425 Engineering courses in Cheshunt delivered Live Online

Why Vectorworks 2D Basics Level Training Course? Vectorworks excels in 2D design, delivering exceptional results and serving as a robust 2D design tool. The Fundamentals course provides customizable tools for precise 2D drawings, while VectorWorks Architect streamlines the process with user-friendly, easy-to-learn tools. Click here for more info: Website Course Details: 10 hrs, Flexible 1-on-1 sessions, in-person or online. 9 am and 7 pm (Mon-Sat).10 hours, split as needed for your schedule. Module 1: Understanding CAD and Vectorworks The Role of CAD in Design Introduction to Vectorworks Software Module 2: Setting Up Your Workspace Workspace Configuration Basic Options and Preferences Module 3: Foundational Drawing Skills Drawing Techniques Selecting Objects Module 4: Advanced Object Editing Combining Shapes Mirroring Objects Rotating Objects Grouping Objects Module 5: Precision Drawing and Scaling Working with Scale Setting Preferences Saving Templates Module 6: Accurate Object Placement Drawing Precision Moving Objects Precisely Module 7: Advanced Editing Techniques Using Fillet Employing Offset Module 8: Introduction to Object Attributes and Groups Basic Attributes Editing Object Groups Module 9: Duplicating Objects Linear Duplicates Rectangular Duplicates Circular Duplicates Module 10: Creating Room Plans Designing Walls Incorporating Windows and Doors Module 11: Room Plan Development Room Plan Drawing Methods Module 12: Utilizing Additional Attributes Hatch Patterns Gradients Image Fills Module 13: Drawing Elevations Elevation Techniques Effective Methods Module 14: Importing Images for Graphics Graphic Illustration Image Integration Module 15: Symbols and Resource Management Creating Symbols Introduction to Resource Browser Module 16: Organizing Drawings with Design Layers Design Layer Usage Module 17: Labeling Drawings and Title Blocks Drawing Labels Title Block Text Module 18: Plotting and Printing User Interface and Terminology Printing Techniques Module 19: Creating Drawing Sheets A1, A2, and A3 Sheets Module 20: Utilizing Viewports Multiple Views Module 21: Professional Model Presentation Paper Space Presentation Converting to PDFs Module 22: Managing Files and Projects Module 23: Displaying Objects and Terminology Module 24: Objects and Data Management Module 25: Precise Object Placement Object Snaps Quick Select Module 26: Dividing and Measuring Objects Module 27: Dimensioning and Annotation Module 28: Working with Text Module 29: Custom Tool Palettes Module 30: Organizing Tool Palettes Module 31: Effective Tool Palette Usage Module 32: Standard Views and Drawing Techniques Module 33: Drawing Curves Arcs, Donuts, and Ellipses Module 34: Real-World Units and Measurements Module 35: Object Manipulation Changing Object Angles Module 36: File Management Saving, Exiting, and Opening Projects Module 37: Creating Mirror Images Module 38: Introduction to 3D Modeling Creating Extrusions Basic 3D Concepts Outcomes and Vectorworks Jobs: Vectorworks Proficiency: Gain expertise in using Vectorworks software for design tasks. 2D Design Skills: Create accurate 2D drawings and architectural plans. Advanced Editing: Efficiently manipulate and edit objects in your designs. Precision Drawing: Develop skills for precise scaling and drawing. These skills open doors to careers in design, architecture, engineering, entertainment, and more. Potential Jobs: Architectural Drafter Interior Designer Landscape Designer AD Technician Graphic Designer Construction Estimator Product Designer Set Designer Event Planner Urban Planner Vectorworks 2D Training Course Our Vectorworks training is thoughtfully designed to educate and inspire designers at every skill level. Whether you're just starting or a seasoned pro, our courses will furnish you with fresh skills, streamline your workflows, and unleash the full potential of your Vectorworks software. Online Training Choices Tailored Online Sessions: Customized training sessions tailored to your specific requirements and skill level. Virtual Classroom: Participate in interactive virtual classes from the convenience of your workspace. Getting Started Guides: Comprehensive guides to assist you in navigating the fundamentals of Vectorworks. In-Person Training Opportunities Customized On-Site Sessions: Hands-on training delivered directly to your office or at regional events. One-to-One: Engage in interactive learning at our training locations. Download Vectorworks https://www.vectorworks.net Personalized One-on-One Training: Get individualized attention and customized instruction. Flexible Scheduling: Choose your preferred training time and day to suit your schedule. Post-Course Assistance: Access free online support after course completion. Comprehensive Learning Materials: Receive PDF notes and handouts to enhance your learning. Certificate of Completion: Earn a recognition certificate upon successfully finishing the course. Affordable Rates: Enjoy cost-effective training rates. Software Setup Assistance: Receive help setting up the software on your computer. Referral Benefits: Recommend a friend and receive discounts on future courses. Group Training Discounts: Special discounts available for group training sessions. Convenient Availability: Access training sessions from Monday to Sunday, with extended hours. Tailored Training: Receive customized, bespoke training tailored to your specific requirements.

