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Duration 3 Days 18 CPD hours This course is intended for Channel and Customer Engineers Network Engineer System Engineer Wireless Engineer Consulting Systems Engineer Technical Solutions Architect Network Admisnistrator Wireless Design Engineer Network Manager Channel SEs Sales Engineer Channel AMs Account Manager Overview Upon completing this course, students will be able to meet these objectives: Understand the overall architecture of the Cisco security solutions and how APIs help enable security Understand how to use Cisco Firepower APIs Understand how pxGrid APIs function and their benefits Understand what capabilities the Cisco Stealthwatch APIs offer and construct API requests to them for configuration changes and auditing purposes Understand the features and benefits of using Cisco Stealthwatch Cloud APIs Learn how to use the Cisco Umbrella Investigate API Understand the Functionality provided by Cisco AMP and its APIs Learn how to use Cisco Threat Grid APIs to analyze, search, and dispose of threats This course demonstrates the tools and the benefits of leveraging programmability and automation in Cisco Security Solutions, including Cisco Firepower Management Center, Cisco Firepower Threat Defense, Cisco ISE, Cisco pxGrid, Cisco Stealthwatch Enterprise, Cisco Stealthwatch Cloud, Cisco Umbrella, Cisco AMP, Cisco Threat grid, and Cisco Security Management Appliances. Students will learn how to use the API for each Cisco security solution and specific applications of when the API benefits IT security content. Introducing Cisco Security APIs Role of APIs in Cisco Security Solutions Cisco Firepower, Cisco ISE, Cisco pxGrid, and Cisco Stealthwatch APIs Use cases and security workflow Consuming Cisco Advanced Malware Protection APIs Cisco AMP overview Cisco AMP endpoint API Cisco AMP use cases and workflows Discovery 1: Query Cisco AMP endpoint APIs for verifying compliance Using Cisco ISE Introducing Cisco Identity services engine Cisco ISE use cases Cisco ISE APIs Using Cisco pxGrid APIs Cisco pxGrid overview WebSockets and STOMP messaging protocol Discovery 2: Use the REST API and Cisco pxGrid with Cisco Identity services engine Using Cisco Threat Grid APIs Cisco threat grid overview Cisco threat grid API Cisco threat grid use cases and workflows Discovery 3: Construct a Python script using the Cisco threat grid API Investigating Cisco Umbrella Security Data Programmatically Cisco Umbrella investigate API overview Cisco Umbrella investigate API: Details Discovery 4: Query security data with the Cisco Umbrella investigate API Exploring Cisco Umbrella Reporting and Enforcement APIs Cisco Umbrella reporting and enforcement APIs: Overview Cisco Umbrella reporting and enforcement APIs: Deep dive Discovery 5: Generate reports using the Cisco Umbrella reporting API Automating Security with Cisco Firepower APIs Review basic constructs of Firewall policy management Design policies for automation Cisco FMC APIs in depth Discovery 6: Explore the Cisco Firepower management center API Cisco FTD automation with ansible Discovery 7: Use ansible to automate Cisco Firepower threat defense configuration Cisco FDM API in depth Discovery 8: Automate Firewall policies using the Cisco Firepower device manager API Operationalizing Cisco Stealthwatch and Its API Capabilities Cisco Stealthwatch overview Cisco Stealthwatch APIs: Details Discovery 9: Automate alarm policies and create reports using the Cisco Stealthwatch APIs Using Cisco Stealthwatch Cloud APIs Cisco Stealthwatch Cloud overview Cisco Stealthwatch Cloud APIs: Deep dive Discovery 10: Construct a report using Cisco stealthwatch Cloud APIs Describing Cisco Security Management Appliance APIs Cisco SMA APIs overview Cisco SMA API Discovery 11: Construct reports using Cisco SMA APIs

