3021 Engineering courses in Farnborough delivered Online

Duration 5 Days 30 CPD hours This course is intended for Security Professionals working with Kubernetes Clusters Container Orchestration Engineers DevOps Professionals Overview In this course, students will learn and practice essential Kubernetes concepts and tasks in the following sections: Cloud Security Fundamentals Cluster Hardening System Hardening Minimize Microservice Vulnerabilities Supply Chain Security Disaster Recovery Secure Back-up and Restore This class prepares students for the Certified Kubernetes Security Specialist (CKS) exam. Kubernetes is a Cloud Orchestration Platform providing reliability, replication, and stabilitywhile maximizing resource utilization for applications and services. By the conclusion of this hands-on, vendor agnostic training you will be equipped with a thorough understanding ofcloud security fundamentals, along with the knowledge, skills and abilities to secure a Kubernetes cluster, detect threats, and properly resolve a security catastrophe. This courseincludes hands-on instruction which develops skills and knowledge for securing container-based applications and Kubernetes platforms, during build, deployment, and runtime. We prioritizecovering all objectives and concepts necessary for passing the Certified Kubernetes Security Specialist (CKS) exam. You will be provided the components necessary to assemble your ownhigh availability Kubernetes environment and harden it for your security needs. Learning Your Environment Underlying Infrastructure Using Vim Tmux Cloud Security Primer Basic Principles Threat Analysis Approach CIS Benchmarks Securing your Kubernetes Cluster Kubernetes Architecture Pods and the Control Plane Kubernetes Security Concepts Install Kubernetes using kubeadm Configure Network Plugin Requirements Kubeadm Basic Cluster Installing Kubeadm Join Node to Cluster Kubeadm Token Manage Kubeadm Tokens Kubeadm Cluster Upgrade Securing the kube-apiserver Configuring the kube-apiserver Enable Audit Logging Falco Deploy Falco to Monitor System Calls Enable Pod Security Policies Encrypt Data at Rest Encryption Configuration Benchmark Cluster with Kube-Bench Kube-Bench Securing ETCD ETCD Isolation ETCD Disaster Recovery ETCD Snapshot and Restore Purge Kubernetes Purge Kubeadm 3Purge Kubeadm Image Scanning Container Essentials Secure Containers Creating a Docker Image Scanning with Trivy Trivy Snyk Security Manually Installing Kubernetes Kubernetes the Alta3 Way Deploy Kubernetes the Alta3 Way Validate your Kubernetes Installation Sonobuoy K8s Validation Test Kubectl (Optional) Kubectl get and sorting kubectl get kubectl describe Labels (Optional) Labels Labels and Selectors Annotations Insert an Annotation Securing your Application Scan a Running Container Tracee Security Contexts for Pods Understanding Security Contexts AppArmor Profiles AppArmor Isolate Container Kernels gVisor Pod Security Pod Security Policies Deploy a PSP Pod Security Standards Enable PSS Open Policy Agent (OPA) Admission Controller Create a LimitRange Open Policy Agent Policy as Code Deploy Gatekeeper User Administration Contexts Contexts Authentication and Authorization Role Based Access Control Role Based Access Control RBAC Distributing Access Service Accounts Limit Pod Service Accounts Securing Secrets Secrets Create and Consume Secrets Hashicorp Vault Deploy Vault Securing the Network Networking Plugins NetworkPolicy Deploy a NetworkPolicy mTLS Linkerd mTLS with istio istio Threat Detection Active Threat Analysis Host Intrusion Detection Deploy OSSEC Network Intrusion Detection Deploy Suricata Physical Intrusion Detection Disaster Recovery Harsh Reality of Security Deploy a Response Plan Kasten K10 Backups Deploy K10

Overview This comprehensive course on The Birth of the Railway Age in Glasgow will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This The Birth of the Railway Age in Glasgow comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this The Birth of the Railway Age in Glasgow. It is available to all students, of all academic backgrounds. Requirements Our The Birth of the Railway Age in Glasgow is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 5 lectures • 01:07:00 total length •Module 01: The Monkland Canal: 00:16:00 •Module 02: The Monklands and Kirkintilloch Railway: 00:12:00 •Module 03: The Garnkirk and Glasgow Railway: 00:12:00 •Module 04: The Story of the Railway Works in Springburn Glasgow: 00:20:00 •Module 05: The Ballachulish Railway: 00:07:00

