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Duration 2 Days 12 CPD hours This course is intended for This course is designed for security administrators and Check Point resellers who need to manage and monitor issues that may occur within their Security Management environment. Overview Understand how to use Check Point resources for support. Understand how to perform packet captures using tcmdump and FW Monitor command tools. Understand the basic process of kernel debugging, and how debug commands are structured. Recognize how to use various Linux commands for troubleshooting system issues. Recognize communication issues that may occur between SmartConsole and the SMS and how to resolve them. Understand how to troubleshoot SmartConsole login and authentication issues. Understand how to prevent and resolve licensing and contract issues. Understand how to troubleshoot issues that may occur during policy installation. Understand communication issues that may occur when collecting logs and how to resolve them. Recall various tools to use when analyzing issues with logs. Understand how to restore interrupted communications during heavy logging. Understand how NAT works and how to troubleshoot issues. Understand Client Side and Server Side NAT. Understand how the Access Control Policy functions and how the access control applications work together. Understand how to troubleshoot issues that may occur with Application Control and URL Filtering. Understand how the HTTPS Inspection process works and how to resolve issues that may occur during the process. Understand how to troubleshoot Content Awareness issues. Recognize how to troubleshoot VPN-related issues. Understand how to monitor cluster status and work with critical devices. Recognize how to troubleshoot State Synchronization. Understand how to troubleshoot communication issues between Identity Sources and Security Gateways. Understand how to troubleshoot and debug issues with internal Identity Awareness processes. The goal of this course is to provide an understanding of the concepts and skills necessary to troubleshoot issues which may occur when managing the Check Point Security Management architecture and Security Gateways. Course Outline An Introduction to Troubleshooting SmartConsole and Policy Management Troubleshooting Monitoring Logging Activity Troubleshooting Issues with NAT Understanding the Unified Access Control Policy Basic VPN Troubleshooting Monitoring ClusterXL Connections Understanding Identity Awareness Additional course details: Nexus Humans CCTA Check Point Troubleshooting Administration 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 CCTA Check Point Troubleshooting Administration 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 #NAME? Overview The learning objectives for CDA include a practical understanding of: Goals, history, terminology, and pipeline The importance, practices, and transformation of a DevOps collaborative culture Design practices, such as modular design and microservices Continuous Integration (Cl), such as version control, builds, and remediation Tenets and best practices of Continuous Testing (CT) Continuous Delivery and Deployment (CD): packaging, containers, and release Continuous Monitoring (CM): monitoring and analysis infrastructure, process, and apps Infrastructure and tools: frameworks, tools, and infrastructure as code Security Assurance: DevSecOps The opportunity to hear and share real-life scenarios This course is designed for participants who are engaged in the design, implementation, and management of DevOps deployment pipelines and toolchains that support Continuous Integration, Continuous Delivery, Continuous Testing and potentially Continuous Deployment. The course highlights underpinning processes, metrics, APls and cultural considerations with Continuous Delivery. Key benefits of Continuous Delivery will be covered including increased velocity to assist organizations to respond to market changes rapidly, thus being able to outmaneuver competition, reduce risk and lower costs while releasing higher quality solutions. Increased productivity and employee morale by having more activities performed by pipelines instead of humans so teams can focus on vision while pipelines do the execution.This course prepares you for the Continuous Delivery Ecosystem Foundation(CDEF) certification. Course Introduction Course goals Course agenda CDA Concepts Continuous delivery (CD) definition Architecting for continuous delivery Continuous delivery and DevOps Relationships between CD, Waterfall, Agile, ITIL, and DevOps Benefits of continuous delivery CDA Culture Importance of culture to the CD Architect What a CD Architect can do about culture How to maintain culture Assignment: DevOps culture and practices to create flow Design Practices for Continuous Delivery Why design is important to continuous delivery CD Architect?s role in design Key design principles CD best practices Microservices and containers Continuous Integration Continuous integration (CI) defined CD Architect?s role in CI Importance of CI Benefits of CI CI best practices Assignment: Optimizing CI workflows Continuous Testing Continuous testing (CT) defined Importance of CT Benefits of CT CD Architect?s role in CT Five tenets of CT CT best practices Assignment: Handling environment inconsistencies Continuous Delivery and Deployment Continuous delivery defined Continuous deployment defined Benefits of continuous delivery and deployment CD Architect?s role in continuous delivery and deployment Continuous delivery