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Duration 5 Days 30 CPD hours This course is intended for Senior Linux system administrators responsible for maximizing resiliency though high-availability clustering services and using fault-tolerant shared storage technologies. Overview As a result of attending this course, students should be able to create, manage, and troubleshoot highly available network services and tightly coupled cluster storage for business-critical applications. Students should be able to demonstrate the following skills: Improve application uptime by using high-availability clustering Manage storage in a high-availability environment using iSCSI initiators, HA-LVM or CLVM as appropriate, and GFS2 cluster file systems Implement strategies to identify single points of failure in high-availability clusters, and eliminate them This course will guide you through an intensive, hands-on experience with the Pacemaker component of the Red Hat Enterprise Linux High-Availability Add-On, as well as cluster storage components from the Resilient Storage Add-On, including Cluster Logical Volume Manager (CLVM), Red Hat Global File System 2 (GFS2), and Device-Mapper Multipath.This course covers the same material as RH436, but includes the Red Hat Certified Specialist in High Availability Clustering exam (EX436). This course is based on Red Hat Enterprise Linux 7.1. Clusters and storage Get an overview of storage and cluster technologies. Create high-availability clusters Review and create the architecture of Pacemaker-based high-availability clusters. Nodes and quorum Review cluster node membership and how quorum is used to control clusters. Fencing Understand fencing and fencing configuration. Resource groups Create and configure simple resource groups to provide high-availability services to clients. Troubleshoot high-availability clusters Identify and troubleshoot cluster problems. Complex resource groups Control complex resource groups by using constraints. Two-node clusters Identify and work around two-node clusters issues. ISCSI initiators Manage iSCSI initiators for access to shared storage. Multipath Storage Configure redundant storage access. Logical volume manager (LVM) clusters Manage clustered LVM. Global File System 2 Create symmetric shared file systems. Eliminate single points of failure Eliminate single points of failure to increase service availability. Comprehensive review Set up high-availability services and storage.

Duration 5 Days 30 CPD hours This course is intended for This class is designed for experienced BizTalk Server Developers who have at least one year of hands-on experience developing BizTalk Server applications. Overview In this 5-day course, you will learn how to apply best practices and design patterns to build smarter BizTalk Server applications. Furthermore, this course provides extensive coverage of BizTalk Server's extensibility, including such topics as: custom functoids, custom pipeline components, and invoking external .NET methods. This course is designed specifically for experienced BizTalk Server developers and focuses on best practices & pattern-based design while pulling back the curtain on some of BizTalk Server's eccentricities. Review of BizTalk Server Fundamentals The BizTalk Server Architecture Inner Workings of the Messaging Engine Messaging Engine Deep Dive Two-way Messaging Without Orchestrations Designing and Testing Schemas Schema Design Enabling Unit Testing for BizTalk Projects Data Translation and Transformation Custom Data Transformation Creating Custom Pipeline Components Working with Message Interchanges Debatching Message Interchanges Advanced Concepts of WCF Adapters Connecting to External Systems Using WCF LOB Adapters in BizTalk Server Publishing and Consuming WCF and RESTful Services Overview of Service Integration Using WCF Implementing WCF Services Preprocessing Messages with IIS Modules Consuming Services Advanced Orchestration Communication Patterns Orchestration Engine Deep Dive Splitting and Aggregating Messages using Orchestrations Orchestration Communication Bridging the Synchronous/Asynchronous Gap Across Multiple Channels Correlating Messages in Orchestration Instances Building Convoy Orchestrations Handling Orchestration Faults and Exceptions Exception Handling in Orchestrations Implementing Transactions and Compensation Creating Transactional Processes Designing Custom Tracking Models for BizTalk Applications Introduction to Business Activity Monitoring Enabling Business Activity Monitoring Extending BAM Beyond BizTalk Building Declarative Logic Using the Business Rules Engine Concepts of Declarative Logic Fundamentals of BizTalk BRE Integrating Policies with BizTalk Advanced Concepts of the Business Rules Engine Advanced Business Rule Concepts Working with Advanced Facts Integrating Across Business Boundaries Using Parties, Roles, and EDI Port Binding Option Review Role-Based Integration What is EDI? Enabling EDI-Based Messaging