Duration 5 Days 30 CPD hours This course is intended for This course is designed for Java developers who want to learn more about the specifications that comprise the world of Java Enterprise Edition (Java EE). Overview As a result of attending this course, you should be able to describe most of the specifications in Java EE 7 and create a component with each specification. You will be able to convert a Java SE program into a multi-tiered Java EE application. You should be able to demonstrate these skills: Describe the architecture of multi-tiered Java EE applications. Package Java EE applications and deploy to Red Hat JBoss Enterprise Application Platform with various tools. Create an Enterprise Java Bean instance. Manage the persistence of data using Java Persistence API. Create a web service using JAX-RS. Properly apply context scopes to beans and inject resources into Java Beans. Store and retrieve messages using the Java Messaging Service. Secure a Java EE application. Red Hat Application Development I: Programming in Java EE with exam (AD184) exposes experienced Java Standard Edition (Java SE) developers to the world of Java Enterprise Edition (Java EE). This course is based on Red Hat© Enterprise Application Platform 7.0. This course is a combination of Red Hat Application Development I: Programming in Java EE (AD183) and Red Hat Certified Enterprise Application Developer Exam (EX183). In this course, you will learn about the various specifications that make up Java EE. Through hands-on labs, you will transform a simple Java SE command line application into a multi-tiered enterprise application using various Java EE specifications, including Enterprise Java Beans, Java Persistence API, Java Messaging Service, JAX-RS for REST services, Contexts and Dependency Injection (CDI), and JAAS for securing the application. Transition to multi-tiered applications Describe Java EE features and distinguish between Java EE and Java SE applications. Package and deploying applications to an application server Describe the architecture of a Java EE application server, package an application, and deploy the application to an EAP server. Create Enterprise Java Beans Develop Enterprise Java Beans, including message-driven beans. Manage persistence Create persistence entities with validations. Manage entity relationships Define and manage JPA entity relationships. Create REST services Create REST APIs using the JAX-RS specification. Implement Contexts and Dependency Injection Describe typical use cases for using CDI and successfully implement it in an application. Create messaging applications with JMS Create messaging clients that send and receive messages using the JMS API. Secure Java EE applications Use JAAS to secure a Java EE application. Comprehensive review of Red Hat JBoss Development I: Java EE Demonstrate proficiency of the knowledge and skills obtained during the course. Additional course details: Nexus Humans Red Hat Application Development I: Programming in Java EE with exam (AD184) 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 Red Hat Application Development I: Programming in Java EE with exam (AD184) 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.

Unlock your potential in the construction industry with our comprehensive training programme, meticulously designed to elevate your expertise and ensure your success. Immerse yourself in a robust curriculum that navigates through the intricacies of construction management, surveying techniques, and cutting-edge technology. You'll delve into the essential principles of building pathology and adaptation, ensuring you have a solid foundation in understanding the dynamics of building structures. Navigate the complexities of procurement and contract administration, and grasp the critical legal aspects that govern the industry. Our training ensures you master the art of cost estimation, from the fundamental elements to advanced methodologies specific to the construction industry. Key Features: CPD Certified Developed by Specialist Lifetime Access Embrace the future of construction with in-depth knowledge of Building Information Modelling and refined report writing skills. Our programme is crafted to provide you with a holistic understanding of construction material management and effective cost management strategies. You'll be equipped to tackle the challenges of modern construction projects with confidence and precision. Join us and transform your career, gaining insights that will keep you ahead in a rapidly evolving field. Our expertly curated modules are your gateway to mastering the essential facets of the construction industry, providing you with the tools to excel and lead with confidence. Course Curriculum Module 01: Introduction to Construction Management Module 02: Building Survey An Introduction Module 03: The Procedure of Building Survey and Surveys of Module 04: Building Technology Module 05: Building Pathology Module 06: Building Adaptation Module 07: Building Procurement and Contract Administration Module 08: Building Law Principles Module 09: Legal Aspects Module 10: Role of Cost Estimator and New Aspects of Cost Estimation Module 11: Elements and Factors Influencing Cost Estimation Module 12: Cost Estimation Module 13: Cost Estimation in the Construction Industry Module 14: Cost Management Module 15: Management of Material for Construction Module 16: Building Information Modelling Module 17: Report Writing Learning Outcomes Understand construction management principles and procedures in building surveying. Conduct comprehensive building surveys and assessments effectively. Apply advanced building technology knowledge in various contexts. Diagnose building pathology issues accurately and efficiently. Navigate building procurement and contract administration processes. Manage cost estimation and material procurement in construction projects. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring building surveyors seeking foundational knowledge. Construction managers expanding their surveying expertise. Architects needing comprehensive building assessment skills. Real estate professionals interested in building technology. Engineers looking to enhance cost estimation abilities. Career path Building Surveyor Construction Manager Cost Estimator Building Consultant Property Manager Building Inspector Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock your potential in the construction industry with our comprehensive training programme, meticulously designed to elevate your expertise and ensure your success. Immerse yourself in a robust curriculum that navigates through the intricacies of construction management, surveying techniques, and cutting-edge technology. You'll delve into the essential principles of building pathology and adaptation, ensuring you have a solid foundation in understanding the dynamics of building structures. Navigate the complexities of procurement and contract administration, and grasp the critical legal aspects that govern the industry. Our training ensures you master the art of cost estimation, from the fundamental elements to advanced methodologies specific to the construction industry. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access Embrace the future of construction with in-depth knowledge of Building Information Modelling and refined report writing skills. Our programme is crafted to provide you with a holistic understanding of construction material management and effective cost management strategies. You'll be equipped to tackle the challenges of modern construction projects with confidence and precision. Join us and transform your career, gaining insights that will keep you ahead in a rapidly evolving field. Our expertly curated modules are your gateway to mastering the essential facets of the construction industry, providing you with the tools to excel and lead with confidence. Course Curriculum Module 01: Introduction to Construction Management Module 02: Building Survey An Introduction Module 03: The Procedure of Building Survey and Surveys of Module 04: Building Technology Module 05: Building Pathology Module 06: Building Adaptation Module 07: Building Procurement and Contract Administration Module 08: Building Law Principles Module 09: Legal Aspects Module 10: Role of Cost Estimator and New Aspects of Cost Estimation Module 11: Elements and Factors Influencing Cost Estimation Module 12: Cost Estimation Module 13: Cost Estimation in the Construction Industry Module 14: Cost Management Module 15: Management of Material for Construction Module 16: Building Information Modelling Module 17: Report Writing Learning Outcomes Understand construction management principles and procedures in building surveying. Conduct comprehensive building surveys and assessments effectively. Apply advanced building technology knowledge in various contexts. Diagnose building pathology issues accurately and efficiently. Navigate building procurement and contract administration processes. Manage cost estimation and material procurement in construction projects. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring building surveyors seeking foundational knowledge. Construction managers expanding their surveying expertise. Architects needing comprehensive building assessment skills. Real estate professionals interested in building technology. Engineers looking to enhance cost estimation abilities. Career path Building Surveyor Construction Manager Cost Estimator Building Consultant Property Manager Building Inspector Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Overview Sustainable construction and design have become essential in today's rapidly evolving world. This LEED V4: Building Design and Construction course offers comprehensive insights into how sustainable construction can be achieved, keeping in line with global green standards. From introductions to in-depth dives into critical topics, the curriculum will guide participants through the intricate world of sustainable building. Moreover, a study showed that buildings cover over 50% of all global emissions. Ensuring our buildings are efficiently designed and constructed is non-negotiable if we want to move towards a more sustainable future. So, enrol today and pave your way to a brighter tomorrow.  