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Duration 2 Days 12 CPD hours This course is intended for This intermediate course is for Business and Technical Specialist working with the Matching, Linking, and Search services of InfoSphere MDM Virtual module. Overview Understand how Matching and Linking work for both the Virtual Implementations of InfoSphere MDM Understand the MDM configuration project and database tables used by the PME Understand the PME Algorithms (Standardization, Bucketing and Comparison steps) and how to create and customize the algorithms using the workbench Understand how to analyze the Bucketing steps in an algorithm Understand how to generate weights for a given algorithm and how those weights are generated based on a sample database set Understand how to analyze the weights that are generated using the workbench Understand how to deploy the PME configuration for the Virtual implementations of InfoSphere MDM The InfoSphere MDM Virtual Module Algorithms V.11 course prepares students to work with and customize the algorithm configurations deployed to the InfoSphere MDM Probabilistic Matching Engine (PME) for Virtual MDM implementations. PME and Virtual Overview Virtual MDM Overview Terminology (Source, Entity, Member, Attributes) PME and Virtual MDM ( Algorithms, Weights, Comparison Scores, Thresholds) Virtual MDM Linkages and Tasks Virtual MDM Algorithms Standardization Bucketing Comparison Functions Virtual PME Data Model Algorithm configuration tables Member Derived Data Bucketing Data Bucket Analysis Analysis Overview Attribute Completeness Bucket Analysis Weights Weights Overview (Frequency-based weights, Edit Distance weights and Parameterize weights) The weight formula Running weight generation Analyzing weights Bulk Cross Match process Pair Manager Threshold calculations Additional course details: Nexus Humans ZZ880 IBM Virtual Module Algorithms for InfoSphere MDM V11 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 ZZ880 IBM Virtual Module Algorithms for InfoSphere MDM V11 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 5 Days 30 CPD hours This course is intended for This course is designed for business professionals who leverage data to address business issues. The typical student in this course will have several years of experience with computing technology, including some aptitude in computer programming. However, there is not necessarily a single organizational role that this course targets. A prospective student might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data-driven situations. Ultimately, the target student is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business. Overview In this course, you will learn to: Use data science principles to address business issues. Apply the extract, transform, and load (ETL) process to prepare datasets. Use multiple techniques to analyze data and extract valuable insights. Design a machine learning approach to address business issues. Train, tune, and evaluate classification models. Train, tune, and evaluate regression and forecasting models. Train, tune, and evaluate clustering models. Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance. For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform?by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This course will enable you to bring value to the business by putting data science concepts into practice Addressing Business Issues with Data Science Topic A: Initiate a Data Science Project Topic B: Formulate a Data Science Problem Extracting, Transforming, and Loading Data Topic A: Extract Data Topic B: Transform Data Topic C: Load Data Analyzing Data Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Use Visualizations to Analyze Data Topic D: Preprocess Data Designing a Machine Learning Approach Topic A: Identify Machine Learning Concepts Topic B: Test a Hypothesis Developing Classification Models Topic A: Train and Tune Classification Models Topic B: Evaluate Classification Models Developing Regression Models Topic A: Train and Tune Regression Models Topic B: Evaluate Regression Models Developing Clustering Models Topic A: Train and Tune Clustering Models Topic B: Evaluate Clustering Models Finalizing a Data Science Project Topic A: Communicate Results to Stakeholders Topic B: Demonstrate Models in a Web App Topic C: Implement and Test Production Pipelines