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 5 Days 30 CPD hours This course is intended for Implementer Overview Enrolling in this course will help you better understand and leverage PeopleSoft Payroll for North America (USA) payroll requirements and processes. This knowledge will help you create, adjust and troubleshoot your organization's employee payroll. Learn Off-Cycle Payroll Events In addition to typical on-cycle payroll processing, Payroll for North America provides functionality for a variety of off-cycle payroll events and other payroll requirements. This course will illustrate how to reverse a paycheck, record a manual check, produce online checks and final checks and create a gross up check. In addition, you'll also learn the necessary steps to set up and process mid-period job changes and multiple jobs. Finally, you'll set up and processes benefit deductions and garnishments. This PeopleSoft Payroll - US Rel 9.2 training teaches you how to set up and maintain employee tax data, additional pay, general deductions and direct deposits. Expert Oracle University instructors will show you how to use this solution to calculate payroll, review calculation results, identify and correct errors, confirm payroll and more. Setting Up PeopleSoft HRMS Tables for Payroll Processing Identifying HRMS Tables That Impact Payroll Processing Describing Installation Table Setup for PeopleSoft Enterprise Payroll for North America Describing the Role of SetID, Location, and Department in Payroll Processing Describing Company Table Setup Desc Setting Up Payroll Tables Identifying Payroll Setup Tables Setting Up Source Bank Accounts Creating Special Accumulators Setting Up Earnings Codes Setting Up Earnings Programs Describing Shift Pay Setup Creating a Pay Group Creating a Rate Code Setting Up U.S. Payroll Tax Tables Identifying Tax Table Maintenance Responsibility Describing PeopleSoft-Maintained Tax Tables Setting Up Customer-Maintained Tax Tables Setting Up Employee Data Identifying Sources of Employee Data Setting Up an Employee Instance Entering and Viewing Employee Job Data Identifying Employee Pay Data Updating Employee Tax Data Assigning Additional Pay to Employees Assigning General Deductions to Employees Updating P Creating and Updating Paysheets Describing Paysheets in Payroll for North America Describing Balance ID Creation Creating Pay Calendars Setting Up Pay Run IDs Creating Paysheets Viewing and Updating Paysheets and Paylines Describing the Payroll Unsheet Process Calculating Payroll Describing Payroll Calculation Running Preliminary Payroll Calculation Running Final Payroll Calculation Confirming Payroll and Producing Checks and Reports Confirming a Payroll Viewing Confirmed Payroll Results Online Printing Checks and Advices Describing Check Reprinting Describing Direct Deposit Transmittals and Reports Describing Payroll and Tax Reports Identifying Methods of Reversing Payroll Confirmati Processing Off-Cycle Payrolls Identifying Off-Cycle Payroll Processing Reversing a Paycheck Describing Reversal/Adjustment Processing Recording a Manual Check Producing an Online Check Describing Retroactive Processing Setting Up and Processing Additional Payroll Functionality Setting Up a Holiday Schedule Setting Up Advanced Earnings Options Setting Up Multiple Jobs Processing Setting Up and Processing Mid-period Job Changes Processing Gross Ups Setting Up and Processing Benefit Deductions in Payroll Setting Up Deductions and Earnings for Benefits Calculations Updating a Benefit Program and Enrolling Employees Analyzing Benefits-Related Payroll Reports Setting Up and Processing Garnishments Identifying Garnishment Setup Steps Describing PeopleSoft-Maintained Garnishment Tables Setting Up Company-Level Tables for Garnishment Processing Assigning an Employee Garnishment Deduction Setting Up Employee Garnishment Specification Data Reviewing Emp Describing PeopleSoft Enterprise ePay Identifying HRMS Tables That Impact Payroll Processing Describing Installation Table Setup for PeopleSoft Enterprise Payroll for North America Describing the Role of SetID, Location, and Department in Payroll Processing Describing Company Table Setup Desc

This accredited qualification has been designed for delivery to all learners working or preparing to work in a customer service role or where using the telephone is a part of their role. This qualification covers the principles of customer service, including how to meet customer expectations, the importance of appropriate behaviour and communication techniques, as well as ways to deal with problem customers. How long will it take me to achieve this qualification? This qualification is classroom-based and usually achieved by taking a one-day course. However, it can also be achieved through a variety of other methods including blended and distance learning, as long as the recommended learning hours are completed. How is the qualification assessed? Through a 1-hour 30-question multiple-choice examination. Learners must achieve a score of at least 20 out of 30 in order to pass.