Tea 'N Chat free event - Talk with LINETTE MANUEL about 3D Fashion printing.

Duration 4 Days 24 CPD hours This course is intended for Cisco integrators and partners Network operators Network administrators Optical network administrators System administrators System integrators and professional services Overview After taking this course, you should be able to: Describe Cisco EPN Manager's features and navigate the Cisco EPN Manager's user interface Understand the network inventory, topologies, and circuits Manage dashboards, alarms, and events Create and interpret reports Distinguish the system requirements for Cisco EPN Manager, and procedures for new installations, upgrades, licensing, and high availability Manage device groups and virtual domains Establish user accounts and their role-based access to EPN Manager's features and devices Configure and combine devices Perform backups and restores Manage data retention, purging, and software updates Monitor system health and performance Update and manage software images Archive, review, and restore configuration files Configure Quality of Service (QoS) actions and policies Configure devices using templates Perform compliance audits Configure monitoring policies Provision Carrier Ethernet services Provision Multiprotocol Label Switching (MPLS) Traffic Engineering (TE) services Provision Circuit Emulation (CEM) services Provision an Optical Channel Network Connection (OCHNC) circuit Provision an Optical Channel Client Connection (OCHCC) circuit Provision an optical Media Channel Group with an OCHCC circuit Describe how Cisco EPN Manager can work with Cisco Network Services Orchestrator (NSO) to provide automated service provisioning The Configuring and Operating Cisco EPN Manager (EPNM100) v4.0 course shows you how to create efficient and agile network management through automated device operations, fast provisioning install, network configuration, dashboard management, and device management using Cisco¸ Evolved Programmable Network (EPN) Manager. Through a combination of lessons and hands-on labs, you will learn to maximize the benefits of the Cisco EPN Manager as a simplified, flexible, and cost-effective end-to-end lifecycle management solution for network provisioning, and network assurance management for today?s converging packet and optical multilayer networks. Exploring Cisco EPN Manager Cisco EPN Manager Overview Cisco EPN Manager Key Features Viewing Devices and Inventory Device Types View Devices Viewing Network Topologies and Circuits Topology Map Basics Change Information Displayed Using Dashboards Dashboards Overview Customize Dashboards Managing Alarms and Events Alarms and Events Overview View Alarms and Events Generating Reports Report Fundamentals Create and Schedule Reports Performing Basic Administration Installation Basics Perform Server Setup Adding Devices Device Management Fundamentals Add a Device Manually Add User-Defined Fields Backup and Restoring Backup Fundamentals Schedule a Backup Performing System Maintenance Software Updates Data Retention and Purging Software Image Management (SWIM) Software Image Management Fundamentals Setting Up Software Image Management Configuration Management Configuration Management Fundamentals Archive Setup Configuring QoS QoS Basics Create a Classification Profile Configuring Devices with Templates Device Configuration Methods Template Basics Performing Compliance Management Compliance Audit Basics Compliance Policy Basics Monitoring with Policies Monitoring Policy Fundamentals Edit a Monitoring Policy Circuit and Video Conferencing (VC) Fundamentals Circuit Provisioning Basics Supported Service Types Provisioning Carrier Ethernet Services Provision a Carrier Ethernet Service Verify a Service Provisioning Cisco MPLS Traffic Engineering Services Cisco MPLS TE Service Basics Provision a Cisco MPLS TE Service Provisioning Circuit Emulation Services Circuit Emulation Services Basics Provision a CEM Service Provisioning an OCHNC Circuit OCHNC Circuit Basics Set Up Devices for Circuit Provisioning an Optical OCHCC Circuit OCHCC Circuit Basics Set Up Devices for Circuit Provisioning a Media Channel Group with an OCHCC Circuit Media Channel Group with OCHCC Basics Provision a Media Channel Group Introducing Cisco EPN Manager with Cisco NSO Cisco EPN Manager with Cisco NSO Basics For More Information Additional course details: Nexus Humans Cisco Configuring and Operating Cisco EPN Manager v4.0 (EPNM100) 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 Configuring and Operating Cisco EPN Manager v4.0 (EPNM100) 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 Network professionals, including systems engineers Channel Partners Customers Overview After taking this course, you should be able to: Describe IP multicast services Identify IP multicast issues on a data link layer Explain why Protocol Independent Multicast Sparse Mode (PIM-SM) is the most