Duration 2 Days 12 CPD hours This course is intended for Built for those supporting a Citrix Virtual Apps and Desktops solution in a help desk or service desk capacity. An ideal candidate for this course interacts with end users to troubleshoot and resolve issues. Overview How to support end-users connecting to Citrix Virtual Apps and Desktops through Citrix Workspace App. How to use Citrix Director to gather information and interact with user sessions. A methodology to approach user related issues to minimize time to resolution. An understanding of the Citrix Virtual Apps and Desktops solution and the role of the components Learn to support end-users accessing virtual apps and desktops as part of a Citrix solution. In this course, you will learn to use Citrix Director to interact with user sessions and to capture information for solving issues or escalating to the administration team. Gain foundational knowledge about the Citrix Virtual Apps and Desktops technology and an understanding of how components interact. You will learn about each component focusing on common user related issues that may arise, and how to apply a methodical approach to solve them using real world scenarios. By the end of the course, you will be able to solve or escalate end-user issues appropriately Fundamental Architecture for the Help Desk Role Citrix Site Infrastructure and Deployment Models The Help Desk Role in the Fundamental Architecture Problem Resolution Methodology Citrix Director and its role in Help Desk Support Citrix Director Role and Purpose Access to Director for Help Desk Administrators Common Director Monitoring Tasks Common Help Desk AdministratorTroubleshooting Tasks Providing and Troubleshooting End User Access End User Access Overview Components between end users and published resources on VDAs User Experience Support End User Access Citrix Workspace App Workspace App Types Deploying Citrix Workspace app Pass though Authentication Supporting Citrix Workspace App User Sessions FlexCast Architecture User Sessions App and Desktop Launch Process User Profiles HDX Technologies Printing Introduction to Printing Printing Components Overview Supporting Printing

Duration 3 Days 18 CPD hours This course is intended for This is an introductory level React development course for web developers. Overview Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore: A basic and advanced understanding of React components An advanced, in-depth knowledge of how React works A complete understanding of using Redux How to build, validate, and populate interactive forms How to use inline styles for perfect looking components How to test React components How to build and use components How to get control of your build process Introduction to React | React Basics is a three-day hands-on course designed to get students quickly up and running with Core React skills. Geared for more experienced web developers new to React, this course provides students with the core knowledge and hands-on skills they require to build reliable, powerful React apps.Throughought the course students will explore React fundamentals with a progressive, example-driven approach. You?ll create your first apps, learn how to write components, start handling user interaction, and manage rich forms. We end the first part by exploring the inner workings of Create React App (Facebook?s tool for running React apps), and building a multi-page app that uses client-side routing.Every project in this course was built using Create React App. Create React App is based on Webpack, a tool which helps process and bundle our various JavaScript, CSS, HTML, and image files. We explore Create React App in-depth in the module ?Using Webpack with Create React App.?Students will build Single Page Applications (SPA), create robust routing with error handling, and both class and functional reusable components.The lab project will also include the use of form validation.NOTE: This is a foundational course that explores how to build your first React application. Students who want a deeper dive, withmore intermediate level topics such as Redux, REST, Unit Testing and more might consider the TT4195 Mastering React five-daysuperset of this class as an alternative. ES6 Primer Prefer const and let over var Arrow functions Modules Object.assign() Template literals The spread operator and Rest parameters Enhanced object literals Default arguments Destructuring assignments Your First React Web Application Setting up your development environment JavaScript ES6 /ES7 What?s a component? Building The App Making The App data-driven Your app?s first interaction JSX and the Virtual DOM React Uses a Virtual DOM Why Not Modify the Actual DOM? What is a Virtual DOM? Virtual DOM Pieces ReactElement JSX

Are you ready to embark on an enlightening journey of wisdom with the WordPress bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our bundle - WordPress - Complete Website Masterclass. Delve into eight immersive CPD Accredited courses, each a simple course: Course 1: WordPress Training for Everyone Course 2: WordPress Security Mastery Course 3: How To Build Easy Drag & Drop Landing Pages With WordPress Course 4: Using WordPress for Affiliate Marketing Course 5: Learn to Code HTML, CSS, Javascript: Guide for Beginners Course 6: PHP Webforms for Everyone Course 7: MySql Masterclass Course 8: User Experience Design from A-Z: Adobe XD UI/UX Design Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the WordPress - Complete Website Masterclass bundle illuminate your path to wisdom. The WordPress - Complete Website Masterclass bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the WordPress - Complete Website Masterclass package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the WordPress bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the WordPress - Complete Website Masterclass community today and let your voyage of