Duration 3 Days 18 CPD hours This course is intended for This class is ideal for business users - the people who need to learn what's possible with Salesforce functionality across the suite of products, but aren't necessarily responsible for managing the application. If you're a customer service manager, business executive, business operations manager, sales operations manager, or any other operations, management, or process analysis 'super user,' this class is just what you need to better understand the business value of the Salesforce Platform. Overview Describe the primary business value of each major Salesforce Cloud. Manage users and data. Manage basic org configuration. Create email templates. Create reports and dashboards. Apply and champion Chatter. Understand the Salesforce implementation and maintenance lifecycle. Extend Salesforce functionality beyond basic configuration. Explore what?s possible with Salesforce. In this 3-day class, our Salesforce experts will walk you through the Salesforce Platform, its specific applications, and their business values and benefits. Familiarize yourself with Salesforce Cloud, and learn about platform features and processes to more effectively support day-to-day Salesforce operations within your organization. Through interactive lectures, discussions, and hands-on exercises, you?ll recognize the core elements of the implementation lifecycle, the key considerations to drive user adoption, and the important components of ongoing management of your Salesforce environment. Introduction Understand How Salesforce Works Explore Salesforce Applications Review Salesforce Organization Data Access and Security Control Org Access Manage Who Views and Modifies Objects Unlock Access to Records Share Access to Records Lock Down Individual Fields User Management and Troubleshooting Create New Users Troubleshoot Login, Record Access, and Field Visibility Issues Salesforce Customizations Think About Your Implementation Explore Custom Fields, Picklists, Page Layouts, and Record Types Create Email Templates Business Processes Automation Review Validation Rules Review Assignment and Escalation Rules Review Web-to-Lead and Entitlements Review Lightning Process Builder and Workflow Review Approval Processes and Visual Workflow Reports Explore the Reports Tab, Folders, and Formats Explore the Report Builder Summarize Your Data Dashboards and Data Insights Get More Insight from Your Data Visualize Your Data with Dashboards Create Your Analytics Strategy Everyday Salesforce Collaborate with Chatter, Groups, and Communities Share Feedback with Chatter Answers and Ideas Go Mobile with Salesforce1 Make Salesforce Part of Your Day Data Management Create a Data Migration Strategy Ensure Data Quality Extending Salesforce Drive a Salesforce Implementation Customize Salesforce Using Custom Objects, Apps, and the Salesforce AppExchange Build It Yourself Wrap-up and Certification Review the Certification Process and Resources

Duration 5 Days 30 CPD hours This course is intended for This course is recommended for IT Professionals and Consultants. Overview Identify risks and areas for improvement in a Citrix Virtual Apps and Desktops environment by assessing relevant information in an existing deployment. Determine core Citrix Virtual Apps and Desktops design decisions and align them to business requirements to achieve a practical solution. Design a Citrix Virtual Apps and Desktops disaster recovery plan and understand different disaster recovery considerations. This advanced 5-day training course teaches the design principles for creating a Citrix Virtual Apps and Desktops virtualization solution. In this training, you will also learn how to assess existing environments, explore different scenarios, and make design decisions based on business requirements. This course covers the Citrix Consulting approach to design and covers the key design decisions through lectures, lab exercises, and interactive discussions. You will also learn about additional considerations and advanced configurations for multi-location solutions and disaster recovery planning. This training will help you prepare for the Citrix Certified Expert in Virtualization (CCE-V) exam. Module 1: Methodology & Assessment The Citrix Consulting Methodology Citrix Consulting Methodology Use Business Drivers Prioritize Business Drivers User Segmentation User Segmentation Process App Assessment Introduction App Assessment Analysis Why Perform a Capabilities Assessment? Common Capabilities Assessment Risks Module 2: User Layer Endpoint Considerations Peripherals Considerations Citrix Workspace App Version Considerations Citrix Workspace App Multiple Version Considerations Network Connectivity and the User Experience Bandwidth and Latency Considerations Graphics Mode Design Considerations HDX Transport Protocols Considerations Media Content Redirection Considerations Session Interruption Management Session Reliability Feature Considerations Session Interruption Management Auto-Client Reconnect Feature Considerations Session Interruption Management ICA Keep-Alive Feature Considerations Module 3: Access Layer Access Matrix Access Layer Access Layer Communications Double-Hop Access Layer Considerations Citrix Cloud Access Layer Considerations Use Cases for Multiple Stores Define Access Paths per User Group Define Number of URLs Configuration and Prerequisites for Access Paths Citrix Gateway Scalability Citrix Gateway High Availability StoreFront Server Scalability StoreFront Server High Availability Module 4: Resource Layer - Images Flexcast Models VDA Machine Scalability VDA Machine Sizing with NUMA VDA Machine Sizing VDA Machine Scalability Cloud Considerations Scalability Testing and Monitoring Secure VDA Machines Network Traffic Secure VDA Machines Prevent