1582 Addition courses delivered Live Online

Duration 5 Days 30 CPD hours This course is intended for Experienced security administrators Overview By the end of the course, you should be able to meet the following objectives: Define information-security-related concepts Explain the different types of firewalls and their use cases Describe the operation of intrusion detection and intrusion prevention systems Differentiate between Malware Prevention approaches Describe the VMware intrinsic security portfolio Implement Zero-Trust Security using VMware NSX segmentation Configure user and role management Configure and troubleshoot Distributed Firewall, Identity Firewall, and time-based policies Configure and troubleshoot Gateway Security Use VMware vRealize Log Insight™ for NSX™ and VMware vRealize Network Insight™ to operate NSX firewalls Explain the security best practices related to grouping, tagging, and rule configuration Describe north-south and east-west service insertion Describe endpoint protection Configure and troubleshoot IDS/IPS Deploy NSX Application Platform Configure and troubleshoot NSX Malware Prevention Describe the capabilities of NSX Intelligence and NSX Network Detection and Response This five-day, hands-on training course provides you with the knowledge, skills, and tools to achieve competency in configuring, operating, and troubleshooting VMware NSX-T? Data Center for intrinsic security. In this course, you are introduced to all the security features in NSX-T Data Center, including Distributed Firewall and Gateway Firewall, Intrusion Detection and Prevention (IDS/IPS), NSX Application Platform, NSX Malware Prevention, VMware NSX© Intelligence?, and VMware NSX© Network Detection and Response?.In addition, you are presented with common configuration issues and given a methodology to resolve them. Course Introduction Introductions and course logistics Course objectives Security Basics Define information-security-related concepts Explain the different types of firewalls and their use cases Describe the operation of IDS/IPS Differentiate between Malware Prevention approaches VMware Intrinsic Security Define the VMware intrinsic security strategy Describe the VMware intrinsic security portfolio Explain how NSX-T Data Center aligns with the intrinsic security strategy Implementing Zero-Trust Security Define Zero-Trust Security Describe the five pillars of a Zero-Trust Architecture Define NSX segmentation and its use cases Describe the steps needed to enforce Zero-Trust with NSX segmentation User and Role Management Integrate NSX-T Data Center and VMware Identity Manager? Integrate NSX-T Data Center and LDAP Describe the native users and roles in NSX-T Data Center Create and assign custom user roles Distributed Firewall Configure Distributed Firewall rules and policies Describe the NSX Distributed Firewall architecture Troubleshoot common problems related to NSX Distributed Firewall Configure time-based policies Configure Identity Firewall rules Gateway Security Configure Gateway Firewall rules and policies Describe the architecture of the Gateway Firewall Identify and troubleshoot common Gateway Firewall issues Configure TLS Inspection to decrypt traffic for both internal and external services Configure URL filtering and identify common configuration issues Operating Internal Firewalls Use vRealize Log Insight for NSX and vRealize Network Insight to operate NSX firewalls Explain security best practices related to grouping, tagging, and rule configuration Network Introspection Explain network introspection Describe the architecture and workflows of north-south and east-west service insertion Troubleshoot north-south and east-west service insertion Endpoint Protection Explain endpoint protection Describe the architecture and workflows of endpoint protection Troubleshoot endpoint protection Intrusion Detection and Prevention Describe the MITRE ATT&CK framework Explain the different phases of a cyber attack Describe how NSX security solutions can be used to protect against cyber attacks Configure and troubleshoot Distributed IDS/IPS Configure and troubleshoot North-South IDS/IPS NSX Application Platform Describe NSX Application Platform and its use cases Identify the topologies supported for the deployment of NSX Application Platform Deploy NSX Application Platform Explain the NSX Application Platform architecture and services Validate the NSX Application Platform deployment and troubleshoot common issues NSX Malware Prevention Identify use cases for NSX Malware Prevention Identify the components in the NSX Malware Prevention architecture Describe the NSX Malware Prevention packet flows for known and unknown files Configure NSX Malware Prevention for east-west and north-south traffic NSX Intelligence and NSX Network Detection and Response Describe NSX Intelligence and its use cases Explain NSX Intelligence visualization, recommendation, and network traffic analysis capabilities Describe NSX Network Detection and Response and its use cases Explain the architecture of NSX Network Detection and Response in NSX-T Data Center Describe the visualization capabilities of NSX Network Detection and Response

Get strategies for developing numeracy and literacy across the curriculum.