and deployment best practices Assignment: Distinguishing continuous delivery and deployment Continuous Monitoring Continuous monitoring defined Importance of continuous monitoring CD Architect?s role in continuous monitoring Continuous monitoring best practices Assignment: Monitoring build progress Infrastructure and Tools Importance of infrastructure and tools CD Architect?s role in infrastructure and tools Building a DevOps toolchain Infrastructure/tools best practices Assignment: identifying common infrastructure/tool components Security Assurance Importance of security assurance DevSecOps and Rugged DevOps defined CD Architect?s role in security Security best practices Assignment: Applying security practices Capstone exercise Identifying toolchain and workflow improvements Summary Additional Sources of Information Exam Preparations Exam requirements Sample exam review

This practical, enjoyable day will give you the tools to go and do your job effectively and the opportunity to practise using them in a safe and supportive environment before putting them into practice for real back in the workplace. To inspire, you need to be inspired!Having the right set of skills, tools and techniques helps us to manage in a productive and beneficial way. Above all, the workshop will inspire you with the determination to engage with the people you manage to produce greater levels of achievement. This workshop will enable you to: Understand what the role of the manager is Engage and inspire a team to perform Recognise the range of styles appropriate for different situations and how your communication style impacts Provide clear direction on your team's purpose, role and responsibilities Understand how to create a motivating environment for those who report to you Hold them accountable for delivery Hold performance conversations Review and evaluate your learning and have a plan to take back and implement at work 1 Bringing the role to life Starting the day with sharing your current ideals and approaches using the pre workshop task Understanding what you bring to your role and your objectives for the day 2 The role and responsibilities of a manager: an overview Responsibility and accountability Producing results Managing teams Developing individuals 3 Communication excellence The model of a team communicator What type of communicator are you and what about your team? Practical interactive group exercise 4 Your role as a team leader - shaping how we work using the organisation's values Your role Your team's role Enabling your team to deliver in a changing mindset 5 Engaging and motivating your team Exercise: using a leadership model to explore how you are enabling your team to engage with current change, what's getting in the way and how you will manage this in your organisational context Peer and group task and discussion 6 Addressing motivation at team and individual level in times of change Exercises:Identifying approaches to motivating people at work based on a work based model of motivation: team taskExploring a behavioural model of motivation: team discussion Review in plenary 7 Holding people accountable The work cycle model of team performance: Agree purposeSet objectivesMonitor performanceProvide feedbackCompliance vs. commitment Professional discussion in small groups Exercise: Practising short conversations using peer coaching support 8 Review of learning and action planning Personal review and action planning Group review of learning Evaluation

China Tourist Welcome Programme Preparing your Hospitality Business for the Chinese Tourist in 2023 Request a free call with an accredited COTRI practitioner to learn more about how the 'China Tourist Welcome' programme can provide your business with the tools to both attract and appropriately 'welcome' Chinese visitors. Register above for a free session with us and we will contact you to schedule an online call. The COTRI ‘China Tourist Welcome’ (CTW) programme, is a bespoke accredited programme delivered in-company by the Centre for Competitiveness, as Ireland's COTRI Country Partner. Our programme is certified by COTRI, (China Outbound Tourism Research Institute), the world's leading independent research institute for Chinese outbound tourism, and is recognised by Tourism NI, Fáilte Ireland and Tourism Ireland. The training and support programme helps Hotels, Restaurants, Coach Tour Companies and Tourist Destinations, Activities and Products to position themselves at the forefront of the biggest global outbound tourism source market, by understanding the different Chinese market segments, adapt products and services to meet the needs of the Chinese Tourist. It will also provide access to a networking partnership that offers exclusive benefits designed to promote your hospitality & Tourism business in the Chinese marketplace. It is designed for individual organizations or groups of enterprises within a destination, and targets management and team leaders to develop their awareness and competences so that they can create and manage a special ‘Ireland Welcome’ for the Chinese Tourists.  2023 is the Year of the Rabbit and the National Holiday period, or Golden Week for China is from the 1st of October to the 7th of October, so be ’China Ready’ and provide the products & services that meets the needs of this growing tourist market for the Island of Ireland. Want more information? To learn more on how the 'China Tourist Welcome' programme can help your business, register above for a free session with us and we will contact you to schedule an online call.