Breakouts Secure VDA Machines Implement Hardening Secure VDA Machines Anti-Virus Review of Image Methods Citrix Provisioning Overall Benefits and Considerations Citrix Provisioning Target Device Boot Methods Citrix Provisioning Read Cache and Sizing Citrix Provisioning Write Cache Type Citrix Provisioning vDisk Store Location Citrix Provisioning Network Design Citrix Provisioning Scalability Considerations Citrix Machine Creation Services Overall Benefits and Considerations Citrix Machine Creation Services Cloning Types Citrix Machine Creation Services Storage Locations & Sizing Citrix Machine Services Read and Write Cache App Layering Considerations Image Management Methods Module 5: Resource Layer - Applications and Personalization Application Delivery Option Determine the Optimal Deployment Method for an App General Application Concerns Profile Strategy Profile Types Review Citrix Profile Management Design Considerations Citrix Profile Management Scaling Citrix Profile Management Permissions Policies Review Optimize Logon Performance with Policies Printing Considerations Module 6: Control Layer Pod Architecture Introduction Pod Architecture Considerations Citrix Virtual Apps and Desktops Service Design Considerations Implement User Acceptance Testing Load Balancing the Machine Running the VDA Citrix Director Design Considerations Management Console Considerations Change Control Delivery Controller Scalability and High Availability Control Layer Security Configuration Logging Considerations Session Recording Module 7: Hardware/Compute Layer Hypervisor Host Hardware Considerations Separating Workloads Considerations Workload Considerations VMs Per Host and Hosts Per Pool Citrix Hypervisor Scalability VM Considerations in Azure and Amazon Web Services Storage Tier Considerations Storage I/O Considerations Storage Architecture Storage RAID & Disk Type Storage Sizing LUNs Storage Bandwidth Storage in Public Cloud Datacenter Networking Considerations Securing Hypervisor Administrative Access Secure the Physical Datacenter Secure the Virtual Datacenter Module 8: Module 8: High Availability and Multiple Location Environments Redundancy vs. Fault Tolerance vs. High Availability Multi-Location Architecture Considerations Multi-Site Architecture Considerations Global Server Load Balancing Optimal Gateway Routing Zone Preference and Failover StoreFront Resource Aggregation StoreFront Subscription Sync Hybrid Environment Options Citrix Provisioning Across Site Site Database Scalability and High Availability Citrix Provisioning Across Sites Considerations Citrix Machine Creation Across Sites App Layering Across Sites Managing Roaming Profiles and Citrix Workspace App Configurations Across Devices Profile Management Multi-Site Replication Considerations Folder Redirections and Other User Data in a Multi-Location Environment Application Data Considerations Cloud-Based Storage Replication Options Multi-Location Printing Considerations Zone Considerations Active Directory Considerations Module 9: Disaster Recovery Tiers of Disaster Recovery Disaster Recovery Considerations Business Continuity Planning and Testing Citrix Standard of Business Continuity

Duration 3 Days 18 CPD hours This course is designed for Architects, and System Administrators interested in gathering a deeper understanding on how Hyperledger Fabric Networks are Architected and operated throughout. You will learn about the integral base files in which Fabric are built upon. You will learn about how identity, and permissions are administered throughout Membership Only networks. Additionally, you will gather the experience necessary to enter into and manage nodes/peer needs (i.e. chaincode installation, securing communication, etc).

Duration 5 Days 30 CPD hours This course is intended for This course is intended for administrators in a Microsoft-centric environment who want to build reusable units of automation, automate business processes, and enable less-technical colleagues to accomplish administrative tasks. Overview Describe the correct patterns for building modularized tools in Windows PowerShell Build highly modularized functions that comply with native PowerShell patterns Build controller scripts that expose user interfaces and automate business processes Manage data in a variety of formats Write automated tests for tools Debug tools This course covers advanced Windows PowerShell topics, with an emphasis on building reusable tools. Students are introduced to workflow, engage in best practices, and learn a variety of script development and toolmaking techniques. Tool Design Tools do one thing Tools are flexible Tools look native Start with a Command Why start with a command? Discovery and experimentation Build a Basic Function and Module Start with a basic function Create a script module Check prerequisites Run the new command Adding CmdletBinding and Parameterizing About CmdletBinding and common parameters Accepting pipeline input Mandatory-ness Parameter validation Parmeter aliases Emitting Objects as Output Assembling information Constructing and emitting output Quick tests An Interlude: Changing Your Approach Examining a script Critiquing a script Revising the script Using Verbose, Warning, and Informational Output Knowing the six channels Adding verbose and warning output Doing more with verbose output Informational output Comment-Based Help Where to put your help Getting started Going further with comment-based help Broken help Handling Errors Understanding errors and exceptions Bad handling Two reasons for exception handling Handling exceptions in our tool Capturing the actual exception Handling exceptions for non-commands Going further with exception handling Deprecated exception handling Basic Debugging Two kinds of bugs The ultimate goal of debugging