discovery begin! Learning Outcomes: Upon completion of the WordPress - Complete Website Masterclass Bundle, you will be able to: Attain a holistic understanding in the designated areas of study with the WordPress bundle. Establish robust bases across each course nestled within the WordPress bundle. Decipher intricate concepts through the articulate content of the WordPress bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the WordPress - Complete Website Masterclass bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The WordPress bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the WordPress - Complete Website Masterclass bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The WordPress bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the WordPress bundle allows learners to make meaningful contributions to their chosen fields. Embark on the WordPress journey and let knowledge guide you towards a brighter future. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Requirements Without any formal requirements, you can delightfully enrol in this WordPress - Complete Website Masterclass Bundle. Career path Armed with the WordPress - Complete Website Masterclass bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the WordPress bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

Are you ready to embark on an enlightening journey of wisdom with the Web Development bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Web Development (CSS, HTML & Bootstrap 4). Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Learn Web Development from Scratch Course 02: HTML Web Development Crash Course Course 03: CSS Web Development Crash Course Course 04: Bootstrap 4 Responsive Web Development Course 05: Front End Web Development Training for Everyone Course 06: Web Design in Affinity Designer Course 07: Advanced Diploma in User Experience UI/UX Design Course 08: UX (User Experience) Fundamentals Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Web Development (CSS, HTML & Bootstrap 4) bundle illuminate your path to wisdom. The Web Development (CSS, HTML & Bootstrap 4) bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Web Development (CSS, HTML & Bootstrap 4) package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Web Development bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Web Development (CSS, HTML & Bootstrap 4) community today and let your voyage of discovery begin! 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Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Web Development bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Web Development bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Web Development bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Web Development bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Web Development journey and let knowledge guide you towards a brighter future. CPD 85 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Web Development bundle is suitable for: Aspiring Web Developers: Beginners seeking foundational web development skills. Front-End Developers: Professionals enhancing skills in responsive design and user experience. Graphic Designers: Designers expanding into web design using tools like Affinity Designer. UX/UI Designers: Specialists improving their knowledge in user experience and UI design. Entrepreneurs: Business owners wanting to build or manage their websites. Anyone with a thirst for knowledge and a passion for continuous learning. Requirements Without any formal requirements, you can delightfully enrol in this Web Development bundle. Career path This Web Development bundle will help to pursue various career paths: Junior Web Developer HTML Developer CSS Developer Bootstrap Web Developer Front-End Web Developer UI/UX Designer Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

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Have you ever wondered how businesses transform raw data into actionable insights or how financial analysts accurately pinpoint market trends? Microsoft Excel stands tall as the fulcrum that balances numerous sectors of the business world. This 8-course Microsoft Excel Mastery: AutoCAD, SQL, Data Analysis, Financial Modelling & Marketing bundle dives deep into the myriad applications of Microsoft Excel, from interfacing with AutoCAD to crafting marketing strategies and comprehensive financial models. In an era defined by data-driven decisions, this 8-course Microsoft Excel Mastery: AutoCAD, SQL, Data Analysis, Financial Modelling & Marketing bundle is tailored to equip learners with the multifaceted applications of Microsoft Excel. Ranging from foundational Excel operations to advanced integrations with tools like AutoCAD and MySQL, the course bundle aims to foster expertise in data management, analysis, and visualisation. Whether you're venturing into financial modelling, HR analytics, or design integration, this bundle serves as a comprehensive guide to mastering Excel in diverse professional realms, ensuring you are well-prepared to leverage its capabilities in the modern workplace. Ready to excel in your career? Embrace the transformative