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Give a compliment to your career and take it to the next level. This High-income Skill Training including Sales, Digital Marketing, Project Management & IT bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this High-income Skill Training including Sales, Digital Marketing, Project Management & IT bundle will help you stay ahead of the pack. Throughout the High-income Skill Training including Sales, Digital Marketing, Project Management & IT programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this High-income Skill Training including Sales, Digital Marketing, Project Management & IT course, you will get 10 premium courses, an original hardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This High-income Skill Training including Sales, Digital Marketing, Project Management & IT Bundle Consists of the following Premium courses: Course 01: Sales and Marketing Skills Level 3 Course 02: Digital Marketing Course 03: Digital Marketing - Growth Hacking Techniques Course 04: Social Media Strategist Training Course 05: Disruptive Innovation for Business Course 06: Customer Relationship Management Course 07: Influencing and Negotiating Course 08: Project Management Course Course 09: Project Management Skills for Manager Course 10: Functional Skills IT Course 11: Time Management Enrol now in High-income Skill Training including Sales, Digital Marketing, Project Management & IT to advance your career, and use the premium study materials from Apex Learning. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your High-income Skill Training including Sales, Digital Marketing, Project Management & IT expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. Curriculum of Bundle Course 01: Sales and Marketing Skills Level 3 Module One - Getting Started Module Two - Understanding the Talk Module Three - Getting Prepared to Make the Call Module Four - Creative Openings Module Five - Making Your Pitch Module Six - Handling Objections Module Seven - Sealing the Deal Module Eight - Following Up Module Nine - Setting Goals Module Ten - Managing Your Data Module Eleven - Using a Prospect Board Module Twelve - Wrapping Up Course 02: Digital Marketing Section 1: Introduction Section 2: How to Apply the Internet Marketing Process Section 3: The Internet Marketing Strategies That Will Increase Your Sales Section 4: Creating an Internet Marketing Strategy for Your Business Section 5: Structuring and Auditing of Website Course 03: Digital Marketing - Growth Hacking Techniques Module 01: Fundamentals of Digital Marketing Module 02: Growth Hacking Module 03: Customer Journey Module 04: Content Marketing Module 05: SEO Module 06: E-Mail Marketing Module 07: Facebook Marketing Module 08: Instagram Marketing Module 09: Twitter Marketing Module 10: Youtube Marketing Module 11: Mobile Marketing Course 04: Social Media Strategist Training The Rise of Social Media Conducting Market Analysis Auditing Social Media Setting Goals and Selecting Platforms Creating the Social Media Policy Integrating Marketing Strategies Developing Effective Content Understanding the Popular Platforms Launching Successful Campaigns Managing the Community Providing Customer Service Measuring, Analyzing and Reporting The Social Media Strategist Career Course 05: Disruptive Innovation for Business Module 01: Introduction Disruptive Innovations for Business Module 02: The Three Key Difficulties Module 03: Six Insight on How to grow Disruptive Innovations next to core Course 06: Customer Relationship Management Module 01: Introduction to Customer Relationship Management (CRM) Module 02: CRM Fundamentals Module 03: CRM Strategies CRM Strategies Module 04: Data Analysis in CRM Module 05: CRM Databases Module 06: Deepening Customer Relationship Module 07: Handling Customer Complaints Module 08: Future of CRM Course 07: Influencing and Negotiating Unit 01: Influencing Influencing Influencing is about helping others understand Your Personality affects how you influence others Influence by Listening Exercise: Your Influencing Inventory Unit 02: Negotiating What is Negotiation? The Drivers of Success in Negotiation Information and Power in Negotiation Exercise: Prepare to Negotiate Successful Negotiation The Importance of Rapport Questions in Negotiation Reducing Stress in Negotiation Exercise: Examine your Trust Profile Bringing the Negotiation to a Close Dealing with Deadlock Negotiating Online Specific Negotiation Scenarios More Negotiation Scenarios The Negotiator's Toolkit Course 08: Project Management Course Module 01: Introduction to Project Management Module 02: PMBOK and PMI Module 03: Global Project Management Module 04: Project Life Cycle Module 05: Time Management Module 06: Quality Management Module 07: Effective Planning & Scheduling Module 08: Human Resource Management Module 09: Performance Management Module 10: Talent Management Module 11: Organising