and manage your Citrix DaaS deployment on Microsoft Azure. Gain the skills to plan your machine catalog and virtual machine design based in Microsoft's public cloud and get hands-on practice deploying those machines using Machine Creation Services. You will also learn about additional Azure considerations including maintenance and power management which are critical in a cloud environment. For remote access, you will learn to configure Citrix StoreFront and Citrix Gateway on the Azure platform. This course focuses on Microsoft Azure as a Citrix Cloud resource location however concepts are relevant to both Citrix Cloud and fully managed Citrix DaaS sites. Module 1: Introduction to Citrix DaaS on Microsoft Azure Partnering for Success Module 2: Planning - Citrix DaaS Resource Location on Microsoft Azure Overview of Citrix DaaS Components Creating a Citrix DaaS Deployment Overview Module 3: Planning - Microsoft Azure Overview Azure Virtual Network Structure Azure Virtual Network Connectivity Azure Virtual Resources Azure Active Directory Identity and Access Management Azure Active Directory Options and Considerations Module 4: Planning - Deploying Citrix DaaS on Microsoft Azure Citrix DaaS Resource Locations in Azure Citrix DaaS Components in Azure Creating and Managing Workloads in an Azure Resource Location Module 5: Planning - Provide Access to End Users Providing Access to Resources in Citrix Cloud Citrix Gateway Deployment Options Deploying Citrix Gateway or ADC in Azure GSLB and StoreFront Optimal Gateway in Hybrid Environments Module 6: Rollout - Citrix DaaS Deployment on Microsoft Azure Citrix Workspace App Rollout Preparing Migration of End-Users to Workspace Platform Module 7: Managing - Citrix DaaS Workloads on Microsoft Azure Maintaining Citrix Gateway Backup and Monitoring in Azure Maintaining Master Images in Azure Monitoring VDAs in Manage Console and Azure Module 8: Optimize - Citrix DaaS on Microsoft Azure Managing Azure Costs Using Azure Pricing Calculator - Instructor Demo Student Exercise - Calculate a case Additional course details: Nexus Humans CWS-251 Implement Citrix DaaS on Microsoft Azure 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 CWS-251 Implement Citrix DaaS on Microsoft Azure 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 This class is intended for the following customer job roles: Cloud architects, administrators, and SysOps personnel Cloud developers and DevOps personnel Overview This course teaches participants the following skills: Plan and implement a well-architected logging and monitoring infrastructure Define Service Level Indicators (SLIs) and Service Level Objectives (SLOs) Create effective monitoring dashboards and alerts Monitor, troubleshoot, and improve Google Cloud infrastructure Analyze and export Google Cloud audit logs Find production code defects, identify bottlenecks, and improve performance Optimize monitoring costs This course teaches you techniques for monitoring, troubleshooting, and improving infrastructure and application performance in Google Cloud. Guided by the principles of Site Reliability Engineering (SRE), and using a combination of presentations, demos, hands-on labs, and real-world case studies, attendees gain experience with full-stack monitoring, real-time log management and analysis, debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage. Introduction to Google Cloud Monitoring Tools Understand the purpose and capabilities of Google Cloud operations-focused components: Logging, Monitoring, Error Reporting, and Service Monitoring Understand the purpose and capabilities of Google Cloud application performance management focused components: Debugger, Trace, and Profiler Avoiding Customer Pain Construct a monitoring base on the four golden signals: latency, traffic, errors, and saturation Measure customer pain with SLIs Define critical performance measures Create and use SLOs and SLAs Achieve developer and operation harmony with error budgets Alerting Policies Develop alerting strategies Define alerting policies Add notification channels Identify types of alerts and common uses for each Construct and alert on resource groups Manage alerting policies programmatically Monitoring Critical Systems Choose best practice monitoring project architectures Differentiate Cloud IAM roles for monitoring Use the default dashboards appropriately Build custom dashboards to show resource consumption and application load Define uptime checks to track aliveness and latency Configuring Google Cloud Services for Observability Integrate logging and monitoring agents into Compute Engine VMs and images Enable and utilize Kubernetes Monitoring Extend and clarify Kubernetes monitoring with Prometheus Expose custom metrics through code, and with the help of OpenCensus Advanced Logging and Analysis Identify and choose among resource tagging approaches Define log sinks (inclusion filters) and exclusion filters Create metrics based on logs Define custom metrics Link application errors to Logging using Error Reporting Export logs to BigQuery Monitoring Network Security and Audit Logs Collect and analyze VPC Flow logs and Firewall Rules logs Enable and monitor Packet Mirroring Explain the capabilities of Network Intelligence Center Use Admin Activity audit logs to track changes to the configuration or metadata of resources Use Data Access audit logs to track accesses or changes to user-provided resource data Use System Event audit logs to track GCP administrative actions Managing Incidents Define incident management roles and communication channels Mitigate incident impact Troubleshoot root causes Resolve incidents Document incidents in a post-mortem process Investigating Application Performance Issues Debug production code to correct code defects Trace latency through layers of service interaction to eliminate performance bottlenecks Profile and identify resource-intensive functions in an application Optimizing the Costs of Monitoring Analyze resource utilization cust for monitoring related components within Google Cloud Implement best practices for controlling the cost of monitoring within Google Cloud
