5812 Computing courses in Grangemouth delivered Online

This intermediate-level course will help you learn how to use multi-threading and asynchronous programming to speed up programs that are heavily bottlenecked by IO operations. The course covers core concepts such as implementing multiprocessing in Python, creating various readers and schedulers, and monitoring your coding progress.

Thinking about learning more understanding the role of data within an organisation? As data becomes an important currency in the world and an enabler for the future, it is imperative that all organisations have a firm understanding of the data available to them and the power it can hold. The BCS Foundation Award in Understanding Data in your Organisation teaches the the terminology, principles, concepts and approaches used within data management, and the overall value of data to an organisation.

This course bundle is aimed at absolute beginners to IT who want to start a career as an IT Technician or just develop their skills in this area. The course assumes you have no technical knowledge of IT whatsoever. To understand what IT Technicians do and perform it at a technical level, you must first possess an understanding of basic IT literacy as well as certain technologies, which you will be taught through this course. Through this course, you will gain a series of globally recognised certifications from CompTIA and Microsoft, including the CompTIA A+, CompTIA Network+. You will also possess a set of technical skills you can apply to a vast range of IT job roles.

Duration 2 Days 12 CPD hours This course is intended for This course is designed for post-sales audiences and is aimed at channel partners, customer network engineers and administrators whose interest is focused around designing a scalable infrastructure with the FlexPod. Overview Upon completing this course, you will be able to meet these overall objectives: Describe the FlexPod data center solutions and architecture Identify FlexPod workload sizing and technical specifications Describe the FlexPod deployment and management strategies The goal of this course is to evaluate the FlexPod solution design process in regards to the contemporary data center challenges. The course provides a comprehensive understanding of the reconnaissance and analytics to assess computing solution performance characteristics and requirements. In addition this course will describe the hardware components of the FlexPod and the process for selecting proper hardware for a given set of requirements. FlexPod Data Center Solutions and Architecture Describe data center elements Identify data center business challenges Identify data center environmental challenges Identify data center technical challenges Describe the data center consolidation trend Describe the FlexPod solution Identify the benefits of FlexPod Describe FlexPod platforms Describe FlexPod validated and supported designs Identify the supported Cisco UCS components Identify the supported Cisco Nexus switch components Identify the supported NetApp storage components FlexPod Workload Sizing and Technical Specifications Describe FlexPod performance characteristics Describe server virtualization performance characteristics Describe desktop virtualization performance characteristics Describe reconnaissance and analysis tools Describe the process for deploying analysis tools Configure the Microsoft MAP Toolkit Identify FlexPod Design components Describe FlexPod Sizing considerations Employ Cisco UCS Application Sizer Employ Cisco UCS VXI Resource Comparison tool Describe NetApp Solution Builder Sizing tool FlexPod Deployment and Management Strategies Describe key FlexPod LAN features Describe key FlexPod SAN features Identify FlexPod server provisioning features List FlexPod high availability features Describe supported FlexPod SAN features Describe FlexPod virtual storage tiering features Identify Cisco FlexPod validated designs Identify FlexPod data center with VMware vSphere 5.1 Identify FlexPod data center with VMware vSphere 5.1 with Cisco Nexus 7000 Identify FlexPod data center with Microsoft Private Cloud Enterprise Design Guide Identify FlexPod Select with Cloudera's Distribution including Apache Hadoop (CDH) Identify FlexPod Cisco Nexus 7000 and NetApp MetroCluster for multisite deployment Identify data center operations and management challenges Describe FlexPod validated management solutions Describe Cisco UCS Director turnkey solutions Identify Cisco UCS Director management types Describe Cisco UCS Director automation Describe self-service provisioning and reporting Identify the customer challenges and goals Describe the workload analysis Describe the component selection process Review the selected component Analyze the solution Additional course details: Nexus Humans Cisco Designing the FlexPod Solution (FPDESIGN) 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 Designing the FlexPod Solution (FPDESIGN) 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 designed for network and software engineers who hold the following job roles: Network engineer Systems engineer Wireless engineer Consulting systems engineer Technical solutions architect Network administrator Wireless design engineer Network manager Site reliability engineer Deployment engineer Sales engineer Account manager Overview After taking this course, you should be able to: Leverage the tools and APIs to automate Cisco ACI powered data centers. Demonstrate workflows (configuration, verification, healthchecking, monitoring) using Python, Ansible, and Postman. Leverage the various models and APIs of the Cisco Nexus OS platform to perform day 0 operations, improve troubleshooting methodologies with custom tools, augment the CLI using scripts, and integrate various workflows using Ansible and Python. Describe the paradigm shift of Model Driven Telemetry and understand the building blocks of a working solution. Describe how the Cisco Data Center compute solutions can be managed and automated using API centric tooling, by using the