Duration 4.125 Days 24.75 CPD hours This course is intended for The job roles best suited to the material in this course are: Personnel responsible for maintaining and improving the quality of the products and services of the organization, Personnel responsible for meeting customer requirements, Consultants, advisors, professionals wishing to obtain in-depth knowledge of ISO 9001 requirements for a QMS, Professionals wishing to acquaint themselves with PECB's IMS2 Methodology for implementing a QMS, Individuals responsible for maintaining the conformity of QMS to ISO 9001 requirements, Members of QMS implementation and operation teams, Individuals aspiring to pursue a career in quality management Overview Explain the fundamental concepts and principles of a quality management system (QMS) based on ISO 9001 Interpret the requirements of ISO 9001 for a QMS from the perspective of an implementer Initiate and plan the implementation of a QMS based on ISO 9001, by utilizing PECB's IMS2 Methodology and other best practices Support an organization in operating, maintaining, and continually improving a QMS based on ISO 9001 Prepare an organization to undergo a third-party certification audit The ISO 9001 aims to help you develop the competence necessary to establish, implement, operate, maintain, and continually improve a QMS. This training course aims to equip you with in-depth knowledge on ISO 9001 requirements, as well as the best practices and approaches used for the implementation and subsequent maintenance of a QMS. Introduction to ISO 9001 and the initiation of a QMS implementation Training course objectives and structure Overview of ISO, management systems, and ISO 9000 family Introduction to quality and QMS based on ISO 9001 Initiation of the QMS implementation Leadership and commitment Quality policy Roles, responsibilities, and authorities Implementation plan of a QMS Context of the organization QMS scope Actions to address risks and opportunities Quality objectives Change management Resources Competence Implementation of a QMS Awareness and communication Management of documented information Requirements for products and services Design and development of products and services Outsourcing Production and service provision Monitoring, measurement, analysis, and evaluation QMS monitoring, continual improvement, and preparation for the certification audit Internal audit Management reviews Nonconformities and corrective actions Continual improvement Preparation for the certification audit Closing of the training course Additional course details: Nexus Humans ISO 9001 Lead Implementer 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 ISO 9001 Lead Implementer 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 This course is designed primarily for network and software engineers who are interested in learning about automation and programmability and hold the following job roles: Consulting systems engineer IoT Designer Network administrator Network engineer Network manager Sales engineer Systems engineer Technical solutions architect Overview After taking this course, you should be able to: Explain the fundamentals of Cisco IoT and list common devices involved List the common protocols, standards, and data flows of IoT Explain the Cisco IoT, common needs, and the corresponding solutions Explain how programmability can be used to automate and make operations, deployment, and support of Cisco IoT more effective Describe common Cisco IoT applications and how they apply to Cisco IoT use cases Explain the functions and use cases for Cisco security applications and Cisco IoT This course prepares you to develop Internet of Things (IoT) applications for Cisco© IoT edge compute and network architecture. Through a combination of lessons and hands-on experience, you will learn to implement and deploy Cisco IOx applications using Cisco Field Network Director and Cisco Kinetic. This course covers designing, deploying, and troubleshooting edge applications, and understanding the use of management tools, so you can control your industrial network and connected devices at scale. This course will prepare you for the certification exam 300-915 Developing Solutions Using Cisco IoT and Edge Platforms (DEVIOT), a concentration in the CCNP DevNet track. Course Outlines DEFINING CISCO IOT IOT NETWORKING AND OTHER DEVICES EXAMINING IOT PROTOCOLS EXAMINING IOT STANDARDS RECOGNIZING CISCO IOT NEEDS AND SOLUTIONS USING PROGRAMMABILITY WITH CISCO IOT DESCRIBING CISCO IOT APPLICATIONS: CISCO IOX DESCRIBING CISCO IOT APPLICATIONS: CISCO KINETIC AND CISCO FIELD NETWORK DIRECTOR DEFINING CISCO SECURITY APPLICATIONS Lab outline Use an MQTT Consumer to Subscribe to Sensor Data Use Cisco IOx Applications to Receive and Process Sensor Data Troubleshoot a Sensor Connection Use and Interpret Freeboard Data Use and Interpret Grafana Data Use and Interpret Kibana Data Cisco IOx Familiarity Lab Develop and Deploy a Cisco IOx Application Troubleshoot Cisco IOx Navigate Cisco Field Network Director Explore Cisco Field Network Director API Additional course details: Nexus Humans Cisco Developing Solutions Using Cisco IoT and Edge Platforms v1.0 (DEVIOT) 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 Developing Solutions Using Cisco IoT and Edge Platforms v1.0 (DEVIOT) 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 2.75 Days 16.5 CPD hours