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Discover the power of data science and machine learning with Python! Learn essential techniques, algorithms, and tools to analyze data, build predictive models, and unlock insights. Dive into hands-on projects, from data manipulation to advanced machine learning applications. Elevate your skills and unleash the potential of Python for data-driven decision-making.

SQL programming is the programming that manages data in the Relational Database Management System. The Mastering SQL Programming course aims to teach you how to optimise the accessibility and maintenance of data with the Structured Query Language SQL programming language, and gain a solid foundation for building, querying, and manipulating databases. This SQL Programming course will provide you the standard language, but also identifies deviations from the standard in two widely-used database products, Oracle and Microsoft SQL Server. You will understand SQL functions, join techniques, database objects and constraints, and will be able to write useful SELECT, INSERT, UPDATE and DELETE statements. Learn what SQL is and how to create, manipulate, and create reports from database tables from the best SQL courses. Important concepts associated with relational databases will be covered. You will run SQL commands to create database tables and define data element types. Enrol Now to start boosting your SQL skills! Key topics to be covered Stored Procedures Returning Data Testing and Debugging SQL CLR Code Dynamic SQL Column sets Learning Outcomes Know the tools for creating views with examples, columns and indexed views, creating stored procedures, testing and debugging. Learn how to create triggers, execute with result sets, use inline table valued functions, and use the multi statement function. Learn about transaction concepts, explicit transactions, and structured error handling. Understanding of different functions, data tools, database management, comparing database schemas, offline database management and much more. Master partitioning, managing partitions, querying partitions, complex querying, table expressions, efficient queries and complex queries. Why Choose this Course Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of- Video lessons Online study supplies Mock tests Multiple-choice evaluation Assignment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment To successfully complete the course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for Quality Licence Scheme endorsed certificate of achievement. To verify your enhanced skills in the subject, we recommend that you also complete the assignment questions. These can be completed at any time which is convenient for yourself and will be assessed by our in-house specialised tutors. Full feedback will then be given on your current performance, along with any further advice or support. Who is this course for? Anyone who wants to gain extensive knowledge, potential experience and expert skills in SQL programming. Those who have an interest in production planning. Students from any academic backgrounds

Overview Statistical Concepts and Application with R Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Statistical Concepts and Application with R Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Introduction to the course Introduction 00:03:00 Single Linear Regression Install R, RStudio and Basic Functionality 00:08:00 Basics of Linear Regression 00:03:00 Basics of Linear Regression Ctnd 00:03:00 Linear Regression Analysis 00:09:00 Linear Relationships 00:09:00 Line of Best Fit, SSE and MSE 00:05:00 Linear Regression Analysis Ctnd 00:02:00 Regression Results and Interpretation 00:10:00 Predicting Future Profits 00:13:00 Statistical Validity Tests 00:09:00 Statistical Validity Discussion 00:07:00 Single Linear Regression 00:06:00 Multiple Linear Regression Single Linear Regression 00:06:00 Importing the data 00:04:00 Correlation Matrix and MLR 00:08:00 MLR Results and ANOVA 00:07:00 The Best Model? 00:05:00 Interaction Terms and Validity Testing 00:18:00 ANOVA and Predictions 00:18:00 Non-linear Regression Non-linear Regression (and Recap) 00:07:00 Logistic Regression Overview 00:22:00 Logistic Regression: Odds, Logs and Poisson 00:13:00 Logistic Regression: Fitting the Models in R 00:24:00 Optimization Theory and Differential Calculus Differential Calculus - Finding the Maximum and the Minimum 00:15:00 Differential Calculus: One Unknown Input 00:08:00 Analysis in R: One Unknown Input Differential Calculus 00:29:00 Differential Calculus - Two Unknown Inputs 00:07:00 Analysis in R: Two Unknown Inputs Differential Calculus 00:44:00 Downloadable Resources Resource - Statistical Concepts and Application with R 00:00:00

This course empowers you to create interactive web applications using Shiny for Python. From fundamental concepts to advanced techniques, you will master web development with Python as your toolkit. Develop dynamic projects, learn diverse deployment methods, and embark on a journey to become a skilled Python web developer.