Meeting and Conferences Module 12: Managing Resources Module 13: Change Management Module 14: Business Resilience and Crisis Management Module 15: Conflict Management Module 16: Stress Management Module 17: Communication Skills Module 18: Procurement & Purchasing Management Module 19: Risk Management Course 09: Project Management Skills for Manager Project Management Fundamentals: Know the Principles and Get it Right Project Definition Stage: The Vital Foundation to Your Success Project Planning Stage: Failing to Plan = Planning to Fail Project Delivery Stage: Don't you Love it When a Plan Comes Together! Project Closure Stage: Deep Sigh - You're Nearly Done Course 10: Functional Skills IT Section 1: Introduction Section 2: Information Technology Section 3: Components of IT Section 4: Hardware Section 5: Operating System Section 6: Application/Software Section 7: Networking Section 8: Security Section 9: Traffic Flow & Enterprise Level IT Components Section 10: Storage Section 11: Database Section 12: Virtualisation & Cloud Section 13: Management & Other IT Jobs Course 11: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this High-income Skill Training including Sales, Digital Marketing, Project Management & IT bundle. Requirements This High-income Skill Training including Sales, Digital Marketing, Project Management & IT course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

Linux administration and command line

Duration 5 Days 30 CPD hours This course is intended for The Messaging Administrator deploys, configures, manages, and troubleshoots recipients, permissions, mail protection, mail flow, and public folders in both on-premises and cloud enterprise environments. Responsibilities include managing message hygiene, messaging infrastructure, and hybrid configuration and migration. To implement a secure hybrid topology that meets the business needs of a modern organization, the Messaging Administrator must collaborate with the Security Administrator and Microsoft 365 Enterprise Administrator. The Messaging Administrator should have a working knowledge of authentication types, licensing, and integration with Microsoft 365 applications. Overview After completing this course, students will be able to: Configure and manage the transport pipeline Manage and troubleshoot mail flow and transport issues Manage message hygiene and compliance Manage authentication for messaging Configure organizational settings and sharing Manage mobile devices Manage role-based permissions Create and manage recipient objects and resources Plan, implement, and troubleshoot public folders Plan a hybrid environment Perform mailbox migrations Deploy and troubleshoot a hybrid environment This course examines the key elements of Microsoft 365 messaging administration, including message transport and mail flow, messaging security, hygiene, and compliance, messaging infrastructure, and hybrid messaging. This course is designed for IT Professionals who deploy and manage the messaging infrastructure for Microsoft 365 in their organization. Managing the Transport Pipeline Overview of Transport Services Configuring Message Transport Managing Transport Rules Managing and Troubleshooting Mail Flow Managing Mail Flow Troubleshooting Mail Flow Troubleshooting Transport Issues Troubleshooting with Logs Managing Message Hygiene Planning for Message Hygiene Managing Anti-Malware and Anti-Spam Policies Managing Advanced Threat Protection Managing Compliance Messaging Compliance in the SCC Messaging Compliance in Exchange Managing Exchange Online Archiving and Auditing Managing Content Search Managing Organizational Settings Managing Authentication for Messaging Configuring Organizational Settings Configuring Organizational Sharing Managing Mobile Devices Mobile Device Mailbox Policies Managing Mobile Device Access Managing Role-Based Permissions Managing Admin Roles Managing User Roles Exchange Setup - RBAC and AD Split Permission Managing Recipient Objects and Resources Exchange Recipients Creating and Managing Exchange Recipients Managing Email Addresses, Lists, and Resources Managing Public Folders Planning the Public Folder Hierarchy Implementing and Managing Public Folders Troubleshooting Public Folders Planning a Hybrid Environment Exchange Hybrid Deployment Requirements Planning to Run the Hybrid Configuration Wizard Performing Mailbox Migrations Planning Mailbox Migrations Performing IMAP Migrations Performing Cutover and Staged Migrations Performing Advanced Migrations Deploying and Troubleshooting a Hybrid Environment Deploying and Managing an Edge Transport Server Configuring a Hybrid Deployment using the HCW Implementing Advanced Hybrid Functionality Troubleshooting Hybrid Deployments

Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course is individuals who administer and maintain SQL Server databases. These individuals perform database administration and maintenance as their primary area of responsibility, or work in environments where databases play a key role in their primary job. The secondary audiences for this course are individuals who develop applications that deliver content from SQL Server databases. Overview After completing this course, you will be able to: Authenticate and authorize users Assign server and database roles Authorize users to access resources Use encryption and auditing features to protect data Describe recovery models and backup strategies Backup and Restore SQL Server databases Automate database management Configure security for the SQL Server agent Manage alerts and notifications Managing SQL Server using PowerShell Trace access to SQL Server Monitor a SQL Server infrastructure Troubleshoot a SQL Server infrastructure Import and export data This course will provide training in how to administer and maintain SQL Server, Azure SQL Database and other cloud-based SQL Server databases. IT professionals who work in environments where databases play a key role in their job will find this material useful. By using demonstrations and hands-on lab exercises, students will learn to carry out these important tasks. This course covers content that was in retired Microsoft Course 20764: Administering a SQL Database Infrastructure. 1 - Creating advanced functions Lesson 1: Converting a command into an advanced function Lesson 2: Creating a script module Lesson 3: Defining parameter attributes and input validation Lesson 4: Writing functions that accept pipeline input Lesson 5: Producing complex pipeline output Lesson 6: Using comment-based Help Lesson 7: Using Whatif and Confirm parameters 2 - Using Microsoft .NET Framework and REST API in Windows PowerShell Lesson 1: Using .NET Framework in PowerShell Lesson 2: Using REST API in PowerShell 3 - Writing controller scripts Lesson 1: Understanding controller scripts Lesson 2: Writing controller scripts with a user interface Lesson 3: Writing controller scripts that create reports 4 - Handling script errors Lesson 1: Understanding error handling Lesson 2: Handling errors in a script 5 - Using XML, JSON, and custom-formatted data Lesson 1: Working with XML formatted data Lesson 2: Working with JSON formatted data Lesson 3: Working with custom-formatted data 6 - Enhancing server management with Desired State Configuration and Just Enough Administration Lesson 1: Implementing Desired State Configuration Lesson 2: Implementing Just Enough Administration 7 - Analyzing and debugging scripts Lesson 1: Debugging in Windows PowerShell Lesson 2: Analyzing and debugging an existing script 8 - Understanding Windows PowerShell Workflow Lesson 1: Understanding Windows PowerShell Workflows Lesson 2: Running Windows PowerShell Workflows

Duration 5 Days 30 CPD hours This course is intended for This class is targeted towards the professional developer new to HTML, self-taught HTML developers, graphics designers and those new to HTML development. Overview After completing this course, you will be able to: Create HTML5 compliant web pages. Test and validate HTML and CSS code. Create CSS for style pages. Work with experimental vendor prefixes. Work with fonts and CSS font effects. Work with color and color tools. Layout pages and content using DIVs, iFrames and Tables. Add and format images and CSS sprites. Create HTML5 forms. Embed and manage video and audio content. This course is an in-depth hands-on study of HTML5, CSS3 and modern web and mobile development. The course includes detailed hands-on labs and Q&A labs. The labs include multiple projects, including one beginning to end web site.This material updates and replaces course Microsoft course 20480 which was previously published under the title Programming in HTML5 with JavaScript and CSS3. Module 1: A Brief History of HTML and the Web Welcome! History Details, Details, Details? The Life of a Web Page HTTP Status Codes Definitions Most Important Things to Know as a Web Developer Module 2: Core HTML Elements HTML and CSS Editors Text, Spaces and Tabs Working with Tags Attributes Comments Non-Standard Tags Every Page Includes? File Extensions Core Page Elements Nesting Testing HTML HTML and Text Module 3: Cascading Style Sheets Before CSS With CSS Cascading Style Sheets (CSS) Adding CSS to a Page Order of CSS Processing Experimental Vendor Prefixes CSS Units The CSS Box Mode Module 4: Fonts and Text Fonts CSS for Text CSS Text Ticks! Working with Lists Upgrading and to Windows 7 Module 5: Colors and Backgrounds Specifying Colors Applying Colors Gradients Module 6: Anchors and Hyperlinks HTML and CSS Hyperlinks with Images and Other Objects Buttons Module 7: Page Layout Page Layout Options Tables for Data DIVs Float SPAN HTML 5 DIV-like Tags IFRAMES Module 8: Images Favicon Preparing Images Image Files The IMG Tag Background Images Image Best Practices CSS Sprites Module 9: HTML Forms A Basic Form POST vs. GET name vs. id Basic Form Elements Basic Form Attribute Select Uploading Files HTML 5 Form Enhancements DataList Module 10: Multimedia Video and Audio HTML 5 Video CSS JavaScript Audio Hosting Videos in the Cloud Working with Animated GIFs