This course is intended for Complete beginners who have never programmed before to experienced developers coming from another programming language. Overview You will learn how to leverage the power of Python to solve tasks. You will build games and programs that use Python libraries. You will be able to use Python for your own work problems or personal projects. You will create a portfolio of Python based projects you can share. Learn to use Python professionally, learning both Python 2 and Python 3! Create games with Python, like Tic Tac Toe and Blackjack! Learn advanced Python features, like the collections module and how to work with timestamps! Learn to use Object Oriented Programming with classes! Understand complex topics, like decorators. Understand how to use both the Jupyter Notebook and create .py files Get an understanding of how to create GUIs in the Jupyter Notebook system! Build a complete understanding of Python from the ground up! Our Introduction to Python course is designed to take complete beginners or experienced developers up to speed on Python?s capabilities, setting up students for success in using Python for their specific field of expertise. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! In this course we will teach you Python 3. Learn how to use Python for real-world tasks, such as working with PDF Files, sending emails, reading Excel files, scraping websites for information, working with image files, and much more! This course will teach you Python in a practical manner and provides a full coding screencast and a corresponding code notebook to review the concepts and exercises conducted in class. Please note, this course is able to be offered in either 3 full day sessions or 5 partial day sessions. See the schedule below. This course includes 6-months access to the full course content in on-demand format to support post-class reference and review. Command Line Basics Python System Setup Jupyter Notebooks Python Data Types Key Data Structures Logic and Control Flow Functions Debugging Modules Object Oriented Programming File I/O Testing Decorators Generators Automation of Tasks Web Scraping Graphical User Interfaces Additional course details: Nexus Humans Introduction to Python 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 Introduction to Python 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 This course is intended for: System engineers Technical support personnel Channel partners and resellers Overview After taking this course, you should be able to: Describe Cisco DWDM platform basics Describe DWDM network topologies Describe the management software used for managing Cisco DWDM networks List the different hardware components of the Cisco ONS and Cisco NCS DWDM systems Provision nodes and circuits in a Cisco DWDM network Perform node and multishelf configurations Implement SMR-based rings Provision optical circuit protection mechanisms Configure Any Rate cards Describe the function of Raman amplifiers Perform basic maintenance and troubleshooting of a Cisco DWDM network The Cisco Optical Technology Intermediate (OPT200) v3.0 course is designed to teach you the skills necessary to deploy the Cisco© Optical Networking System (ONS), 15454 Multiservice Transport Platform (MSTP), and Cisco Network Convergence System (NCS) 2000 Series Dense Wavelength-Division Multiplexing (DWDM) networks from installation to protection. Through a combination of lecture and hands-on experience, you will learn installation, configuration, circuit protection, maintenance, and basic troubleshooting using the Cisco Transport Controller for the Cisco ONS 15454 M6 and M12 shelves, and for the Cisco NCS 2016 shelf.Additionally, in this course you will review DWDM terminology and components, explore available chassis and cards, and discuss hardware installation. You will learn to use the Cisco Transport Controller server software to connect to the nodes, perform network turn-up and circuit creation, and deploy linear and single-module ROADM (SMR) DWDM multishelf topologies. Using this software, you will also configure Raman amplifiers and Any Rate cards, and configure protected and unprotected circuits. The course covers a variety of card options: controllers, transponders, multiplexer-demultiplexer, add/drop, Raman amplifiers, and Cisco Any Rate muxponder cards. You will use the various cards to configure terminal, amplifier, mesh, split, Optical Service Channel (OSC) regenerator, and Reconfigurable Optical Add/Drop Multiplexing (ROADM) nodes. Finally, you will learn how to use many of the tools and features available with the Cisco Transport Controller to perform maintenance, testing, and basic troubleshooting of your optical network. Course Outline DWDM Optical Platform Foundation Chassis and Cards Hardware Installation Node Turn-Up and Circuit Creation Node and Multishelf Configurations SMR-Based Rings 10Gb Circuit Protection Any Rate Card Configuration Raman Amplifiers Maintenance and Basic Troubleshooting Additional course details: Nexus Humans Cisco Optical Technology Intermediate v3.0 (OPT200) 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 Optical Technology Intermediate v3.0 (OPT200) 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 Developed for IT Professionals interested in learning how to manage Citrix Endpoint Management on-premises or cloud environments using leading