Python SDK, PowerTool, and Ansible modules to implement various workflows on Cisco UCS, Cisco IMC, Cisco UCS Manager, Cisco UCS Director, and Cisco Intersight. The Implementing Automation for Cisco Data Center Solutions (DCAUI) v1.1 course teaches you how to implement Cisco© Data Center automated solutions including programming concepts, orchestration, and automation tools. Through a combination of lessons and hands-on practice, you will manage the tools and learn the benefits of programmability and automation in the Cisco-powered Data Center. You will examine Cisco Application Centric Infrastructure (Cisco ACI©), Software-Defined Networking (SDN) for data center and cloud networks, Cisco Nexus© (Cisco NX-OS) platforms for device-centric automation, and Cisco Unified Computing System (Cisco UCS©) for Data Center compute. You will study their current ecosystem of Application Programming Interfaces (APIs), software development toolkits, and relevant workflows along with open industry standards, tools, and APIs, such as Python, Ansible, Git, JavaScript Object Notation (JSON), Yaml Ain't Markup Language (YAML), Network Configuration Protocol (NETCONF), Representational State Transfer Configuration Protocol (RESTCONF), and Yet Another Generation (YANG).This course prepares you for the 300-635 Automating Cisco Data Center Solutions (DCAUTO) certification exam. Introducing Automation for Cisco Solutions (CSAU) is required prior to enrolling in Implementing Automation for Cisco Data Center Solutions (DCAUI) because it provides crucial foundational knowledge essential to success. This course also earns you 24 Continuing Education (CE) credits towards recertification. Course Outline Describing the Cisco ACI Policy Model Describing the Cisco APIC REST API Using Python to Interact with the ACI REST API Using Ansible to Automate Cisco ACI Introducing Cisco NX-OS Programmability Describing Day-Zero Provisioning with Cisco NX-OS Implementing On-Box Programmability and Automation with Cisco NX-OS Implementing Off-Box Programmability and Automation with Cisco NX-OS Automating Cisco UCS Using Developer Tools Implementing Workflows Using Cisco UCS Director Describing Cisco DCNM Describing Cisco Intersight Additional course details: Nexus Humans Cisco Implementing Automation for Cisco Data Center Solutions (DCAUI) v1.1 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 Implementing Automation for Cisco Data Center Solutions (DCAUI) v1.1 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 The iPhone combines technologies of smartphones and personal computing. With a multitouch screen, built-in accelerometer and virtual keyboard, the iPhone also requires the mobile application developer to adopt a vastly different software design philosophy. With over a billion mobile apps sold, iPhone Programming is a critical part of the future of mobile technology. This five day course teaches the attendee all aspects of iOS mobile app development Introduction and Setup Joining the Apple iOS Developer Program Installing Xcode and the iOS SDK A Guided Tour of Xcode An Introduction to Xcode Playgrounds Swift Programming Language Swift Data Types, Constants, and Variables Swift Operators and Expressions Swift Flow Control The Swift Switch Statement Overview of Swift Functions The Basics of Object Oriented Programming in Swift Swift Subclassing and Extensions Arrays and Dictionary Collections in Swift Understanding Error Handling in Swift Views, Layouts, and Storyboards Creating an Interactive iOS App Auto Layout in iOS Working with iOS Auto Layout Constraints in Interface Builder Implementing iOS Auto Layout Constraints in Code Implementing Cross-Hierarchy Auto Layout Constraints in iOS Understanding the iOS Auto Layout Visual Format Language Using Size Classes to Design Adaptable Universal iOS User Interfaces Using Storyboards in Xcode Organizing Scenes over Multiple Xcode Storyboard Files Using Xcode Storyboards to Create an iOS Tab Bar Application Working with the iOS Stack View Class iOS Stack View Tutorial iOS Split View Master-Detail Example Multitasking in iOS Implementing a Page based iOS Application using UIPageViewController iOS UIPageViewController Application Data Storage with Files, iCloud, and Databases Working with Directories in Swift on iOS Working with Files in Swift on iOS iOS Directory Handling and File I/O in Swift Preparing an iOS App to use iCloud Storage Managing Files using the iOS UIDocument Class Using iCloud Storage in an iOS Application Synchronizing iOS Key-Value Data using iCloud iOS Database Implementation using SQLite SQLite based iOS Application using Swift and FMDB Working with iOS Databases using Core Data iOS Core Data Introduction to CloudKit Data Storage on iOS iOS CloudKit Example iOS CloudKit Subscription Example Touch, Taps, and Gestures An Overview of iOS Multitouch, Taps and Gestures iOS Touch, Multitouch and Tap Application Detecting iOS Touch Screen Gesture Motions Identifying Gestures using iOS Gesture Recognizers iOS Gesture Recognition iOS 3D Touch Force Handling iOS 3D Touch Quick Actions iOS 3D Touch Peek and Pop Advanced View Options Basic iOS Animation using Core Animation iOS UIKit Dynamics ? An Overview Introduction to iOS Sprite Kit Programming iOS Sprite Kit Level Editor Game iOS Sprite Kit Collision Handling Extensions Introduction to Extensions in iOS iOS Today Extension Widget Creating an iOS Photo Editing Extension Creating an iOS Action Extension Receiving Data from an iOS Action Extension Multimedia, Facebook, and Twitter Accessing the iOS Camera and Photo Library iOS Camera Application iOS Video Playback using AVPlayer and AVPlayerViewController iOS Multitasking Picture in Picture Tutorial Playing Audio on iOS using AVAudioPlayer Recording Audio on iOS with AVAudioRecorder The App Store Preparing and Submitting an iOS Application to the App Store Additional course details: Nexus Humans iPhone Mobile App Development 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 iPhone Mobile App Development 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.