Duration 1 Days 6 CPD hours This course is intended for Learners who will find this course applicable to their work include: Solutions architects Cloud practitioners Data engineers Data scientists Developers Overview In this course, you will explore: Workload definition and key concepts The AWS Well-Architected Framework Review phases, process, best practices, and antipatterns High and medium risks Prioritizing improvements to the AWS Well-Architected workflow Locating and using the AWS Well-Architected Framework white paper, labs, prebuilt solutions in the AWS solutions library, AWS Well-Architected independent software vendors (ISVs), and AWS Well-Architected Partner Program (WAPP) This interactive course provides a deep dive into Amazon Web Services (AWS) best practices to help you perform effective and efficient AWS Well-Architected Framework Reviews. The course covers the phases of a review, including how to prepare, run, and get guidance after a review has been performed. Attendees should have familiarity with the AWS concepts, terminology, services, and tools that are covered in the intermediate, 200-levelAWS Well-Architected Best Practices.This course provides an AWS Well-Architected Framework Review simulation and instructor-led group exercises and discussions regarding prioritizing and solutioning risks. The content focuses on teaching learners how to prepare proposals on high and medium risk issues using the AWS Well-Architected Tool. Module 1: AWS Well-Architected Framework Reviews Workload definition Key concepts of a workload AWS Well-Architected Review phases AWS Well-Architected Review approach, lessons learned, and use case AWS Well-Architected Review best practices AWS Well-Architected Review anti-patterns Module 2: Customer Scenario Group Sessions Demonstration of a Review question and answer example Operational excellence Group role-play exercise Two questions in this pillar Security Group role-play exercise Three questions in this pillar Reliability Group role-play exercise Three questions in this pillar Performance efficiency Group role-play exercise Three questions in this pillar Cost optimization Group role-play exercise Three questions in this pillar Module 3: Risk Solutions and Priorities AWS Well-Architected workflow Defining and solutioning high risk issues (HRIs) and medium risk issues (MRIs) Identifying significant risks and solutioning group discussion for: Operational excellence Security Reliability Performance efficiency Cost optimization Prioritizing improvements Module 4: Resources Resource pages AWS Well-Architected ISVs Module 5: Course Summary Objective recap Debrief What?s next? Additional course details: Nexus Humans Advanced AWS Well-Architected Best Practices 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 Advanced AWS Well-Architected Best Practices 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 This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice
Duration 2 Days 12 CPD hours This course is intended for The primary audience for this course is as follows: Channel Partner System Engineers System Administrators Architects Security Professionals Overview Upon successful completion of this course, the student will gain the following knowledge:How to describe and position Cisco UmbrellaDiscuss Secure Internet Gateway and Ransomware ProtectionLearn about DNS & IP layer enforcement & Intelligent ProxyDescribe Command and control callback blockingDiscuss Threat IntelligenceCompare Umbrella PackagesUnderstand Roaming SecurityBasic understanding of Cisco Roaming ClientUnderstand how to use Cisco Umbrella Virtual ApplianceExplain the ease of Integrating Cisco Umbrella into Active DirectoryDiscuss Umbrella ReportingUnderstand Utilize Multi-Organization Tools Cisco Umbrella? is a cloud security platform that provides the first line of defense against threats on the Internet. Being able to understand and position how Cisco Umbrella? works and what are the features is the key focus of this 2-day Cisco© online IT class. Students who enter the course with a basic understanding of Cisco© products and IT solutions will be able to describe the Cisco Umbrella?, understand Secure Internet Gateway and Ransomware Protection, discuss Threat Intelligence, use Cisco© Roaming Client. Cisco Umbrella- Security Solution Discuss Security Internet Gateway Explain Ransomware Protection DNS & IP layer enforcement Intelligent Proxy Command & control callback blocking Threat Intelligence Umbrella Packages Implementing Cisco Umbrella Overview of Cisco Umbrella How do you Protect your network Review how to Point your DNS to Cisco Umbrella What are the custom policies? Discuss Intelligent Proxy Umbrella Policy Tester Policy Precedence Roaming Client Introduction to Umbrella Roaming Client Prerequisites Downloading and Installing Adding IP Layer Enforcement Status, States, and Functionality Virtual Appliances Internal Domains Umbrella Roaming Security AnyConnect: Cisco Umbrella Roaming Security Client Administrator Guide Cisco Umbrella Dashboard at a glance Cisco Certificate Import Virtual Appliance Setup Guide Discuss Deployment Guidelines How to Deploy the VAs Review via VMware Review via Hyper-V Understand Your VAs Local DNS Forwarding Overview of DNS Explain Sites and Internal Networks Sizing Active Directory Overview of Active Directory Discuss Up DNS Forwarding with your VAs Active Directory Environment Route DNS Traffic Communication Flow Multiple Active Directory and Umbrella Sites Reporting Overview Reporting Basics Understanding Security Categories Scheduled Reports: Overview Security Overview Report Activity Search Report Security Activity Report Destinations Report Identities Report Cloud Services Report Admin Audit Log Report Umbrella Multi-Org Overview Cisco Umbrella Multi-Org Overview Centralized Settings Centralized Reports: Service Status Centralized Reports: Cloud Services Additional course details: Nexus Humans Cisco Administering and Positioning Cisco Umbrella Operations (ADMUMB) 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 Administering and Positioning Cisco Umbrella Operations (ADMUMB) 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.