practices. Potential students include Administrators and Implementers. Overview How to manage a Citrix Endpoint Management implementation in a On-premises or cloud environment How to perform common enterprise mobility management tasks and mobile application managementUnderstand the device enrollment processHow to perform monitoring, troubleshooting, and reporting on a Citrix Endpoint Management Enterprise solution Students will explore how to manage Citrix Endpoint Management in this course. Venture into the cloud as students learn to manage devices, apps, and users. Students will learn how the architecture, management, and communication flow function with Citrix Endpoint Management Service and how they can fit their organization?s needs. Students will learn how to administer their Citrix Endpoint Management environment and how to support your end users, as well as working with applications and securing a variety of endpoints. Introduction to Citrix Endpoint Management Citrix Endpoint Management Features Citrix Cloud and Citrix Endpoint Management Citrix Endpoint Management User Experience and Security Citrix Endpoint Management Entitlements Citrix Endpoint Management Architecture Citrix Endpoint Management Prerequisites Citrix Endpoint Management Server Citrix Endpoint Management and Microsoft Intune Apple APNs and Google Firebase Cloud Messaging MDX Architecture and Features Cloud Components Cloud Component Overview Onboarding and Access Cloud Connector and Cloud Resource Locations Cloud Migration Cloud Updates and Features Common Device Management Tasks Administrative Console Overview Delivery Groups Device Policies Device Enrollment Enrollment Methods iOS Device Enrollment Android Device Enrollment Windows 10 Enrollment Other Devices Managing Device Security Security Policies Automated Actions Android for Work ActiveSync Filtering Shared Devices Working with Apps Application Integration Citrix Endpoint Management Productivity Apps Application Security with MDX 3rd Part Applications Integrating Citrix Content Collaboration Citrix Content Collaboration Overview Integrating Citrix Endpoint Management with Content Collaboration Content Collaboration Workflows Maintaining and Troubleshooting Maintaining Citrix Endpoint Management Maintaining Certificates Troubleshooting Citrix Gateway (formerly NetScaler Gateway) Troubleshooting Tools for Citrix Productivity Apps Firewall Issues Monitoring and Reporting Monitoring and Reporting of Devices Monitoring and Reporting of Citrix Content Collaboration Additional course details: Nexus Humans CEM-205 Manage Citrix Endpoint Management 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 CEM-205 Manage Citrix Endpoint Management 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 Science for Marketing Analytics is designed for developers and marketing analysts looking to use new, more sophisticated tools in their marketing analytics efforts. It'll help if you have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not necessary. Overview By the end of this course, you will be able to build your own marketing reporting and interactive dashboard solutions. The course starts by teaching you how to use Python libraries, such as pandas and Matplotlib, to read data from Python, manipulate it, and create plots, using both categorical and continuous variables. Then, you'll learn how to segment a population into groups and use different clustering techniques to evaluate customer segmentation.As you make your way through the course, you'll explore ways to evaluate and select the best segmentation approach, and go on to create a linear regression model on customer value data to predict lifetime value. In the concluding sections, you'll gain an understanding of regression techniques and tools for evaluating regression models, and explore ways to predict customer choice using classification algorithms. Finally, you'll apply these techniques to create a churn model for modeling customer product choices. Data Preparation and Cleaning Data Models and Structured Data pandas Data Manipulation Data Exploration and Visualization Identifying the Right Attributes Generating Targeted Insights Visualizing Data Unsupervised Learning: Customer Segmentation Customer Segmentation Methods Similarity and Data Standardization k-means Clustering Choosing the Best Segmentation Approach Choosing the Number of Clusters Different Methods of Clustering Evaluating Clustering Predicting Customer Revenue Using Linear Regression Understanding Regression Feature Engineering for Regression Performing and Interpreting Linear Regression Other Regression Techniques and Tools for Evaluation Evaluating the Accuracy of a Regression Model Using Regularization for Feature Selection Tree-Based Regression Models Supervised Learning: Predicting Customer Churn Classification Problems Understanding Logistic Regression Creating a Data Science Pipeline Fine-Tuning Classification Algorithms Support Vector Machine Decision Trees Random Forest Preprocessing Data for Machine Learning Models Model Evaluation Performance Metrics Modeling Customer Choice Understanding Multiclass Classification Class Imbalanced Data Additional course details: Nexus Humans Data Science for Marketing Analytics 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 Data Science for Marketing Analytics 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.