Description: When it comes to understanding the fundamentals of computer networking the individual should have the appropriate knowledge of how to connect several different elements to create ideal computing networking. This course will teach how to function in a wide range of areas within the ICT industry and in ICT support roles in other industries. You will learn about local and wide area networks, voice network and wireless data network installation and maintenance. This course will also teach you the key operational and technical aspects of computer communication systems and relevant security issues, enabling you to appreciate emerging technologies. If you are a non-techie interested in learning about computer networks or aspiring IT professional who wishes to better understand how networks work, then get all the information you need here. This course has been designed to equip students with a wide range of software, technical and ICT skills required by industry at the diploma level. By the end of this program, the students will have the ability to develop an IT solution to a practical business problem using a technological approach. Who is the course for? Non-Techies interested in Learning About Computer Networks. Business & IT Managers Need to better understand how network works. Aspiring & Inexperienced IT Professionals. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Diploma in IT Communications is a useful qualification to possess and would be beneficial for the following careers: Entry level technician at Telephone/Internet Service Providers Computer sales and service technician Entry-level IT/ network technician at banks Entry-level IT/ network support technician at insurance companies Entry-level IT/ network support technician at utility companies Entry-level IT/ network support technician at energy based companies Entry-level IT/ network technician at universities Entry-level IT/ network technician at broadcast houses Entry-level IT/ network technician in the government Owner/Manager small computer business. Module 1: Basics of Data Communications Basics of the Information Technology 01:00:00 INTRODUCTION 00:15:00 OBJECTIVES 00:15:00 DATA COMMUNICATION 00:30:00 COMMUNICATION MEDIA 00:30:00 TYPES OF COMMUNICATION SERVICES 00:30:00 MODEM 00:30:00 COMPUTER NETWORK 00:30:00 BENEFITS OF NETWORK 00:15:00 TYPES OF NETWORK 00:30:00 IMPORTANT TERMS USED IN NETWORKING 00:30:00 TELECONFERENCING 00:30:00 Module 2: Computer Networking Basics Introduction to Computer Networking 00:30:00 Types of Computer Networks 01:00:00 Types of Network Equipment 00:30:00 Ethernet 00:30:00 Wireless Local Area Networking 01:00:00 Internet Service 01:00:00 TCP/IP and Other Internet Protocols 01:00:00 Network Routing, Switching and Bridging 01:00:00 IPv4 & IPv6 01:00:00 Module 3: Networking Basics of Computer Networking 00:30:00 Computer Networking Design and Solutions 00:30:00 Getting the Right Computer Network Hardware 00:30:00 Setting Up Your Computer Network 00:30:00 Wireless vs Wired 00:30:00 Cable Management for Wired Computer Network 01:00:00 Managing Your Network With Network Monitoring Tools 00:30:00 Computer Network Maintenance and Repair 00:30:00 Troubleshooting Computer Network Wrapping Up 01:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Diploma in IT Communications 00:20:00 Final Exam Final Exam- Diploma in IT Communications 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Duration 1 Days 6 CPD hours This course is intended for This course benefits cloud consumers and administrators of public cloud, private cloud, and hybrid cloud infrastructures: Security architects Cloud architects Network engineers and administrators System engineers and adminstrators Cloud security consumers Cloud application administrators IT managers Line of business managers Cisco integrators and partners Overview After taking this course, you should be able to: Describe public, private, and hybrid cloud models, concepts, and design Explain the concepts and components for securing cloud environments Describe Cisco security offerings for Amazon Web Services (AWS) Define methods to secure SaaS application usage The Introducing Cisco Cloud Consumer Security (SECICC) v1.0 course gives you a technical overview of basic concepts and components of the cloud, and the Cisco© solutions used to provide comprehensive security of your cloud-based environment. In this primarily lecture-based course, you?ll learn the basics from a cloud consumer perspective including securing cloud and Software as a Service (SaaS) application environments. This introductory course provides insights on using Cisco Stealthwatch? Cloud, Cisco CloudLock, Cisco Umbrella? and more to protect the user when using cloud-based applications. Introducing the Cloud Describe the Evolution of Cloud Computing Explain Cloud Service Models Explore Cloud Deployment Models