2991 Software Development courses in Potters Bar delivered Online

Welcome to the Learn Ethical Hacking From A-Z: Beginner To Expert course! This practical course was designed for beginners or those with no prior experience or knowledge in hacking or cybersecurity. The goal of this course is to teach you not only what and how hackers do but also how to hack systems like a pro and win the cat-and-mouse game by securing systems like a professional security expert.   We take you from the beginnings of ethical hacking to mastery by combining practical work with good theoretical training, providing you with the training you need to hack and secure against a hack. While theory is important, we recognise that it can sometimes be boring and uninspiring. As a result, this course is jam-packed with examples that you can use, making the lessons more fun and engaging.    This practical approach begins with a lesson on Networking Basics and how to install the necessary software (Windows, Linux, and Mac OSX) before diving right into hacking. Throughout, you will examine and exploit many systems ranging from simple websites to large networks, as well as hacking servers and clients. In addition to hacking, you'll learn how to execute effective penetration testing procedures.   This approach provides you with the fundamental knowledge required not only to hack any given system but also to secure it, with each lesson covering both sides of the coin. It's a complete course, so you won't have to look elsewhere to learn. Don't waste any more time. Enrol today and be on your way to becoming a hacking expert.   Learning Outcomes: Upon completion of the Learn Ethical Hacking From A-Z course, you will be able to: Understand the fundamentals of ethical hacking and its applications. Build a secure hacking lab for practical experimentation and learning. Master essential networking concepts for effective penetration testing. Develop proficiency in Linux, Python, Bash, and PowerShell for hacking tasks. Learn techniques to remain anonymous and protect your online identity. Gain expertise in hacking into WIFI networks and securing them. Conduct passive and active reconnaissance for effective information gathering. Acquire skills in website and web application hacking for vulnerability assessment.   Who is this course for: This Learn Ethical Hacking From A-Z course is perfect for: Tech enthusiasts eager to expand their knowledge in ethical hacking. Individuals aspiring to start a career in cybersecurity and ethical hacking. IT professionals seeking to enhance their skill set in cybersecurity. Students pursuing computer science or related fields interested in ethical hacking. Security professionals looking to broaden their expertise in penetration testing.   Why buy this Learn Ethical Hacking From A-Z course? Unlimited access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one-to-one assistance when needed Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript immediately Easily learn the skills and knowledge from the comfort of your home   Career Path: Our Learn Ethical Hacking From A-Z course will prepare you for a range of careers, including: Junior Penetration Tester: £25,000 - £50,000 Annually Ethical Hacker: £40,000 - £100,000 Annually Security Consultant: £50,000 - £90,000 Annually Security Engineer: £60,000 - £110,000 Annually Senior Penetration Tester: £70,000 - £120,000 Annually Chief Information Security Officer (CISO): £100,000 - £180,000 Annually   Certification After studying the course materials of the Learn Ethical Hacking From A-Z: Beginner To Expert course, there will be a written assignment test which you can take either during or at the end of the course. After passing the test, you will have a range of certification options. A CPD Accredited PDF Certificate costs £4.99, while a CPD Accredited Hardcopy Certificate is £8.00. We also offer transcript services. A PDF Transcript costs £4.99, and a Hardcopy Transcript is £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate.   Requirements This professionally designed Learn Ethical Hacking From A-Z: Beginner To Expert course does not require you to have any prior qualifications or experience. It is open to everyone, and you can access the course from anywhere at any time. Just enrol and start learning!

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Program Your Own Photo Editor App in Android Studio! Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Program Your Own Photo Editor App in Android Studio! Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Program Your Own Photo Editor App in Android Studio! Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Program Your Own Photo Editor App in Android Studio! Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Program Your Own Photo Editor App in Android Studio!? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Program Your Own Photo Editor App in Android Studio! there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Program Your Own Photo Editor App in Android Studio! course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Program Your Own Photo Editor App in Android Studio! does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Program Your Own Photo Editor App in Android Studio! was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Program Your Own Photo Editor App in Android Studio! is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Code Your Own Photo Editor App in Android Studio Module 01: Setup Project and UI Elements 00:30:00 Module 02: Requesting Permissions, Setting Up Click Listeners and Intents 00:31:00 Module 03: Creating Image Files, Receiving Intents, Showing and Hiding Views 00:30:00 Module 04: Receiving Image from Gallery or Camera, reading Image into a Bitmap 00:30:00 Module 05: Modifying Colours and Calling Native Methods 00:32:00 Module 06: General Fixes, Save Image Feature and Go Back Feature 00:26:00 Assignment Assignment - Program Your Own Photo Editor App in Android Studio! 00:00:00