Overview This comprehensive course on Internet of Things will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Internet of Things 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 Internet of Things. It is available to all students, of all academic backgrounds. Requirements Our Internet of Things 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 15 sections • 65 lectures • 08:53:00 total length •Module 01: Introduction: 00:02:00 •Module 02: Course Agenda: 00:03:00 •Module 01: Introduction to Internet of Things: 00:13:00 •Module 02: Choosing Cloud Services for IoT: 00:05:00 •Module 03: What is Raspberry Pi Part 1?: 00:09:00 •Module 04: What is Raspberry Pi Part 2?: 00:06:00 •Module 01: Downloading OS for Raspberry Pi Noobs-Raspbian: 00:07:00 •Module 02: Install OS using NOOBS: 00:11:00 •Module 03: Remote Control of Raspberry Pi Using VNC Viewer: 00:10:00 •Module 04: Install OS using Raspbian Image part 1: 00:06:00 •Module 05: Install OS using Raspbian Image part 2: 00:02:00 •Module 01: Getting Around Raspbian Operating System part 1: 00:10:00 •Module 02: Getting around Raspbian Operating System part 2: 00:08:00 •Module 03: Getting around Raspbian Operating System part 3: 00:06:00 •Module 04: How To Run Python program On Raspberry Pi: 00:09:00 •Module 01: Raspberry PI GPIO Concepts: 00:07:00 •Module 02: Raspberry Pi GPIO Interfacing Single LED: 00:17:00 •Module 03: Raspberry Pi GPIO Interfacing Multiple LED's: 00:09:00 •Module 04: Rapberry Pi GPIO Interfacing Buzzer: 00:03:00 •Module 01: Raspberry Pi and Transistorized Switching: 00:09:00 •Module 02: Raspberry Pi and Relay part 1: 00:13:00 •Module 03: Raspberry Pi and Relay part 2: 00:08:00 •Module 01: Accepting Digital Input on Raspberry Pi Part 1: 00:13:00 •Module 02: Accepting Digital Inputs on Raspberry Pi Part 2: 00:07:00 •Module 01: Sensor Interfacing With Raspberry Pi LDR1: 00:05:00 •Module 02: Sensor Interfacing With Raspberry Pi LDR 2: 00:10:00 •Module 03: Sensor Interfacing With Raspberry Pi LDR 3: 00:07:00 •Module 04: Sensor Interfacing with Rapberry Pi DHTT11 part 1: 00:10:00 •Module 05: Sensor Interfacing with Rapberry Pi DHTT11 part 2: 00:10:00 •Module 06: Sensor Interfacing with Raspberry pi Using SenseHAT: 00:11:00 •Module 07: Ultrasonic Sensor Interfacing with Raspberry Pi: 00:14:00 •Module 01: BMP180 with Raspberry Pi: 00:07:00 •Module 02: Enabling I2C on Raspberry Pi: 00:05:00 •Module 03: BMP180 Python Code: 00:06:00 •Module 01: Getting Started With IoT: 00:11:00 •Module 02: Getting Started with Microsoft Azure IoT Hub Part 1: 00:04:00 •Module 03: Getting Started with Microsoft Azure IoT Hub Part 2: 00:05:00 •Module 04: Getting Started with Microsoft Azure IoT Hub Part 3: 00:09:00 •Module 05: Create Device inside Azure IoT Hub: 00:06:00 •Module 06: Enable Azure Cloud Shell and enable IoT Extension: 00:08:00 •Module 07: Send Data to Azure IoT Hub Using Python Program: 00:09:00 •Module 08: Send Actual Temperature and Humidity Values to Azure IoT hub: 00:03:00 •Module 09: Storing the Data on Microsoft Azure Using Custom Gateway: 00:13:00 •Module 10: Save data to blob storage using Stream Analytics Job: 00:12:00 •Module 11: Data Visualization with Power BI Part 1: 00:07:00 •Module 12: Data Visualization with Power BI Part 2: 00:12:00 •Module 13: Creating Custom web app with azure for data visualization Part 1: 00:10:00 •Module 14: Creating Custom web app with azure for data visualization Part 2: 00:14:00 •Module 15: Creating Custom web app with azure for data visualization Part 3: 00:12:00 •Module 16: Dealing with password error while pushing your webapp to azure: 00:01:00 •Module 17: Cleaning up Azure Resources: 00:02:00 •Module 18: Remote Monitoring using Azure Logic App Part 1: 00:12:00 •Module 19: Remote Monitoring using Azure Logic App Part 2: 00:10:00 •Module 01: Introduction to Thingspeak: 00:06:00 •Module 02: Create an account and send data to Thingspeak: 00:08:00 •Module 01: Getting started with SaaS IoT Platform io.adafruit.com: 00:08:00 •Module 02: What is MQTT?: 00:10:00 •Module 03: Sending Data to Adafruit Io Using MQTT Part 1: 00:17:00 •Module 04: Sending Data to Adafruit io Using MQTT part 2: 00:14:00 •Module 05: Home automation project with adafruit IO Part 1: 00:15:00 •Module 06: Home Automation Project with Adafruit IO Part 2: 00:02:00 •Module 01: IoT Security: 00:14:00 •Module 02: Conclusion: 00:01:00 •Resources - Internet of Things: 00:00:00 •Assignment - Internet of Things: 00:00:00

Get ready to tackle one of the most exciting and prominent features of the Go language with the help of this comprehensive course. If you are looking forward to getting started with advanced topics such as concurrency and levelling up your Go(lang) skills, then you are in the right place.