Introducing Securing the Cloud Describe the Cisco Threat-Centric Approach to Network Security Describe Cloud Physical Environment Security Describe Cloud Network Infrastructure Security Explain Application Security Explore Cloud Management and API Security Describe Cisco Cloud-Based Security Solutions Describe Network Functions Virtualization (NFV), Virtual Network Function (VNF), and Secure Agile Exchange (SAE) Describe Cisco CloudCenter for MultiCloud Management Describe Cisco Stealthwatch Describing Cloud Security Solutions Using AWS Identify AWS Security Offerings Identify Cisco Security Solutions in AWS Introducing Security in an SaaS Environment Describe SaaS Applications Describe SaaS Security Challenges Explain Cloud Access Security Broker Describe Cisco CloudLock Describe OAuth and OAuth Attacks Describe Cisco Advanced Malware Protection for Endpoints Describe Cisco Cloud Email Security Describe Cisco Umbrella Lab outline Explore Cisco Stealthwatch Cloud Explore Stealthwatch Cloud Alerts Settings, Watchlists, and Sensors Explore Cisco Security Solutions in AWS Marketplace Explore the Cisco CloudLock Dashboard and User Security Explore Cisco CloudLock Application and Data Security Explore Cisco Advanced Malware Protection (AMP) Endpoints Explore the Cisco Umbrella Roaming Client Additional course details: Nexus Humans Cisco Introducing Cisco Cloud Consumer Security v1.0 (SECICC) 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 Introducing Cisco Cloud Consumer Security v1.0 (SECICC) 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.

Get ready for an exceptional online learning experience with the Coding (C++, Python, JavaScript & IT) bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. This Coding (C++, Python, JavaScript & IT) is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Coding package has something for everyone. As part of the Coding (C++, Python, JavaScript & IT) package, you will receive complimentary PDF certificates for all courses in Coding bundle at no extra cost. Equip yourself with the Coding bundle to confidently navigate your career path or personal development journey. Enroll in our Coding bundle today and start growing your career! This Coding Bundle Comprises the Following CPD Accredited Courses: Course 01: Introduction to Coding With HTML, CSS, & Javascript Course 02: C++ Development: The Complete Coding Guide Course 03: Python Programming: Beginner To Expert Course 04: Learn Ethical Hacking From A-Z: Beginner To Expert Course 05: Bash Scripting, Linux and Shell Programming Course 06: JavaScript Project - Game Development with JS Course 07: R Programming for Data Science Course 08: Secure Programming of Web Applications Course 09: Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku Course 10: The Complete Front-End Web Development Course! Course 11: The Complete MySQL Server from Scratch: Bootcamp Course 12: Cyber Security Awareness Training Course 13: Cloud Computing / CompTIA Cloud+ (CV0-002) Course 14: CompTIA A+ (220-1001) Course 15: Building Your Own Computer Course 16: Computer Networks Security from Scratch to Advanced Course 17: IT Administration and Networking Course 18: Encryption Course 19: Advance Windows 10 Troubleshooting for IT HelpDesk Course 20: Microsoft Excel Complete Course Learning Outcome: By completing the Coding (C++, Python, JavaScript & IT) course, you will: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Coding Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Coding Bundle. Build a strong knowledge base in your chosen course via the Coding Bundle. Benefit from the flexibility and convenience of online learning. With the Coding package, validate your learning with a CPD certificate. Each course in the Coding (C++, Python, JavaScript & IT) bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with Coding (C++, Python, JavaScript & IT), a rich anthology of 15 diverse courses. Each course in the Coding bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisCoding (C++, Python, JavaScript & IT) bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Coding (C++, Python, JavaScript & IT) bundle offers you the flexibility and convenience to learn at your own pace. Make the Coding package your trusted companion in your lifelong learning journey. CPD 215 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Coding (C++, Python, JavaScript & IT) bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Requirements Without any formal requirements, you can delightfully enrol this Coding (C++, Python, JavaScript & IT) course. Career path Our Coding (C++, Python, JavaScript & IT) bundle will prepare you for a range of careers, including: Software Developer Full-Stack Web Developer IT Solutions Architect Data Analyst Systems Programmer Application Developer Software Engineer Game Developer Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production