Duration 1 Days 6 CPD hours This course is intended for Account and project managers Business liaisons Deployment engineers Managers overseeing CCE deployments Technical sales Overview After taking this course, you should be able to: Provide a high-level overview of the Cisco Contact Center portfolio List the key components within the Packaged Contact Center Enterprise (PCCE) architecture and their functions Describe how calls flow through PCCE using appropriate terms and naming conventions Introduce the tools used in the configuration, scripting, reporting and support of a PCCE deployment Identify advanced features available within the PCCE solution The Understanding Cisco Contact Center Enterprise Foundations (CCEF) v1.0 course gives you an overview of the Cisco© Packaged Contact Center Enterprise (PCCE) and Unified Contact Center Enterprise solutions. You will learn about the Cisco Contact Center Enterprise (CCE) products and explore features and functionality of the solution including major system components. Introduction to CCE Cisco Contact Center Basics Cisco Contact Center Fundamentals Functionality of PCCE Components Public Switched Telephone Network (PSTN) and Voice Gateways Cisco Unified Border Element (CUBE) Terms and Naming Conventions Used in CCE CCE Access Environment CCE Routing Configuration Access Tools Available in CCE Single Pane of Glass (SPOG) Cisco Intelligent Contact Management (ICM) Configuration Manager Discovering CCE Features Beyond Default Agent Management Agent Efficiency

Duration 3 Days 18 CPD hours This course is intended for Security architects Design engineers Network engineers Cisco integrators and partners Overview After taking this course, you should be able to: Describe Cisco Identity-Based Networking Services (IBNS) for providing access control to corporate networks. Describe Extensible Authentication Protocol (EAP) authentication types and methods, and the role of Remote Authentication Dial-In User Service (RADIUS) in EAP communications. Describe how to configure Cisco Catalyst switches, Cisco Wireless LAN Controllers (WLCs), and Cisco ISE for 802.1X operation. Describe how to configure access for non-supplicant devices in an 802.1X deployment. Describe how to plan and deploy Cisco IBNS Networks with Cisco ISE and 802.1X. The Introduction to 802.1X Operations for Cisco Security Professionals (802.1X) v1.0 shows you how to configure and prepare to deploy Cisco© Identity-Based Networking Services (IBNS) solutions based on Cisco Identity Services Engine (ISE), Cisco Catalyst switches, and Cisco Wireless LAN Controllers. You will learn the fundamentals of the 802.1X protocol and configuration, Cisco IBNS, configuring access for non-supplicant devices, Cisco ISE deployment options, architectural components, considerations with 802.1X, and more. You will also gain hands-on experience configuring 802.1X?based network services using the Cisco Identity Services Engine and a Cisco Catalyst switch. Describing Cisco Identity-Based Networking Services Cisco IBNS Overview Authentication, Authorization, and Accounting (AAA) Role in Cisco IBNS Compare Cisco IBNS and Cisco ISE Solutions Explore Cisco IBNS Architecture Components Explore Cisco TrustSec Describing 802.1X EAP Authentication Explore the IEEE 802.1X Standard Explore 802.1X and EAP Explain EAP Methods Describe the Role of RADIUS in EAP Communications Configuring Devices for 802.1X Operation Identify 802.1X Components and Topologies Configure Cisco Catalyst Switch for 802.1X Compare IBNS 1.0 and 2.0 on Cisco Catalyst Switch Configure Cisco WLC for 802.1X Configure Cisco ISE for 802.1X Configure Supplicants for 802.1X Operation Configuring Access for Non-Supplicant Devices Configure Cisco IBNS for Non-Supplicant Devices Explore IBNS 2.0 for Non-Supplicant Devices Configure Cisco Central Web Authentication for Guests Designing Cisco IBNS Networks with Cisco ISE and 802.1X Cisco ISE Architectural Components Introducing the Cisco ISE Bring Your Own Device (BYOD) Process Identify Cisco ISE Deployment Options Identify Component Compatibilities with 802.1X Review 802.1X Design Considerations