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Learn How To Create a Web App for iPad Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Learn How To Create a Web App for iPad Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Learn How To Create a Web App for iPad Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Learn How To Create a Web App for iPad Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Learn How To Create a Web App for iPad? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Learn How To Create a Web App for iPad there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Learn How To Create a Web App for iPad course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Learn How To Create a Web App for iPad does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Learn How To Create a Web App for iPad was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Learn How To Create a Web App for iPad is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Introduction About the Course 00:01:00 A Few Words before we Begin 00:02:00 Software You'll Need to Follow along 00:02:00 About the Project Files 00:02:00 Starting Your Project 00:01:00 Section 02: Creating the Graphics Creating the Web App-Specific Graphics for iPad 00:06:00 Creating the Content Graphics 00:05:00 Creating the Gallery Images 00:01:00 Section 03: Setting Up the HTML Examining the HTML and CSS Strategy for the Layout 00:03:00 Setting Up the Meta Tags and Icon Link 00:07:00 Setting Up the HTML Containers 00:04:00 Adding Container for iScroll and Google Map 00:03:00 Add Navigation Links and Copyright 00:03:00 Section 04: Add Style & Layout for Homepage and Navigation Add CSS Rules for Style and Layout 00:14:00 Add Homepage Positioning and Animation for Elements 00:06:00 Style the Navigation Links and Copyright 00:04:00 Section 05: Adding the Java Script and (jQuery) Detecting the Orientation of the iPad 00:10:00 Loading Page Contents with AJAX 00:15:00 Detecting the Home Page 00:04:00 Detecting the Contact us Page 00:06:00 Setting and Loading a Default Page on Load 00:05:00 Initializing Google Maps 00:04:00 Activating iScroll 00:05:00 Section 06: Adding Content for the Gallery and Video Pages Adding HTML for the Gallery 00:05:00 Adding CSS Rules for the Gallery 00:05:00 Activating the Gallery Thumbnails 00:10:00 Adding a Graphic and Video 00:05:00 Detecting and Replacing Graphics for Retina Displays 00:05:00 Section 07: Detecting iPads and Stand Alone Status Detecting an iPad 00:07:00 Detecting the Stand-alone Status 00:04:00 Replacing Click Events and Disabling Selections 00:05:00 Section 08: Where to Go from Here Where to Go from Here 00:02:00 Considering Web Apps for Android 00:01:00 Assignment Assignment - Learn How To Create a Web App for iPad 00:00:00