Duration 4 Days 24 CPD hours This course is intended for Security-operations (SecOps), or security, orchestration, automation, and response (SOAR) engineers, managed security service providers (MSSPs), service delivery partners, system integrators, and professional services engineers Overview This training is designed to enable a SOC, CERT, CSIRT, or SOAR engineer to start working with Cortex XSOAR integrations, playbooks, incident-page layouts, and other system features to facilitate resource orchestration, process automation, case management, and analyst workflow. The course includes coverage of a complete playbook-development process for automating a typical analyst workflow to address phishing incidents. This end-to-end view of the development process provides a framework for more focused discussions of individual topics that are covered in the course. The Cortex? XSOAR 6.8: Automation and Orchestration (EDU-380) course is four days of instructor-led training that will help you: Configure integrations, create tasks, and develop playbooks Build incident layouts that enable analysts to triage and investigate incidents efficiently Identify how to categorize event information and map that information to display fields Develop automations, manage content, indicator data, and artifact stores, schedule jobs, organize users and user roles, oversee case management, and foster collaboration This class is powered by Cloud Harmonics. Course Outline Module 1 - Core Functionality and Feature Sets Module 2 - Enabling and Configuring Integrations Module 3 - Playbook Development Module 4 - Classification and Mapping Module 5 - Layout Builder Module 6 - Solution Architecture Module 7 - Docker Module 8 - Automation Development and Debugging Module 9 - The Marketplace and Content Management Module 10 - Indicators and Threat Intelligence Management Module 11 - Jobs and Job Scheduling Module 12 - Users and Role-Based Access Controls (RBAC) Module 13 - Integration Development Additional course details: Nexus Humans Palo Alto Networks: Cortex XSOAR 6.8: Automation and Orchestration(EDU-380) 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 Palo Alto Networks: Cortex XSOAR 6.8: Automation and Orchestration(EDU-380) 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 system administrators and implementors interested in learning IBM Security Verify Access. Overview Describe IBM Security Verify Access product and its key features Discuss the architecture and deployment process Configure IBM Security Verify Access users, groups, and domains Introduce concepts of a reverse proxy and how it fits in your web-based infrastructure Describe protected object space and the policy access control model Explain how to set up reverse proxy junctions to handle web requests Discuss and configure authentication mechanisms that are supported by Verify Access Explain and set up logging, auditing, and tracing for Verify Access components IBM Security Verify Access helps you simplify your users' access while more securely adopting web, mobile, IoT, and cloud technologies. It can be deployed on premises, in a virtual or hardware appliance, or containerized with Docker. Verify Access also directly connects with Verify SaaS for a modernized, hybrid IAM approach to enable your organization's migration to identity as a service (IDaaS) at a comfortable pace. Using the skills taught in this course, you learn how to run Verify Access via Docker, configure authentication and authorization mechanisms, implement policy access control, and set up reverse proxy junctions to process web requests. Hands-on exercises reinforce the skills learned. Unit 1 Introduction to IBM Security Verify Access Unit 2 Architecture and deployment Unit 3 Managing users, groups, and domains Unit 4 Reverse Proxy (WebSEAL) concepts Unit 5 Managing access control Unit 6 Configuring junctions for back-end resources Unit 7 Authentication framework and methods Unit 8 Logging, auditing, and tracing Additional course details: Nexus Humans TW108G IBM Security Verify Access Foundations 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 TW108G IBM Security Verify Access Foundations course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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