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Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

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Overview of MySql Masterclass The digital world has changed how businesses work in the UK, and database management is now a key part of every successful company. MySQL is one of the most popular tools for this job, used by over 40% of websites around the world. In the UK, big names like BBC, Sky, and many tech startups in London’s Silicon Roundabout rely on MySQL. The MySql Masterclass is designed to help people learn the skills needed to build a strong career in this growing field. Database experts in the UK earn an average salary of £45,000 each year, making it a smart career choice. The MySql Masterclass has 41 helpful modules that start with the basics and move up to more advanced topics. Students will learn how to create databases, write MySQL commands, use joins, and manage stored procedures. The course also teaches how to make systems run faster and safer with performance and security tools. Other important topics include handling JSON data, using full-text search, and working with replication. These are all things that modern companies look for in a database specialist. This MySql Masterclass is made for beginners and gives them the knowledge they need to handle real business databases. It helps students build strong skills in design, optimisation, and administration. The UK’s tech industry is worth £150 billion a year, and the MySql Masterclass helps learners get ready for job opportunities in many areas like retail, health, and finance. Learning Outcomes By the end of the MySql Masterclass, learners will be able to: Build and manage MySQL databases from the ground up Use SELECT, INSERT, UPDATE, and DELETE commands with confidence Work with advanced joins, unions, and stored procedures Design and use indexes, views, and full-text search for better performance Set up MySQL replication, backups, and basic system administration Handle JSON data and manage time zone settings within databases Who is this course for? Aspiring Database Administrators who want full MySQL training to manage databases, user access, and backups in organisations needing strong data systems. Software Developers who want to improve their backend development by learning MySQL queries, stored procedures, and database performance skills. Data Analysts who need advanced SQL to pull useful data from complex tables using joins, group functions, and reporting tools. IT Professionals looking to build database knowledge, including how to configure, tune, and fix issues in MySQL systems. Career Changers with little or no tech background who want to start in database roles, learning from the basics to advanced MySQL tasks. Process of Evaluation After studying the MySql Masterclass Course, your skills and knowledge will be tested with an MCQ exam or assignment. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the MySql Masterclass Course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. (Each) Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. (Each) Shipping Charges: Inside the UK: £3.99 International: £10.99 Requirements You don’t need any educational qualification or experience to enrol in the MySql Masterclass course. Career Path Completing this MySql Masterclass course could lead to rewarding jobs like: Database Administrator – £35K to £65K per year MySQL Developer – £30K to £55K per year Data Analyst – £25K to £45K per year Backend Developer – £35K to £60K per year Database Consultant – £40K to £70K per year Course Curriculum: MySql Masterclass Module 1: Introduction on MySQL 01:00:00 Module 2: Data Types 00:51:00 Module 3: SELECT Statements 00:59:00 Module 4: Backticks 00:15:00 Module 5: NULL 00:18:00 Module 6: Limit and Offset 00:13:00 Module 7: Creating databases 00:18:00 Module 8: Using Variables 00:25:00 Module 9: Comment MySQL 00:14:00 Module 10: INSERT Statements 00:29:00 Module 11: DELETE Statements 00:21:00 Module 12: UPDATE Statements 00:20:00 Module 13: ORDER BY Clause 00:08:00 Module 14: Group By 00:18:00 Module 15: Errors in MySQL 00:10:00 Module 16: Joins 00:37:00 Module 17: Joins continued 00:11:00 Module 18: UNION 00:18:00 Module 19: Arithmetic 00:20:00 Module 20: String operations 00:33:00 Module 21: Date and Time Operations 00:08:00 Module 22: Handling Time Zones 00:07:00 Module 23: Regular Expressions 00:19:00 Module 24: VIEWS 00:20:00 Module 25: Table Creation 00:23:00 Module 26: ALTER TABLE 00:23:00 Module 27: Drop Table 00:05:00 Module 28: MySQL LOCK TABLE 00:10:00 Module 29: Error codes 00:08:00 Module 30: Stored routines (procedures and functions) 00:29:00 Module 31: Indexes and Keys 00:24:00 Module 32: Full-Text search 00:18:00 Module 33: PREPARE Statements 00:09:00 Module 34: JSON 00:11:00 Module 35: Extract values from JSON type 00:05:00 Module 36: MySQL Admin 00:08:00 Module 37: TRIGGERS 00:12:00 Module 38: Configuration and tuning 00:07:00 Module 39: Events 00:08:00 Module 40: ENUM 00:09:00 Module 41: Collations, Transactions, Log files, Replication, Backup 00:41:00

Build a stunning cinematic 3D animation scene from start to finish in Unreal Engine 4