Explore practical neuroscience-backed tools to help you thrive in challenging circumstances.

Data modelling and visualisation skills are in demand! Create Interactive Reports and Dashboards.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for people who use PowerPoint for their business communication needs. Overview To ensure your success in this course, you should have end-user skills with any current version of Windows, including being able to open and close applications, navigate basic file structures, and manage files and folders. This course is intended for those who wish to take advantage of the application for high quality business presentations and reports. Presentations Create Attractive Presentations from Existing PowerPoint Templates Creating Presentations Quickly using Outline to build a Structure Incorporating and reusing slides from other presentations into your own Templates and Customization Using Slide Layouts Using the Slide Master Creating Custom Slide Layout Working with Charts and Tables Create and Modify Tables Create Charts and Graphs Copying Charts into PowerPoint Link Vs Embed Add Visual Elements to a Presentation Create and Modify Shapes Add Images Create SmartArt to Make Easily Modifiable graphics Use SmartArt to Give Dull Text a More Visual Appeal Working with Media and Animation Add Audio to A Presentation Add Video to A Presentation Add and Customize Animations Add and Customize Transitions Preparing to Present Add Notes to A Presentation Presenter View And Slide Show Controls Create A Custom Slide Show Saving and Sharing the Presentation Printing Options and Handouts Additional course details: Nexus Humans Microsoft PowerPoint for the Business User 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 Microsoft PowerPoint for the Business User 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 The primary audience for this course is as follows: Customers configuring and maintaining CUCM 8.x, 9.x, 10.x, 11.0, or 12.x. PBX System Administrators transitioning to CUCM administration IP networking professionals taking on responsibility for CUCM administration Workers being cross-trained for CUCM administration coverage The secondary audience for this course is as follows: Cisco Unified Communications system channel partners and resellers Overview Upon completing this course, the learner will be able to meet these overall objectives: Demonstrate an overall understanding of the Cisco Unified Communications Manager (CUCM) 12.x (or earlier version) system and its environment Configure CUCM to support IP Phones in multiple locations Configure CUCM to route calls to internal and PSTN destinations Configure User accounts and multi-level administration Understand User Web Page functionality Configure user features, including Hunt Groups, Call Pickup, and Call Park. Understand the capabilities of and demonstrate the Bulk Administration Tool Understand the SMART Licensing model for Cisco Unified Communications Understand and demonstrate the use of the Unified Reporting tool Understand and demonstrate the use of the Dialed Number Analyzer Communications Manager Administration for Version 12.5 (CMA v12.5) is an instructor-led course presented to system administrators and customers involved with the day-to-day operation of the Cisco Unified Communications Manager product. This course introduces you to the CUCM system, the necessary procedures for administering IP Phones and Users, understanding the Dial Plan and implementing Features. In addition to instructor-led lectures and discussions, you will configure CUCM and Cisco IP Phones in the lab, either in a live classroom or WebEx remote classroom environment. While the Cisco Unified Communications Manager software used in the class is version 12.5.1, the course material applies to versions 8.x, 9.x, 10.x, 11.x, or 12.x. The concepts and the lab tasks are the same for most of the Cisco Unified Communications Manager software versions CUCM System Basics Introduction to IP Telephony Traditional Voice vs. IP Telephony Clustering Overview Intra-Cluster Communications CUCM Redundancy Options Deployment Models Campus (Single Site) Deployment Centralized Call Processing Deployment Distributed Call Processing Deployment Clustering over the IP WAN Call Processing Deployment Hybrid Call Processing Deployment Basics of CUCM Configuration Administrative Interfaces Administration and Serviceability Unified Reporting and the Enterprise License Manager Disaster Recovery System and Unified OS Administration Navigation Bar Command Line Interface Server