current scalable IP multicast routing protocol Describe Rendezvous Point (RP) distribution solutions Recognize the drawbacks of the PIM-SM and describe two extensions to provide possible solutions Explain basic concepts of Multiprotocol BGP (MP-BGP) and its use in the IP multicast environment Configure and deploy Multicast Source Discovery Protocol (MSDP) in the interdomain environment Describe solutions to mitigate security issues in the IP multicast network Describe the process of monitoring and maintaining multicast high-availability operations Design multicast-related application and network solutions in customer and service provider networks The Implementing Cisco Multicast (MCAST) v2.0 course teaches you the fundamentals of IP multicasting, including multicast applications, sources, receivers, group management, and IP multicast routing protocols such as Protocol Independent Multicast (PIM) used within a single administrative domain. You will learn about issues in switched LAN environments and reliable IP multicasting, and technical solutions for simple deployments of IP multicast within a provider or customer network. The course reviews the configuration and troubleshooting guidelines for implementation of IP multicast on Cisco© routers. Labs offer hands-on experience to help you prepare to deploy IP multicast successfully. Course Outline Module 1: IP Multicast Concepts and Technologies Module 2: Multicast on the LAN Module 3: PIM Sparse Mode Module 4: Rendezvous Point Engineering Module 5: PIM Sparse Mode Protocol Extensions Module 6: Multiprotocol Extensions for BGP Module 7: Interdomain IP Multicast Module 8: IP Multicast Security Module 9: Multicast Optimization and High-Availability Features Module 10: Applications of Multicast

Duration 1 Days 6 CPD hours This course is intended for This course is intended for: A technical audience at an intermediate level Overview Using Amazon SageMaker, this course teaches you how to: Prepare a dataset for training. Train and evaluate a machine learning model. Automatically tune a machine learning model. Prepare a machine learning model for production. Think critically about machine learning model results In this course, learn how to solve a real-world use case with machine learning and produce actionable results using Amazon SageMaker. This course teaches you how to use Amazon SageMaker to cover the different stages of the typical data science process, from analyzing and visualizing a data set, to preparing the data and feature engineering, down to the practical aspects of model building, training, tuning and deployment. Day 1 Business problem: Churn prediction Load and display the dataset Assess features and determine which Amazon SageMaker algorithm to use Use Amazon Sagemaker to train, evaluate, and automatically tune the model Deploy the model Assess relative cost of errors Additional course details: Nexus Humans Practical Data Science with Amazon SageMaker 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 Practical Data Science with Amazon SageMaker 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 This course is a must-have for the Business Analyst, Business Systems Analyst, Systems Analyst, and Requirements Engineer. The Business Sponsor and the Project Manager who are actively involved with specifying requirements for their project will also benefit from this workshop. Overview Describe the planning, techniques, and partnerships that are vital to the success of requirements elicitationIdentify and differentiate between the different types of requirements that need to be elicitedDescribe the importance of documenting business objectives and project scope before eliciting requirementsUtilize a context diagram to scope the requirementsUtilize a process, techniques, and templates for stakeholder identification and analysisApply industry best practices to common issues with Stakeholders during requirements elicitationPlan and conduct a good InterviewIntroduce standards in process modelingPlan and develop a prototype to elicit requirements In this interactive 2-day course, you will learn how to enhance and refine your elicitation skills. Working in small groups, you will practice new techniques and discuss strategies that your organization should be using to better define stakeholder needs. Day 1 Unit 1: Course Introduction Unit 2: Fundamentals of Requirements Elicitation Unit 3: Understanding the Project Objectives and Scope Unit 4: Identifying and Analyzing Your Stakeholders Unit 5: Interviewing Techniques Day 2 Unit 6: Facilitation Techniques Unit 7: Process Modeling Unit 8: Prototyping Unit 9: Document Analysis, Interface analysis, and Reverse Engineering Unit 10: Course Summary Additional course details: Nexus Humans BA26 - Requirements Elicitation 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 BA26 - Requirements Elicitation 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.