How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this LEED V4: Building Design and Construction. It is available to all students, of all academic backgrounds. Requirements Our LEED V4: Building Design and Construction is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 79 lectures • 04:13:00 total length •Introduction: 00:01:00 •Getting Started: 00:04:00 •Minimum Program Requirements: 00:07:00 •Rating System Selection: 00:07:00 •Integrative Process: 00:04:00 •Integrative Project Planning and Design: 00:02:00 •Overview: 00:03:00 •Neigbourhoud Development: 00:03:00 •Sensitive Land: 00:02:00 •Surrounding Density & Diverse Uses: 00:07:00 •High Priority Site: 00:02:00 •Access to Quality Transit: 00:06:00 •Bicycle Facilities: 00:06:00 •Reduced Parking Footprint: 00:04:00 •Green Vehicles: 00:04:00 •Overview: 00:02:00 •Construction Activity Pollution Prevention: 00:03:00 •Environmental Site Assessment: 00:03:00 •Restore or Protect Habitat: 00:04:00 •Open Space: 00:03:00 •Rainwater Management: 00:03:00 •Heat Island Reduction: 00:04:00 •Light Pollution Reduction: 00:05:00 •Site Master Plan: 00:02:00 •Tenant Design and Construction Guidelines: 00:02:00 •Places of Respite: 00:03:00 •Direct Exterior Access: 00:02:00 •Joint Use Facilities: 00:03:00 •Overview: 00:01:00 •Prereq Outdoor Water Use: 00:03:00 •Prereq Indoor Water Use: 00:04:00 •Prereq Building Water Metering: 00:02:00 •Credit Outdoor Water Use: 00:02:00 •Credit Indoor Water Use: 00:03:00 •Cooling Tower Water use: 00:03:00 •Building Water Metering Credit: 00:02:00 •Overview: 00:02:00 •Fundamental Commissioning & Verification: 00:04:00 •Minimum Energy Performance: 00:05:00 •Prereq Building Level Energy Metering: 00:02:00 •Fundamental Refrigerant Management: 00:02:00 •Enhanced Commissioning: 00:05:00 •Minimum Energy Performance: 00:04:00 •Advanced Energy Metering: 00:02:00 •Demand Response: 00:03:00 •Renewable Energy Production: 00:02:00 •Enhanced Refrigerant Management: 00:03:00 •Green Powerand Carbon Offsets: 00:02:00 •Overview: 00:02:00 •Storage and Collection of Recyclables: 00:03:00 •Construction and Demolition Waste Management Planning: 00:02:00 •Preq PBT Source Reduction - Mercury: 00:03:00 •Building Life-Cycle Impact Reduction: 00:05:00 •BPDO-Environmental Product Declaration: 00:04:00 •BPDO-Sourcing of Raw Materials (2020 Update Web): 00:03:00 •BPDO-Material Ingredients: 00:05:00 •PBT Source Reduction - Mercury Credit: 00:02:00 •PBT Source Reduction - Lead Cadmium Copper: 00:03:00 •Furniture and Medical Furnishings: 00:04:00 •Design for Flexibilty: 00:02:00 •Construction and Demolition Waste Management: 00:03:00 •Overview: 00:01:00 •Min Indoor Air Quality Performance: 00:06:00 •Environmental Tobacco Smoke Control: 00:03:00 •Minimum Accoustic Performance: 00:03:00 •Enhanced Indoor Air Quality Strategies: 00:02:00 •Low Emitting Materials: 00:03:00 •Construction Indoor Air Quality Management Plan: 00:04:00 •Indoor Air Quality Assessment: 00:03:00 •Thermal Comfort: 00:04:00 •Interior Lighting: 00:06:00 •Daylight: 00:06:00 •Quality Views: 00:03:00 •Accoustic Performance: 00:03:00 •Innovation Credit: 00:03:00 •Innovation LEED AP: 00:01:00 •Regional Priority Overview: 00:01:00 •Regional Priority Credit: 00:02:00 •Completion: 00:01:00

In today's modern world, the importance of mastering Roofing cannot be overstated. As buildings continue to rise and expand, the demand for skilled roofing professionals is ever-present. The Roofing Training Essentials course offers a comprehensive understanding of roofing techniques, tools, and safety protocols through modules covering everything from basic essentials to advanced installation techniques. With a 15% increase in roofing projects and a 20% rise in demand for skilled roofers across the UK, learning the intricacies of roofing is not just valuable-it's essential for securing lucrative job opportunities. In the UK, roofers earn an average annual salary of £30,000, making it a financially rewarding career path. Moreover, by enrolling in this course, individuals gain a competitive edge in a sector where expertise is in high demand. Don't miss out on this opportunity to acquire valuable knowledge and skills in roofing Enroll in the Roofing Training Essentials course today to kickstart your career in this thriving industry. Key Features: CPD Certified Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Roofing Essentials Module 03: Advanced Roofing Installation Techniques Module 02: Essential Roofing Tools and Equipment Module 05: Roof Maintenance Fundamentals Module 04: Mastering Common Roofing Systems Installation Module 06: Estimation Techniques and Costing Module 07: Exploring Roofing Sustainability Module 08: Roofing Safety Protocols and Regulations Learning Outcomes: Identify roofing materials, techniques, and tools for efficient installations. Demonstrate proficiency in maintaining and repairing various roofing systems. Implement common roofing systems with precision and adherence to standards. Calculate accurate estimations and costs for roofing projects effectively. Analyze the sustainability factors influencing roofing practices for environmental impact. Apply safety protocols and regulations ensuring secure roofing operations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Roofing: Roofing Training Essentials course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Roofing: Roofing Training Essentials. Moreover, this course is ideal for: Construction workers seeking roofing