Embark on a transformative journey into the digital realm with our course, 'Build an Online Magazine or Blog Website in 1 Hour Using Wix.' In just a single hour, unlock the secrets to crafting a captivating online presence that not only reflects your unique style but also engages your audience effectively. This course isn't just a tutorial; it's a dynamic exploration into the art of website creation. Imagine, within the span of 60 minutes, you'll progress from site setup and design to the seamless integration of a Wix blog, culminating in a polished platform that's ready to showcase your content to the world. Through an immersive blend of step-by-step guidance and creative inspiration, this course empowers you to harness the full potential of Wix, transforming your digital vision into reality effortlessly. Learning Outcomes Master Site Setup and Formatting: Acquire the skills to set up your website, experiment with fonts, and choose an appealing colour palette to establish a visually striking online presence. Design Expertise with Wix: Explore the intricacies of Wix design as you learn to add custom headers, incorporate parallax effects, and create bespoke blog elements, elevating the aesthetic appeal of your online space. Seamless Blog Integration: Dive into the world of blogging by seamlessly integrating the Wix Blog into your site, enhancing your ability to share content and connect with your audience. Innovative Pop-Up Menus: Elevate user experience by mastering the creation of pop-up menus using Wix Lightboxes, adding a touch of interactivity and sophistication to your website. Effective Content Organization: Learn the art of connecting articles to custom elements, creating category pages, and making final connections, ensuring your content is not just visible but also thoughtfully organized for maximum impact. Why choose this Build an Online Magazine or Blog Website in 1 Hour Using Wix course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Build an Online Magazine or Blog Website in 1 Hour Using Wix course for? Individuals aspiring to establish a vibrant online presence effortlessly. Bloggers and content creators aiming to enhance the visual appeal and functionality of their websites. Entrepreneurs seeking a quick and effective solution for showcasing their products or services. Beginners in website development keen on mastering Wix within a short timeframe. Small business owners looking to create an engaging online platform for their brand. Career path Web Designer: £25,000 - £35,000 Content Creator/Blogger: £20,000 - £30,000 Digital Entrepreneur: £30,000 - £40,000 Freelance Website Developer: £25,000 - £35,000 Social Media Manager: £25,000 - £35,000 Online Marketing Specialist: £30,000 - £40,000 Prerequisites This Build an Online Magazine or Blog Website in 1 Hour Using Wix does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Build an Online Magazine or Blog Website in 1 Hour Using Wix was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Introduction Introduction 00:01:00 Getting Started Set up your site, formatting fonts and selecting a colour palette 00:07:00 Add the Wix Blog to Your Site 00:02:00 Start Designing Adding a custom header strip with parallax 00:10:00 Creating the 1st custom blog element 00:07:00 Creating the 2nd custom element 00:06:00 Adding a Wix blog element 00:06:00 Pop-Up Menu Creation Pop-Up Menu creation using Wix Lightboxes 00:06:00 Connecting Your Articles To Your Elements To Make Them Visible Creating Category Pages 00:03:00 Connect the blog to custom elements 00:05:00 Final Connections 00:09:00 Assignment Assignment - Build An Online Magazine or Blog Website in 1 hour using Wix 00:00:00

Welcome to this comprehensive video course on project finance, where we will delve into various aspects of transactions eligible for project finance. Throughout this course, we will explore real-world examples and dive deep into a captivating case study on Express Fiji. We will guide you through building a comprehensive balance sheet, incorporating all relevant assets, liabilities, and equity components.

Duration 4 Days 24 CPD hours This course is intended for Anyone who is preparing to build and run Kubernetes clusters Overview By the end of the course, you should be able to meet the following objectives: Build, test, and publish Docker container images Become familiar with YAML files that define Kubernetes objects Understand Kubernetes core user-facing concepts, including pods, services, and deployments Use kubectl, the Kubernetes CLI, and become familiar with its commands and options Understand the architecture of Kubernetes (Control plane and its components, worker nodes, and kubelet) Learn how to troubleshoot issues with deployments on Kubernetes Apply resource requests, limits, and probes to deployments Manage dynamic application configuration using ConfigMaps and Secrets Deploy other workloads, including DaemonSets, Jobs, and CronJobs Learn about user-facing security using SecurityContext, RBAC, and NetworkPolicies This four-day course is the first step in learning about Containers and Kubernetes Fundamentals and Cluster Operations. Through a series of lectures and lab exercises, the fundamental concepts of containers and Kubernetes are presented and put to practice by containerizing and deploying a two-tier application into Kubernetes. Course Introduction Introductions and objectives Containers What and Why containers Building images Running containers Registry and image management Kubernetes Overview Kubernetes project Plugin interfaces Building Kubernetes Kubectl CLI Beyond Kubernetes Basics Kubernetes objects YAML Pods, replicas, and deployments Services Deployment management Rolling updates Controlling deployments Pod and container configurations Kubernetes Networking Networking within a pod Pod-to-Pod Networking Services to Pods ClusterIP, NodePort, and LoadBalancer Ingress controllers Service Discovery via DNS Stateful Applications in Kubernetes Stateless versus Stateful Volumes Persistent volumes claims StorageClasses StatefulSets Additional Kubernetes Considerations Dynamic configuration ConfigMaps Secrets Jobs, CronJobs Security Network policy Applying a NetworkPolicy SecurityContext runAsUser/Group Service accounts Role-based access control Logging and Monitoring Logging for various objects Sidecar logging Node logging Audit logging Monitoring architecture Monitoring solutions Octant VMware vRealize Operations Manager Cluster Operations Onboarding new applications Backups Upgrading Drain and cordon commands Impact of an upgrade to running applications Troubleshooting commands VMware Tanzu portfolio overview