Redundancy: CM Groups CM Group Configuration Date/Time Group Regions and Codecs Locations Device Pool Configuration Service Parameters Configuration Enterprise Parameters Configuration Supporting Phones and Users Configuring CUCM to Support Phones Cisco Unified IP Phone Model Ranges Specialized Cisco IP 89xx and 99xx phones Cisco Jabber Client Phone Button Templates Softkey Template Cisco IP Phone Registration Device Defaults Phone Configuration Manual Phone Configuration Auto-Registration Self-Provisioning Using the Bulk Administration Tool (BAT) Deploying new phones and users Overview of the Auto-Register Phone Tool Configuring CUCM to Support Users Understanding CUCM Users Manual User Creation User Import with BAT Importing Users with LDAP Sync LDAP Authentication Understanding User Administration Configuring User Administration Working with Access Control Groups Assigning End Users to Access Control Groups User Web Pages Understanding the Dial Plan Dial Plan Overview Introduction to the Dial Plan Understanding Dial Plan Components Route Lists, Route Groups and Devices Call Routing Understanding Digit Analysis Basics of Dial Plan Configuration Basics of the Dial Plan Dial Plan Configuration Translation Patterns Route Plan Report Advanced Dial Plan Configuration Understanding Digit Manipulation External Phone Number Masks Transformation Masks Discard Digits Instructions: PreDot Class of Control Overview of Class of Control Partitions and Calling Search Space Traditional vs. Line/Device Approach Configuring Partitions and CSSs Time of Day Routing PLAR Application Forced Authorization Codes CUCM Features Media Resources Overview of Media Resources Conference Bridge Music on Hold Transcoder Annunciator Overview of Media Resource Management Configuring Media Resources User Features Configuring Call Coverage in Cisco Unified Communications Manager Call Coverage in Cisco Unified Communications Manager Hunt Group Overview Hunt Group Configuration Final Forwarding Shared Lines Call Pickup Directed and Group Call Pickup Call Park Lab Outline Configuring the System to Support Cisco IP Phones Creating and Associating Users Configuring Basic Dial Plan Elements Configuring Complex Dial Plan Elements Implementing Class of Control Configuring Media Resources Configuring Hunt Groups and Call Coverage Configuring Call Pickup and Call Park

Duration 4 Days 24 CPD hours This course is intended for Experienced system administrators, system engineers, and system integrators Overview By the end of the course, you should be able to meet the following objectives: Describe the architecture of VMware Cloud on AWS Prepare and deploy VMware Cloud on AWS SDDC Configure the scale-up and scale-down of a VMware Cloud on AWS SDDC Access a VMware vCenter configuration in VMware Cloud on AWS Configure internal, external, and inter-SDDC networking Configure storage integrations and solutions for VMware Cloud on AWS Configure a connection between an on-premises vSphere SDDC and a VMware Cloud on AWS SDDC Migrate VMs between on-premises vSphere and VMware Cloud on AWS SDDCs Describe lifecycle management, troubleshooting scenarios, and disaster recovery solutions for a VMware Cloud on AWS SDDC Describe how VMware add-on solutions support a VMware Cloud on AWS SDDC This four-day, hands-on training course provides you with the knowledge, skills, and tools for deploying and managing a VMware Cloud? on AWS infrastructure. You will explore the common use cases of the VMware Cloud on AWS infrastructure that allows you to modernize, protect, and scale applications based on VMware vSphere© that leverage AWS.In this course, you are introduced to various rapid and easy migration options for workloads based on vSphere to VMware Cloud on AWS. In addition, you are presented with VMware Cloud Disaster Recovery?, which is a Disaster Recovery as-a-service (DRaaS) solution, with fast recovery capabilities, that can be used to cost-effectively protect a broad set of your virtualized applications. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Cloud on AWS Choosing VMware Cloud on AWS Management and operational structure VMware Cloud on AWS Platform and SDDC Deployment Preparation Getting started with VMware Cloud on AWS Preparing AWS infrastructure for a VMware Cloud on AWS deployment Setting up a VMware on Cloud AWS account Billing and pricing on VMware Cloud services Deploying and Scaling and SDDC Deploying and examining SDDC configurations Sizing the SDDC SDDC cluster management SDDC host management Optimizing and maintaining SDDC Cluster using Elastic DRS for VMware Cloud on AWS Accessing and Analyzing vCenter Configurations Accessing vCenter Server in the Cloud SDDC Analyzing resource management settings in the SDDC Exploring vSphere permissions on VMware Cloud on AWS VMware Tanzu? for VMC on AWS Networking in VMware Cloud on AWS Internal SDDC network Networking and security options SDDC Network Administration with NSX Manager Creating virtual machines in the Cloud SDDC Inter-SDDC networking Storage on VMware Cloud on AWS vSAN storage in VMware Cloud on AWS Attaching external storage to a VM running on an SDDC Working with On-Premises vSphere Hybrid-linked mode Migration solutions for VMware Cloud on AWS VM migration with VMware HCX© Maintaining and Troubleshooting VMware Cloud on AWS Accessing API with VMware Cloud on AWS Maintenance and support Common troubleshooting steps Disaster Recovery Solution Site Recovery add-on service VMware Cloud Disaster Recovery? Using Other VMware Products with the SDDC VMware Aria? Operations for Logs (formerly vRealize Log Insight) VMware Horizon© with VMware Cloud on AWS VMware Aria Automation add-on (formerly vRealize Automation) Using VMware Aria Operations with VMware Cloud on AWS Using VMware Aria Operations for Networks (formerly vRealize Network Insight) with VMware Cloud on AWS Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Cloud on AWS: Design, Configure, Manage 2023 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 Cloud on AWS: Design, Configure, Manage 2023 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 5 Days 30 CPD hours This course is intended for Experienced system administrators and network administrators Network and security professionals who work with enterprise networks Overview By the end of the course, you should be able to meet the following objectives: Use the native tools available in NSX to identify and troubleshoot the problems. Use VMware Aria Operations for Logs and VMware Aria Operations for Networks to identify and troubleshoot problems related to the NSX environment. Explain the NSX infrastructure components and the communications between them. Identify, analyze, and troubleshoot problems related to the management, control, and data planes in NSX. Identify, analyze, and troubleshoot problems related to infrastructure preparation and VMware NSX Edge deployments. Identify, analyze, and troubleshoot problems related to logical switching and logical routing. Identify, analyze, and troubleshoot network security problems related to the Distributed firewalls, Gateway firewalls, and Distributed IDS/IPS. Identify, analyze, and troubleshoot problems related to VPN and VMware NSX Advanced Load Balancer. Identify the components and packet flows involved in the NSX datapath and troubleshoot related problems. This five-day, hands-on training course provides the advanced knowledge, skills, and tools to achieve competency in operating and troubleshooting the VMware NSX infrastructure. This course introduces you to workflows of various networking and security constructs along with several operational and troubleshooting tools that help you manage and troubleshoot your VMware NSX environment.In addition, various types of technical problems are presented to you, which you will identify, analyze, and solve through a systematic process. Course Introduction Introduction and course logistics Course objectives NSX Operations and Tools Explain and validate the native troubleshooting tools for NSX Configure syslog, IPFIX, and log collections for the NSX environment Integrate NSX with VMware Aria Operations for Logs and VMware Aria Operations for Networks Validate and review the API methods available to configure the NSX environment Troubleshooting the NSX Management Cluster Describe the NSX Management cluster architecture, components, and communication channels Identify the workflows involved in configuring the NSX Management cluster Validate and troubleshoot the NSX Management cluster formation Troubleshooting Infrastructure Preparation Describe the data plane architecture, components, and communication channels Explain and troubleshoot VMware ESXi transport node preparation issues Explain and troubleshoot NSX Edge deployment issues Troubleshooting Logical Switching Describe the architecture of logical switching List the modules and processes involved in configuring logical switching Explain the importance of VDS in transport nodes Review the architecture and workflows involved in attaching workloads to segments Identify and troubleshoot common logical switching issues Troubleshooting Logical Routing Review the