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 2 Days 12 CPD hours This course is intended for Anyone working within leadership, or aspiring to transition into leadership, who would like to professionalize their skills and competencies will benefit from this course. Overview Learn to thrive in a volatile and changing world Build employee engagement in a precarious work environment Leverage fundamental values to build a better workplace Develop a culture of change Plan a path to the future Change is both inevitable and necessary, yet potentially disruptive. Leading change efforts requires building credibility, communicating effectively, developing trust, making decisions, and demonstrating confidence. This course will help you to cultivate the leadership skills that you need to influence others and guide them through times of change. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. Building a Sustainable Organization Seeing the Need for a New Type of Leadership Choosing to Be an Authentic Leader Rebuilding Confidence Decentralizing Power 2. Values and Engagement in a New Reality Engaging in the 21st Century Measuring Employee Engagement Developing Highly Engaged Employees Tapping into Discretionary Energy Embracing Differences Building a Sustainable Organization Integrating Engagement into Your Culture Building a Passion for Excellence Inspiring Trust Reaping the Benefits of Trust 3. Making Change the New Normal Facing Complexities Navigating Fluid Environments Harnessing the Power of Change Applying Intuition Creating Profound and Sustainable Change Understanding the Phases of Change Engaging Stakeholders Leading Through the Transition 4. Planning for the Road Ahead Managing Issues of the 21st Century Working Within the New Cultural Reality Avoiding Traps and Pitfalls Challenging How Teams Are Managed Building a Vision Managing with Purpose

Duration 5 Days 30 CPD hours This course is intended for This course is designed for technical professionals who need to know how to deploy Cisco ASR 9000 Series routers in their network environment. The primary audience for this course includes: System engineers Technical support personnel Channel partners, resellers Overview After taking this course, you should be able to: List and describe the major features and benefits of a Cisco ASR 9000 Series router List and describe the major features and benefits of the Cisco 64-Bit IOS XR operating system Understand data flow through the Cisco ASR 9000 Series router Configure Cisco ASR 9000, back out of configuration changes, and restore older versions of the configuration Install the Cisco IOS XR 64-Bit Software operating system, package information envelopes, and software maintenance updates Enable multicast routing on a Cisco ASR 9900 Series router Configure Layer 3 VPN services Configure Ethernet link bundles Configure local Ethernet Line (E-Line) Layer 2 VPN (L2VPN) Configure Ethernet over Multiprotocol Label Switching (EoMPLS) E-Line L2VPN Configure EoMPLS with pseudowire backup Configure local Ethernet LAN(E-LAN) L2VPN Describe Virtual Private LAN Service (VPLS) L2VPN Describe VPLS with Border Gateway Protocol (BGP) autodiscovery Configure service-based Connectivity Fault Management (CFM) Configure Layer 2 multicast features Describe basic QoS implementation Describe how to configure and verify network Virtualization (nV) on the ASR 9000 series The Cisco Aggregation Services Router 9000 Series Essentials (ASR9KE) v6.0 course introduces you to the features and functions of the Cisco© Aggregation Services Router (ASR) 9000 Series platforms. Through a combination of lecture and hands-on labs, you will gain an understanding of all major aspects of the platform, including hardware, Layer 2 and Layer 3 services, routing protocols including Segment Routing, Layer 2 and Layer 3 multicast, Quality of Service (QoS) features, and network virtualization. The course investigates Cisco Internetworking Operating System (IOS) XR 64-Bit Linux-based feature parity in the environment, as well as how to install Cisco IOS© XR 64-Bit software packages. Cisco ASR 9000 Series Hardware Examining the Cisco ASR 9000 Series Chassis Examining the Cisco ASR 9000 Series Architecture Examining the Route Switch Processor/ Route Processor (RSP/RP) Functions and Fabric Architecture Examining the Cisco ASR 9000 Series Line Card Examining the Cisco ASR 9000 Power Subsystems Cisco IOS XR 64-Bit Software Architecture and Linux Fundamentals Cisco IOS XR 64-Bit Software Fundamentals Cisco ASR 9000 IOS XR 64-Bit vs. 32-Bit Exploring Linux Fundamentals Cisco IOS XR 64-Bit Software Installation Examining Resource Allocations and Media Mappings Migrating to Cisco IOS XR 64-Bit Software Performing Disaster Recovery Installing Software Packages Cisco IOS XR 64-Bit Software Configuration Basics Configuring Cisco IOS XR 64-Bit Basic Operations Cisco IOS XR 64-Bit Initial Configuration Reviewing the Configuration Cisco IOS XR 64-Bit Software Routing Protocols Exploring Intermediate System to Intermediate System (IS-IS) Exploring OSPF Exploring BGP Exploring Routing Protocol for LLN Multicast Routing Exploring Multicast Routing Exploring Protocol Independent Multicast (PIM) Cisco Multiprotocol Label Switching Examining the MPLS Forwarding Infrastructure Implementing the MPLS Label Distribution Protocol (LDP) Cisco IOS XR 64-Bit Segment Routing Segment Routing Concepts Interior Gateway Protocol Segment Routing (IGP SR) Control Plane