Duration 4 Days 24 CPD hours Overview By the end of the course, you should be able to meet the following objectives: Describe how Tanzu Kubernetes Grid fits in the VMware Tanzu portfolio Describe the Tanzu Kubernetes Grid architecture Deploy and manage Tanzu Kubernetes Grid management and supervisor clusters Deploy and manage Tanzu Kubernetes Grid workload clusters Deploy, configure, and manage Tanzu Kubernetes Grid packages Perform basic troubleshooting During this four-day course, you focus on installing VMware Tanzu© Kubernetes Grid? in a VMware vSphere© environment and provisioning and managing Tanzu Kubernetes Grid clusters. The course covers how to install Tanzu Kubernetes Grid packages for image registry, authentication, logging, ingress, multipod network interfaces, service discovery, and monitoring. The concepts learned in this course are transferable for users who must install Tanzu Kubernetes Grid on other supported clouds. Course Introduction Introductions and course logistics Course objectives Introducing VMware Tanzu Kubernetes Grid Identify the VMware Tanzu products responsible for Kubernetes life cycle management and describe the main differences between them Explain the core concepts of Tanzu Kubernetes Grid, including bootstrap, Tanzu Kubernetes Grid management, supervisor, and workload clusters List the components of a Tanzu Kubernetes Grid instance VMware Tanzu Kubernetes Grid CLI and API Illustrate how to use the Tanzu CLI Define the Carvel Tool set Define Cluster API Identify the infrastructure providers List the Cluster API controllers Identify the Cluster API custom resource definitions Authentication Explain how Kubernetes manages authentication with Management clusters Explain how Kubernetes manages authentication with supervisor clusters Define Pinniped Define Dex Describe the Pinniped authentication workflow Load Balancers Illustrate how load balancing works for the Kubernetes control plane Illustrate how load balancing works for application workload Explain how Tanzu Kubernetes Grid integrates with VMware NSX Advanced Load Balancer List load balancing options available on public clouds VMware Tanzu Kubernetes Grid on vSphere List the requirements for deploying a supervisor cluster List the steps to install a Tanzu Kubernetes Grid supervisor cluster Summarize the events of a supervisor cluster creation List the requirements for deploying a management cluster List the steps to install a Tanzu Kubernetes Grid management cluster Summarize the events of a management cluster creation Demonstrate how to use commands when working with management clusters VMware Tanzu Kubernetes Grid on Public Clouds List the requirements for deploying a management cluster on AWS and Microsoft Azure List the configuration options to install a Tanzu Kubernetes Grid a management cluster on AWS and Azure Tanzu Kubernetes Workload Clusters List the steps to build a custom image Describe the available customizations Identify the options for deploying Tanzu Kubernetes Grid clusters Explain the difference between the v1alpha3 and v1beta1 APIs Explain how Tanzu Kubernetes Grid clusters are created Discuss which VMs compose a Tanzu Kubernetes Grid cluster List the pods that run on a Tanzu Kubernetes Grid cluster Describe the Tanzu Kubernetes Grid core add-ons that are installed on a cluster Tanzu Kubernetes Grid Packages Define the Tanzu Kubernetes Grid packages Explain the difference between Auto-Managed and CLI-Managed packages Define packages repositories Configuring and Managing Tanzu Kubernetes Grid Operation and Analytics Packages Describe Cert-Manager Describe the Harbor Image Registry Describe Fluent Bit Identify the logs that Fluent Bit collects Explain basic Fluent Bit configuration Describe Prometheus and Grafana Configuring and Managing Tanzu Kubernetes Grid Networking Packages Describe the Contour ingress controller Demonstrate how to install Contour on a Tanzu Kubernetes Grid cluster Describe ExternalDNS Demonstrate how to install Service Discovery with ExternalDNS Describe Multus CNI Tanzu Kubernetes Grid Day 2 Operations List the load balancer configuration options in vSphere to load balance applications Demonstrate how to configure Ingress with the NodePortLocal Mode Explain how to install VMware Tanzu Application Platform Describe life cycle management in Tanzu Kubernetes Grid Explain how backup and restore are implemented in Tanzu Kubernetes Grid Describe Velero and Restic List the steps to back up a Workload cluster using Velero and Restic Troubleshooting Tanzu Kubernetes Grid Discuss the various Tanzu Kubernetes Grid logs Identify the location of Tanzu Kubernetes Grid logs Explain the purpose of crash diagnostics Demonstrate how to check the health of a Tanzu Kubernetes Grid cluster Explain packages cleanup procedures Explain management recovery procedures Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Tanzu Kubernetes Grid: Install, Configure, Manage [V2.0] 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 Tanzu Kubernetes Grid: Install, Configure, Manage [V2.0] 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.