architecture of logical routing Explain the workflows involved in the configuration of Tier-0 and Tier-1 gateways Explain the high availability modes and validate logical router placements Identify and troubleshoot common logical routing issues using both BGP and OSPF Troubleshooting Security Review the architecture of the Distributed Firewall Explain the workflows involved in configuring the Distributed Firewall Review the architecture of the Gateway Firewall Explain the workflows involved in configuring the Gateway Firewall Identify and troubleshoot common Distributed firewall and Gateway Firewall issues Review the architecture and workflows involved in configuring Distributed IDS/IPS Identify and troubleshoot common Distributed IDS/IPS problems. Troubleshooting Services Review the NSX Advanced Load Balancer architecture and components Identify and troubleshoot common NSX Advanced Load Balancer issues Review the IPsec and L2 VPN architecture and components Identify and troubleshoot common IPsec and L2 VPN issues Datapath Walkthrough Verify and validate the path of the packet on the NSX datapath Identify and perform packet captures at various points in the datapath Use NSX CLI and native hypervisor commands to retrieve configurations involved in the NSX datapath Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware NSX: Troubleshooting and Operations [V4.x] 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 NSX: Troubleshooting and Operations [V4.x] 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 This course is geared for Python experienced attendees who wish to learn and use basic machine learning algorithms and concepts. Students should have skills at least equivalent to the Python for Data Science courses we offer. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to Understand the main concepts and principles of predictive analytics Use the Python data analytics ecosystem to implement end-to-end predictive analytics projects Explore advanced predictive modeling algorithms w with an emphasis on theory with intuitive explanations Learn to deploy a predictive model's results as an interactive application Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. Hands-on Predictive Analytics with Python is a three-day, hands-on course that guides students through a step-by-step approach to defining problems and identifying relevant data. Students will learn how to perform data preparation, explore and visualize relationships, as well as build models, tune, evaluate, and deploy models. Each stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seabor, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics. The Predictive Analytics Process Technical requirements What is predictive analytics? Reviewing important concepts of predictive analytics The predictive analytics process A quick tour of Python's data science stack Problem Understanding and Data Preparation Technical requirements Understanding the business problem and proposing a solution Practical project ? diamond prices Practical project ? credit card default Dataset Understanding ? Exploratory Data Analysis Technical requirements What is EDA? Univariate EDA Bivariate EDA Introduction to graphical multivariate EDA Predicting Numerical Values with Machine Learning Technical requirements Introduction to ML Practical considerations before modeling MLR Lasso regression KNN Training versus testing error Predicting Categories with Machine Learning Technical requirements Classification tasks Credit card default dataset Logistic regression Classification trees Random forests Training versus testing error Multiclass classification Naive Bayes classifiers Introducing Neural Nets for Predictive Analytics Technical requirements Introducing neural network models Introducing TensorFlow and Keras Regressing with neural networks Classification with neural networks The dark art of training neural networks Model Evaluation Technical requirements Evaluation of regression models Evaluation for classification models The k-fold cross-validation Model Tuning and Improving Performance Technical requirements Hyperparameter tuning Improving performance Implementing a Model with Dash Technical requirements Model communication and/or deployment phase Introducing Dash Implementing a predictive model as a web application Additional course details: Nexus Humans Hands-on Predicitive Analytics with Python (TTPS4879) 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 Hands-on Predicitive Analytics with Python (TTPS4879) 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.