Developing assumptions Write-Debug Set-PSBreakpoint The PowerShell ISE Going Deeper with Parameters Parameter positions Validation Multiple parameter sets Value from remaining arguments Help messages Aliases More CmdletBinding Writing Full Help External help Using PlatyPs Supporting online help ?About? topics Making your help updatable Unit Testing Your Code Sketching out the test Making something to test Expanding the test Going further with Pester Extending Output Types Understanding types The Extensible Type System Extending an object Using Update-TypeData Analyzing Your Script Performing a basic analysis Analyzing the analysis Publishing Your Tools Begin with a manifest Publishing to PowerShell Gallery Publishing to private repositories Basic Controllers: Automation Scripts and Menus Building a menu Using UIChoice Writing a process controller Proxy Functions A proxy example Creating the proxy base Modifying the proxy Adding or removing parameters Working with XML Data Simple: CliXML Importing native XML ConvertTo-XML Creating native XML from scratch Working with JSON Data Converting to JSON Converting from JSON Working with SQL Server Data SQL Server terminology and facts Connecting to the server and database Writing a query Running a query Invoke-SqlCmd Thinking about tool design patterns Design tools that use SQL Server for data storage Final Exam Lab problem Break down the problem Do the design Test the commands Code the tool

Duration 5 Days 30 CPD hours This course is intended for Security administrators Security consultants Network administrators System engineers Technical support personnel Cisco integrators and partners Overview After taking this course, you should be able to: Describe key concepts of NGIPS and NGFW technology and the Cisco Firepower Threat Defense system, and identify deployment scenarios Perform initial Cisco Firepower Threat Defense device configuration and setup tasks Describe how to manage traffic and implement Quality of Service (QoS) using Cisco Firepower Threat Defense Describe how to implement NAT by using Cisco Firepower Threat Defense Perform an initial network discovery, using Cisco Firepower to identify hosts, applications, and services Describe the behavior, usage, and implementation procedure for access control policies Describe the concepts and procedures for implementing security intelligence features This course gives you knowledge and skills to use and configure Cisco© Firepower Threat Defense technology, beginning with initial device setup and configuration and including routing, high availability, Cisco Adaptive Security Appliance (ASA) to Cisco Firepower Threat Defense migration, traffic control, and Network Address Translation (NAT). You will learn how to implement advanced Next-Generation Firewall (NGFW) and Next-Generation Intrusion Prevention System (NGIPS) features, including network intelligence, file type detection, network-based malware detection, and deep packet inspection. You will also learn how to configure site-to-site VPN, remote-access VPN, and Secure Sockets Layer (SSL) decryption before moving on to detailed analysis, system administration, and troubleshooting. Cisco Firepower Threat Defense Overview Examining Firewall and IPS Technology Firepower Threat Defense Features and Components Examining Firepower Platforms Examining Firepower Threat Defense Licensing Cisco Firepower Implementation Use Cases Cisco Firepower NGFW Device Configuration Firepower Threat Defense Device Registration FXOS and Firepower Device Manager Initial Device Setup Managing NGFW Devices Examining Firepower Management Center Policies Examining Objects Examining System Configuration and Health Monitoring Device Management Examining Firepower High Availability Configuring High Availability Cisco ASA to Firepower Migration Migrating from Cisco ASA to Firepower Threat Defense Cisco Firepower NGFW Traffic Control Firepower Threat Defense Packet Processing Implementing QoS Bypassing Traffic Cisco Firepower NGFW Address Translation NAT Basics Implementing NAT NAT Rule Examples Implementing NAT Cisco Firepower Discovery Examining Network Discovery Configuring Network Discovery Implementing Access Control Policies Examining Access Control Policies Examining Access Control Policy Rules and Default Action Implementing Further Inspection Examining Connection Events Access Control Policy Advanced Settings Access Control Policy Considerations Implementing an Access Control Policy Security Intelligence Examining Security Intelligence Examining Security Intelligence Objects Security Intelligence Deployment and Logging Implementing Security Intelligence File Control and Advanced Malware Protection Examining Malware and File Policy Examining Advanced Malware Protection Next-Generation Intrusion Prevention Systems Examining Intrusion Prevention and Snort Rules Examining Variables and Variable Sets Examining Intrusion Policies Site-to-Site VPN Examining IPsec Site-to-Site VPN Configuration Site-to-Site VPN Troubleshooting Implementing Site-to-Site VPN Remote-Access VPN Examining Remote-Access VPN Examining Public-Key Cryptography and Certificates Examining Certificate Enrollment Remote-Access VPN Configuration Implementing Remote-Access VPN SSL Decryption Examining SSL Decryption Configuring SSL Policies SSL Decryption Best Practices and Monitoring Detailed Analysis Techniques Examining Event Analysis Examining Event Types Examining Contextual Data Examining Analysis Tools Threat Analysis System Administration Managing Updates Examining User Account Management Features Configuring User Accounts System Administration Cisco Firepower Troubleshooting Examining Common Misconfigurations Examining Troubleshooting Commands Firepower Troubleshooting

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