Start your data science journey with this carefully constructed comprehensive course and get hands-on experience with Python for data science. Gain in-depth knowledge about core Python and essential mathematical concepts in linear algebra, probability, and statistics. Complete data science training with 13+ hours of content.

Overview This comprehensive course on Data Science & Machine Learning with R will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with R 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? 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 Data Science & Machine Learning with R. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with R 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 10 sections • 69 lectures • 22:07:00 total length •Data Science and Machine Learning Introduction: 00:03:00 •What is Data Science: 00:10:00 •Machine Learning Overview: 00:05:00 •Who is This Course for: 00:03:00 •Data Science and Machine Learning Marketplace: 00:05:00 •Data Science and Machine Learning Job Opportunities: 00:03:00 •Getting Started: 00:11:00 •Basics: 00:06:00 •Files: 00:11:00 •RStudio: 00:07:00 •Tidyverse: 00:05:00 •Resources: 00:04:00 •Unit Introduction: 00:30:00 •Basic Type: 00:09:00 •Vector Part One: 00:20:00 •Vectors Part Two: 00:25:00 •Vectors - Missing Values: 00:16:00 •Vectors - Coercion: 00:14:00 •Vectors - Naming: 00:10:00 •Vectors - Misc: 00:06:00 •Creating Matrics: 00:31:00 •List: 00:32:00 •Introduction to Data Frames: 00:19:00 •Creating Data Frames: 00:20:00 •Data Frames: Helper Functions: 00:31:00 •Data Frames Tibbles: 00:39:00 •Intermediate Introduction: 00:47:00 •Relational Operations: 00:11:00 •Conditional Statements: 00:11:00 •Loops: 00:08:00 •Functions: 00:14:00 •Packages: 00:11:00 •Factors: 00:28:00 •Dates and Times: 00:30:00 •Functional Programming: 00:37:00 •Data Import or Export: 00:22:00 •Database: 00:27:00 •Data Manipulation in R Introduction: 00:36:00 •Tidy Data: 00:11:00 •The Pipe Operator: 00:15:00 •The Filter Verb: 00:22:00 •The Select Verb: 00:46:00 •The Mutate Verb: 00:32:00 •The Arrange Verb: 00:10:00 •The Summarize Verb: 00:23:00 •Data Pivoting: 00:43:00 •JSON Parsing: 00:11:00 •String Manipulation: 00:33:00 •Web Scraping: 00:59:00 •Data Visualization in R Section Intro: 00:17:00 •Getting Started: 00:16:00 •Aesthetics Mappings: 00:25:00 •Single Variable Plots: 00:37:00 •Two Variable Plots: 00:21:00 •Facets, Layering, and Coordinate Systems: 00:18:00 •Styling and Saving: 00:12:00 •Creating with R Markdown: 00:29:00 •Introduction to R Shiny: 00:26:00 •A Basic R Shiny App: 00:31:00 •Other Examples with R Shiny: 00:34:00 •Machine Learning Part 1: 00:22:00 •Machine Learning Part 2: 00:47:00 •Starting a Data Science Career Section Overview: 00:03:00 •Data Science Resume: 00:04:00 •Getting Started with Freelancing: 00:05:00 •Top Freelance Websites: 00:05:00 •Personal Branding: 00:05:00 •Importance of Website and Blo: 00:04:00 •Networking Do's and Don'ts: 00:04:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. 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 Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00