power of data and design by mastering Microsoft Excel with our comprehensive course bundle. Dive in now and shape your future with unparalleled proficiency! The Eight CPD Accredited courses that the bundle includes are: Course 1: Microsoft Excel Course for Everyone - Complete Excel Course Course 2: Excel VBA/Macros Foundations Course 3: Dynamic Excel Gantt Chart and Timelines Course 4: Hands on Programming on AutoCAD to Excel Using VB.NET Course 5: Learn MySQL from Scratch for Data Science and Analytics Course 6: Data Analytics Course 7: Build HR Dashboard using Excel Course 8: Financial Modelling Using Excel Learning Outcomes: Gain comprehensive knowledge and understanding of Microsoft Excel and its vast capabilities. Understand the seamless integration between Excel and tools like AutoCAD and MySQL. Develop proficiency in creating intricate financial models and marketing strategies. Acquire skills to analyse data, forecast trends, and build informative dashboards. Learn the principles of personal finance management using Excel. Master the art of crafting Gantt charts and timelines for effective project management. Microsoft Excel Course for Everyone - Complete Excel Course: Acquaint yourself with the foundational and advanced facets of Microsoft Excel, fostering data management expertise. Excel VBA/Macros Foundations: Dive into the transformative world of VBA, unlocking Excel's programming potentials. Dynamic Excel Gantt Chart and Timelines: Grasp the essentials of project management by designing insightful Gantt charts and timelines in Excel. Hands on Programming on AutoCAD to Excel Using VB.NET: Bridge the realms of design and data by merging AutoCAD functionalities with Microsoft Excel's prowess. Learn MySQL from Scratch for Data Science and Analytics: Understand the confluence of Excel and MySQL, anchoring data science and analytics. Data Analytics: Master the techniques of transforming raw numbers into actionable insights using Microsoft Excel. Build HR Dashboard using Excel: Curate informative HR dashboards, offering a snapshot of organisational metrics, all within Excel. Financial Modelling Using Excel: Unravel the intricacies of financial markets, crafting accurate models in Microsoft Excel. CPD 90 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on enhancing their Microsoft Excel skills for professional or personal reasons. Marketing professionals aiming to refine their strategic planning with Excel. Financial analysts and enthusiasts looking to build and understand models in Excel. Data scientists and analysts desire to integrate Excel with tools like MySQL. Design engineers and architects keen on integrating AutoCAD designs with Excel data. Career path Data Analyst Financial Modeller Marketing Strategist HR Dashboard Specialist Database Administrator (with Excel integration knowledge) Project Manager (familiar with Gantt and timelines in Excel) Design Engineer using Excel with AutoCAD Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

Description Take your steps towards learning the advanced concepts of SQL by taking this SQL Developer 2014 Advanced. Through the course, you will master SQL skills and be able to take full command of SQL. You will learn to create materialised views and improve performance by using simple SQL syntax. Learn about partition the tables and performance optimisation using SQL partitioning and explore how to use analytic SQL to aggregate, analyse and report, and model data using the SQL analytic capabilities. You will also learn to interpret the concept of a hierarchical query, create a tree-structured report, format hierarchical data, and exclude branches from the tree structure by practising SQL Hierarchical features. Use of regular expressions and sub-expressions to search, match and replace strings using SQL built-in functions also explained in this course. Step up to the next level to learn more about the advanced SQL theories which will put you better in your performance and career advancement. 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 completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. 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 recognized 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module: 01 Topic A Partitioning FREE 00:20:00 Topic B Creating Partition Tables 00:30:00 Topic C Querying Partitions 00:14:00 Topic D Managing Partitions 00:17:00 Module: 02 Topic A Complex Querying 00:22:00 Topic B Rankings 00:15:00 Topic C SubQueries 00:21:00 Topic D Common Table Expressions 00:17:00 Module: 03 Topic A Complex Data and Structures 00:26:00 Topic B Efficient Queries 00:36:00 Topic C Complex Queries 00:17:00 Module: 04 Topic A XML Data Type 00:28:00 Topic B XML Schemas 00:17:00 Topic C Querying XML 00:20:00 Topic D Best Practices 00:08:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This comprehensive course, 'SQL for Data Science, Data Analytics, and Data Visualization,' covers essential SQL concepts and tools for working with data. Participants will learn to manipulate, analyze, and visualize data using SQL Server, Azure Data Studio, and other relevant tools. The course also delves into advanced SQL commands, stored procedures, and data import/export, making it ideal for aspiring data professionals. Learning Outcomes: Set up and configure SQL Server and SQL Azure Data Studio for data analysis. Master SQL statements for data manipulation, data structure, and user management. Utilize SQL queries, joins, and aggregate functions for efficient data analysis. Understand SQL constraints, views, and advanced commands for in-depth data exploration. Create and implement SQL stored procedures to automate tasks. Leverage Azure Data Studio for data visualization and perform data analysis with SQL. Why buy this SQL for Data Science, Data Analytics and Data Visualization? 