Electronics Equipment Repair 2 (Online Virtual Classroom) is a follow on course to Electronics Equipment Repair 1. This course builds on the skills gained and enables participants to build, test and fault-find more complex Analogue Electronic circuits

Duration 5 Days 30 CPD hours This course is intended for Tier 1 Operators, administrators, and architects for VMware Horizon Overview By the end of the course, you should be able to meet the following objectives: Recognize the features and benefits of VMware Horizon Define a use case for your virtual desktop and application infrastructure Use vSphere to create VMs to be used as desktops for VMware Horizon Create and optimize Windows VMs to create VMware Horizon desktops Install and Configure Horizon Agent on a VMware Horizon desktop Configure, manage, and entitle desktop pools of full VMs Configure and manage the VMware Horizon Client systems and connect the client to a VMware Horizon desktop Configure, manage, and entitle pools of instant-clone desktops Create and use Remote Desktop Services (RDS) desktops and application pools Monitor the VMware Horizon environment using the VMware Horizon Console Dashboard and Horizon Help Desk Tool Identify VMware Horizon Connection Server installation, architecture, and requirements Describe the authentication and certificate options for the VMware Horizon environment Recognize the integration process and benefits of Workspace ONE Access™ and Horizon 8 Compare the remote display protocols that are available in VMware Horizon Describe the 3D rendering options available in Horizon 8 Discuss scalability options available in Horizon 8 Describe different security options for the Horizon environment This five-day course gives you the hands-on skills to deliver virtual desktops and applications through a single virtual desktop infrastructure platform. You build on your skills in configuring and managing VMware Horizon© 8 through a combination of lecture and hands-on labs. You learn how to configure and deploy pools of virtual machines and how to provide a customized desktop environment to end-users. Additionally, you learn how to install and configure a virtual desktop infrastructure platform. You learn how to install and configure VMware Horizon© Connection Server?, VMware Unified Access Gateway?, how to configure a load balancer for use with Horizon, and how to establish Cloud Pod Architecture. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Horizon Recognize the features and benefits of Horizon Describe the conceptual and logical architecture of Horizon Introduction to Use Case Convert customer requirements to use-case attributes Define a use case for your virtual desktop and application infrastructure vSphere for VMware Horizon Explain basic virtualization concepts Use VMware vSphere© Client? to access your VMware vCenter System and VMware ESXi? hosts Create a Windows virtual machine using vSphere Create Windows Desktops Outline the steps to install Horizon Agent on Windows virtual machines Install Horizon Agent on a Windows virtual Machine Optimize and prepare Windows virtual machines to set up Horizon desktop VMs Create Linux Desktops Create a Linux VM for Horizon Install Horizon Agent on a Linux virtual machine Optimize and prepare Linux virtual machines to set up Horizon desktop VMs Creating and Managing Desktop Pools Identify the steps to set up a template for desktop pool deployment List the steps to add desktops to the VMware Horizon© Connection Server? inventory Compare dedicated-assignment and floating-assignment pools Outline the steps to create an automated pool Define user entitlement Explain the hierarchy of global, pool-level, and user-level policies VMware Horizon Client Options Describe the different clients and their benefits Access the Horizon desktop using various Horizon clients and HTML Configure integrated printing, USB redirection, and the shared folders option Configure session collaboration and media optimization for Microsoft Teams Creating and Managing Instant-Clone Desktop Pools List the advantages of instant clones Explain the provisioning technology used for instant clone desktop pools Set up an automated pool of instant clones Push updated images to instant clone desktop pools Creating RDS Desktop and Application Pools Explain the difference between an RDS desktop pool and an automated pool Compare and contrast an RDS session host pool, a farm, and an application pool Create an RDS desktop pool and an application pool Access RDS desktops and application from Horizon Client Use the instant clone technology to automate the build-out of Remote Desktop Session Host farms Configure load-balancing for RDSHs on a farm Monitoring VMware Horizon Monitor the status of the Horizon components using the Horizon Administrator console dashboard Monitor desktop sessions using the HelpDesk tool Monitor the performance of the remote desktop using the Horizon Performance Tracker Horizon Connection Server Recognize the VMware Horizon reference architecture Identify the Horizon Connection Server supported features Identify the recommended system requirements for Horizon Connection Server Configure the Horizon event database Outline the steps for the initial configuration of Horizon Connection Server Discuss the AD LDS database as a critical {an important component?