Overview Prefix and Adjacency Segment IDs (SIDs) SR IS-IS Multi-Level and OSPF Multi-Area IS-IS SR Configuration and Verification OSPF SR Configuration and Verification Layer 3 VPNs Examining L3VPNs Exploring L3VPN Control and Data Flow Configuring L3VPNs Verifying the L3VPN Operation Cisco ASR 9000 Layer 2 Architecture Examining Carrier Ethernet and Flexible Ethernet Edge Comparing Layer 2 and Layer 3 VPNs Examining the ASR 9000 Layer 2 Infrastructure and Ethernet Flow Points (EFPs) Layers 2 and 3 Coexistence and VLAN Tag Manipulation Exploring the Layer 2 Network Infrastructure Point-to-Point Layer 2 Services Point-to-Point Alternating Current-Alternating Current (AC-AC) and Attachment Circuit Redundancy Point-to-Point AC-Pseudowire (PW) Cross-Connect Examining Pseudowire Redundancy and Resiliency Layer 2 Multicast Examining the Cisco ASR 9000 Series Multicast Implementing Multicast Quality of Service QoS Basics and the Modular QoS CLI (MQC) Mode Layer 2 QoS Example

Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course are Application Consultants, Business Process Architects, Business Process Owners/Team Leads/Power Users, and Users. Overview Provide an overview of the fundamental concepts and procedures of production planning within SAP ERP.Gain an overview of the manufacturing methods supported by ERP. This course is designed to provide an overview of the fundamental concepts and procedures of production planning within SAP ERP. Introduction to Supply Chain Planning Drafting Supply Chain Planning Planning-Specific Master Data Reviewing Supply Chain Master Data Reviewing Production Master Data Sales and Operations Planning Drafting Flexible Planning Executing Standard Sales and Operations Planning Releasing a Standard Sales and Operations Plan Demand Management Setting Up a Demand Program Planning Make-to-Stock Production Planning Make-to-Order Production Checking Product Availability Material Requirements Planning Drafting MRP Procedures Planning Material Requirements Interpreting the Results of Material Requirements Planning Long-Term Planning Creating a Long-Term Planning Scenario Executing Long-Term Planning Introduction to Production Execution Distinguishing Production Types Production with Production Orders Drafting Production Orders Creating Production Orders Releasing Production Orders Executing Material Staging for Production Orders Executing Confirmation and Goods Receipt for Production Orders Evaluating Production Orders Production with Process Orders Drafting Process Orders Creating and Interpreting Process Orders Executing Process Orders Using Additional Functions with Process Orders Repetitive Manufacturing Drafting Repetitive Manufacturing Preparing Repetitive Manufacturing Planning Line Loading in Repetitive Manufacturing Using Material Staging and Confirmation Integrating Costing, Controlling, and Reporting The Kanban Principle Drafting Kanban Using Kanban in Production Additional course details: Nexus Humans SCM130 SAP ERP Planning and Manufacturing Overview 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 SCM130 SAP ERP Planning and Manufacturing Overview 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 Experienced system administrators and network administrators Network and security professionals who work with enterprise and data center networks Overview By the end of the course, you should be able to meet the following objectives: Contrast NSX-T Data Center and NSX Data Center for vSphere architectures Understand the networking and security features of NSX-T Data Center Compare end-to-end and lift-and-shift migration approaches Identify common fixed network topologies supported in end-to-end migrations Perform end-to-end migrations for fixed and user-defined topologies Describe other migration modes supported by the migration coordinator Describe lift-and-shift migration techniques Troubleshoot common problems with end-to-end and lift-and-shift migrations Describe the steps to perform a cross-vCenter NSX to NSX Federation migration This three-day, hands-on training course provides you with the skills, techniques, and tools required to successfully migrate your current VMware NSX© Data Center for vSphere© environment to VMware NSX-T? Data Center. You will learn to choose between different migration approaches and how to perform the type of migration that best suits your current environment. In addition, you are presented with common migration problems and resolutions. Course Introduction Introduction and course logistics Course objectives Introduction to NSX-T Data Center Describe the motivation for migrating to NSX-T Data Center Contrast NSX-T Data Center and NSX Data Center for vSphere architectures Describe the logical switching components in NSX-T Data Center Describe the components and functions of NSX-T Data Center logical routing Describe the