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 SQL for Data Science, Data Analytics and Data Visualization 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 SQL for Data Science, Data Analytics and Data Visualization 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 SQL for Data Science, Data Analytics and Data Visualization does not require you to have any prior qualifications or experience. You can just enrol and start learning.This SQL for Data Science, Data Analytics and Data Visualization 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 SQL for Data Science, Data Analytics and Data Visualization is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Getting Started Introduction 00:03:00 How to get course requirements 00:03:00 Getting started on Windows, Linux or Docker 00:01:00 How to ask great questions 00:01:00 FAQ's 00:01:00 Section 02: SQL Server setting up Section Introduction 00:02:00 Microsoft SQL Server Installation 00:19:00 SQL Server Management Studio (SSMS) Installation 00:08:00 How to connect MS SQL (Windows Authentication) 00:04:00 How to connect MS SQL (SQL Server Authentication) 00:03:00 Download and Restore Sample Database 00:07:00 Section 03: SQL Azure Data Studio What is Azure Data Studio 00:06:00 Azure Data Studio Installation steps 00:07:00 Azure Data Studio to Connect SQL Server 00:09:00 Create a Database 00:07:00 Create a Table 00:09:00 Insert Data rows 00:07:00 View the Data returned by Query 00:03:00 Section 04: SQL Database basic SSMS Section Introduction 00:01:00 Overview of Databases8 00:11:00 Creating Database 00:05:00 SQL Data Types 00:03:00 Column Data Types on SSMS 00:04:00 Creating Table 00:09:00 Overview of Primary Key and Foreign Key 00:04:00 Primary Key 00:04:00 Foreign Key 00:07:00 Creating Temporary tables 00:06:00 Section 05: SQL Statements for DATA Section Introduction 00:01:00 Insert statement 00:08:00 Update statement 00:05:00 Delete statement 00:03:00 Section 06: SQL Data Structure statements Section Introduction 00:01:00 CREATE table statement 00:03:00 DROP statement 00:02:00 ALTER statement 00:05:00 TRUNCATE statement 00:04:00 COMMENT in query 00:01:00 RENAME 00:02:00 Section 07: SQL User Management Create Database user 00:04:00 GRANT permissions 00:06:00 REVOKE permissions 00:04:00 Section 08: SQL Statement Basic Section Introduction 00:01:00 SQL Statement basic 00:03:00 SELECT Statement 00:07:00 SELECT DISTINCT 00:03:00 SELECT with column headings 00:03:00 Column AS statement 00:02:00 Section 09: Filtering Data rows SELECT WHERE Clause - theory 00:04:00 SELECT WHERE Clause - practical 00:07:00 Section 10: Aggregate functions Sum() 00:08:00 Min()-Max() 00:06:00 Section 11: SQL Query statements Order By statement 00:05:00 SELECT TOP clause in SQL 00:04:00 BETWEEN command 00:08:00 IN operator 00:04:00 Wildcard Characters and LIKE 00:05:00 Section 12: SQL Group by statement Section Introduction 00:01:00 Group by - theory8 00:03:00 Group by - practical 00:05:00 HAVING statement 00:04:00 Section 13: JOINS for Multiple table Data Analysis Overview of Joins 00:02:00 What are Joins 00:02:00 Inner join 00:08:00 Left outer join 00:03:00 Right outer join 00:02:00 Full outer join 00:01:00 Union 00:03:00 Cartesian Product with the Cross Join 00:03:00 Query Exercise 00:01:00 Solution for Query Exercise 00:01:00 Section 14: SQL Constraints Section introduction 00:01:00 Check constraint 00:07:00 NOT NULL constraint 00:08:00 UNIQUE constraint 00:05:00 Section 15: Views Creating Views 00:04:00 Reporting with multiple tables 00:03:00 Section 16: Advanced SQL commands Section Introduction 00:01:00 Timestamp 00:04:00 Extract from timestamp 00:03:00 Mathematical scalar functions 00:04:00 String functions 00:05:00 Sub Query 00:03:00 SELECT with calculations 00:06:00 Section 17: SQL Stored procedures Create stored procedure 00:05:00 Stored procedure with parameter 00:04:00 Section 18: Azure Data Studio Visualization Installing SandDance Extension 00:03:00 Visualization Charts 00:05:00 Multiple Table Data Charts 00:06:00 Section 19: Azure Studio SQL for Data Analysis Type Decision for Data Analysis 00:13:00 Data Analysis with Case Statement and String Text 00:09:00 Section 20: Import & Export data Section Introduction 00:01:00 Import Flat File 00:05:00 Import .csv or excel file 00:03:00 Export Data to Excel or any format 00:06:00 Section 21: Backup and Restore Database Section Introduction 00:01:00 Creating Database backup 00:04:00 Restoring Database backup 00:04:00