} component of the Horizon Connection Server installation Horizon Protocols Compare the remote display protocols that are available in VMware Horizon Describe the BLAST Display Protocol Codecs Summarize the BLAST Codec options List the ideal applications for each BLAST codec Describe the BLAST and PCoIP ADMX GPO common configurations Graphics in Horizon Describe the 3D rendering options available in Horizon 8 Compare vSGA and vDGA List the steps to configure graphics cards for use in a Horizon environment Securing Connections: Network Compare tunnels and direct connections for client access to desktops Discuss the benefits of using Unified Access Gateway List the Unified Access Gateway firewall rules Configure TLS certificates in Horizon Securing Connections: Authentication Compare the authentication options that Horizon Connection Server supports Restrict access to the Horizon remote desktops using restricted entitlements Describe the smart card authentication methods that Horizon Connection Server supports Explain the purpose of permissions, roles, and privileges in VMware Horizon Create custom roles Horizon Scalability Describe the purpose of a replica connection server Explain how multiple Horizon Connection Server instances in a pod maintain synchronization List the steps to configure graphics cards for use in a Horizon environment Configure a load balancer for use in a Horizon environment Explain Horizon Cloud Pod Architecture LDAP replication. Explain Horizon Cloud Pod Architecture scalability options Horizon Cloud and Universal Broker Recognize the features and benefits of Horizon Cloud Service Use Universal broker to connect to a Horizon Cloud instance Configure and pair the Horizon Cloud Connector appliance with Horizon Connection Server Workspace ONE Access and Virtual Application Management Recognize the features and benefits of Workspace ONE Access Explain identity management in Workspace ONE Access Explain access management in Workspace ONE Access Describe the requirements to install and configure True SSO in a Horizon environment Describe the Workspace ONE Access directory integration Deploy virtual applications with Workspace services Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon: Deploy and Manage [V8.8] 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 Horizon: Deploy and Manage [V8.8] 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.

Artificial Intelligence (AI) is the most disruptive technology since the internet came onto the scene. AI is transforming every aspect of how we manage projects from developing a business case, to planning the work, managing risk, and tracking performance. Because the technology and market are moving so fast, it can be difficult to know how to start using AI on projects. Generative AI for Project Management will engage you with diverse Generative AI tools to start, plan, and manage either your own project or a generic case study. We will embrace a tool agnostic approach to adopting, integrating, and scaling Generative AI without compromising data or trust. You will have hands-on practice utilizing AI tools to optimize your time and your outcomes. You will be accessing a variety of AI tools requiring you to register for a free account. A computer is required for all traditional classroom deliveries. None At the end of this program, you will be able to: Define essential terms and concepts related to artificial intelligence (AI) Illustrate how prompts facilitate interaction with Generative AI Recognize the capabilities of Large Language Models Craft prompts to develop project origination documents Create prompts to assist in planning a project Develop user stories with Generative AI Analyze project performance using Generative AI Identify the limitations of Generative AI Identify the risks associated with using Generative AI Articulate the need for governance and ethics when establishing an AI program in an organization Course Overview Getting Started Foundation Concepts Understanding essential terms and concepts related to AI Exploring various Generative AI Models Understanding Prompts Creating Prompts for Project Startup Prompts for starting a project Prompts for planning a project Best Practices for prompt engineering Creating Prompts for Managing Projects Creating agile user stories Measuring project performance Analyzing a schedule Using Generative AI Responsibly Limitations of AI Models Establishing an AI governance framework Future trends and next steps Summary and Next Steps

Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client