specialization. Roofing apprentices aiming to enhance foundational knowledge. Building inspectors interested in understanding roofing installation techniques. Project managers requiring insights into roofing estimation and costing. Environmental enthusiasts exploring sustainable roofing practices. Requirements There are no requirements needed to enrol into this Roofing Training Essentials course. We welcome individuals from all backgrounds and levels of experience to enrol into this Roofing Training Essentials course. Career path After finishing this Roofing Training Essentials course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Roofing Training Essentials are: Roofer - £20K to £35K/year. Roofing Supervisor - £30K to £45K/year. Roofing Estimator - £25K to £40K/year. Roofing Project Manager - £35K to £50K/year. Roofing Safety Officer - £28K to £42K/year. Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Duration 3 Days 18 CPD hours Overview In this course you?ll learn how to: Containerize and deploy a new Python script Configure the deployment with ConfigMaps, Secrets and SecurityContexts Understand multi-container pod design Configure probes for pod health Update and roll back an application Implement services and NetworkPolicies Use PersistentVolumeClaims for state persistence And more In this vendor agnostic course, you will use Python to build, monitor and troubleshoot scalable applications in Kubernetes. Introduction Objectives Who You Are The Linux Foundation Linux Foundation Training Preparing Your System Course Registration Labs Kubernetes Architecture What Is Kubernetes? Components of Kubernetes Challenges The Borg Heritage Kubernetes Architecture Terminology Master Node Minion (Worker) Nodes Pods Services Controllers Single IP per Pod Networking Setup CNI Network Configuration File Pod-to-Pod Communication Cloud Native Computing Foundation Resource Recommendations Labs Build Container Options Containerizing an Application Hosting a Local Repository Creating a Deployment Running Commands in a Container Multi-Container Pod readinessProbe livenessProbe Testing Labs Design Traditional Applications: Considerations Decoupled Resources Transience Flexible Framework Managing Resource Usage Multi-Container Pods Sidecar Container Adapter Container Ambassador Points to Ponder Labs Deployment Configuration Volumes Overview Introducing Volumes Volume Spec Volume Types Shared Volume Example Persistent Volumes and Claims Persistent Volume Persistent Volume Claim Dynamic Provisioning Secrets Using Secrets via Environment Variables Mounting Secrets as Volumes Portable Data with ConfigMaps Using ConfigMaps Deployment Configuration Status Scaling and Rolling Updates Deployment Rollbacks Jobs Labs Security Security Overview Accessing the API Authentication Authorization ABAC RBAC RBAC Process Overview Admission Controller Security Contexts Pod Security Policies Network Security Policies Network Security Policy Example Default Policy Example Labs Exposing Applications Service Types Services Diagram Service Update Pattern Accessing an Application with a Service Service without a Selector ClusterIP NodePort LoadBalancer ExternalName Ingress Resource Ingress Controller Labs Troubleshooting Troubleshotting Overview Basic Troubleshooting Steps Ongoing (Constant) Change Basic Troubleshooting Flow: Pods Basic Troubleshooting Flow: Node and Security Basic Troubleshooting Flow: Agents Monitoring Logging Tools Monitoring Applications System and Agent Logs Conformance Testing More Resource Labs Additional course details: Nexus Humans Kubernetes for App Developers 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 Kubernetes for App Developers 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.

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

Overview This comprehensive course on Cost Estimation for Multiplex Building Using Xactimate will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Cost Estimation for Multiplex Building Using Xactimate comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Cost Estimation for Multiplex Building Using Xactimate. It is available to all students, of all academic backgrounds. Requirements Our Cost Estimation for Multiplex Building Using Xactimate is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 10 lectures • 01:39:00 total length •Module 01: Introduction to Multi-Family building cost estimation on Xactimate: 00:17:00 •Module 02: Floor plans for each unit and 2D sketch on Xactimate: 00:09:00 •Module 03: 3D sketch and All floor plans of 3 storey building on Xactimate: 00:10:00 •Module 04: Estimate organization and breakdown: 00:07:00 •Module 05: Interior Finish Estimation on Xactimate for 3 storey building: 00:27:00 •Module 06: Cost Estimation for exterior siding & brick veneer on Xactimate: 00:05:00 •Module 07: Cost estimation for a large roof on Xactimate: 00:09:00 •Module 08: Cost estimation for Doors and Windows for 3 storey building on Xactim: 00:11:00 •Module 09: Conclusion: 00:04:00 •Assignment - Cost Estimation for Multiplex Building Using Xactimate: 00:00:00