security features of NSX-T Data Center Explain the implementation of networking services in NSX-T Data Center Migration Approaches Describe the end-to-end migration approach Describe the lift-and-shift migration approach Compare the migration approaches Determine the best migration strategy based on customer requirements Fixed Topologies for Migration Identify the NSX Data Center for vSphere fixed network topologies that can be migrated to NSX-T Data Center without a user-defined topology Explain how network and security objects from the fixed topologies are translated from NSX Data Centerfor vSphere to NSX-T Data Center End-to-End Migration Describe the prerequisites for end-to-end migration Prepare the NSX Data Center for vSphere environment for migration Prepare the NSX-T Data Center environment for migration Migrate the NSX Data Center for vSphere environment with the migration coordinator using a fixed topology Migrate the NSX Data Center for vSphere environment with the migration coordinator using a user-defined topology Perform postmigration tasks Other Migration Modes Describe the steps to migrate NSX Data Center for vSphere when integrated with VMware vRealize Automation Describe the Edge Cutover migration mode Describe the Distributed Firewall migration mode Describe the Distributed Firewall, Host, and Workload migration mode Describe the vSphere Networking migration feature Lift-and-Shift Migration Describe the prerequisites for lift-and-shift migrations Configure L2 bridging in preparation for lift-and-shift migrations Migrate the network and security configuration Migrate workloads Describe the DFW-only migration mode Troubleshooting Migrations Troubleshoot migration problems Identify the log files used in troubleshooting Identify and resolve common issues related to migrations. Cross-vCenter NSX to NSX Federation Migration Contrast cross-vCenter NSX and NSX Federation architectures Describe the steps for a multisite migration Demonstrate how to perform a cross-vCenter NSX to NSX Federation migration Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Migration from VMware NSX for vSphere to NSX-T 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 Migration from VMware NSX for vSphere to NSX-T 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 Data Wrangling with Python takes a practical approach to equip beginners with the most essential data analysis tools in the shortest possible time. It contains multiple activities that use real-life business scenarios for you to practice and apply your new skills in a highly relevant context. Overview By the end of this course, you will be confident in using a diverse array of sources to extract, clean, transform, and format your data efficiently. In this course you will start with the absolute basics of Python, focusing mainly on data structures. Then you will delve into the fundamental tools of data wrangling like NumPy and Pandas libraries. You'll explore useful insights into why you should stay away from traditional ways of data cleaning, as done in other languages, and take advantage of the specialized pre-built routines in Python.This combination of Python tips and tricks will also demonstrate how to use the same Python backend and extract/transform data from an array of sources including the Internet, large database vaults, and Excel financial tables. To help you prepare for more challenging scenarios, you'll cover how to handle missing or wrong data, and reformat it based on the requirements from the downstream analytics tool. The course will further help you grasp concepts through real-world examples and datasets. Introduction to Data Structure using Python Python for Data Wrangling Lists, Sets, Strings, Tuples, and Dictionaries Advanced Operations on Built-In Data Structure Advanced Data Structures Basic File Operations in Python Introduction to NumPy, Pandas, and Matplotlib NumPy Arrays Pandas DataFrames Statistics and Visualization with NumPy and Pandas Using NumPy and Pandas to Calculate Basic Descriptive Statistics on the DataFrame Deep Dive into Data Wrangling with Python Subsetting, Filtering, and Grouping Detecting Outliers and Handling Missing Values Concatenating, Merging, and Joining Useful Methods of Pandas Get Comfortable with a Different Kind of Data Sources Reading Data from Different Text-Based (and Non-Text-Based) Sources Introduction to BeautifulSoup4 and Web Page Parsing Learning the Hidden Secrets of Data Wrangling Advanced List Comprehension and the zip Function Data Formatting Advanced Web Scraping and Data Gathering Basics of Web Scraping and BeautifulSoup libraries Reading Data from XML RDBMS and SQL Refresher of RDBMS and SQL Using an RDBMS (MySQL/PostgreSQL/SQLite) Application in real life and Conclusion of course Applying Your Knowledge to a Real-life Data Wrangling Task An Extension to Data Wrangling