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Duration 3 Days 18 CPD hours This course is intended for Data Wrangling with Python takes a practical approach to equip beginners with the most essential data analysis tools in the shortest possible time. It contains multiple activities that use real-life business scenarios for you to practice and apply your new skills in a highly relevant context. Overview By the end of this course, you will be confident in using a diverse array of sources to extract, clean, transform, and format your data efficiently. In this course you will start with the absolute basics of Python, focusing mainly on data structures. Then you will delve into the fundamental tools of data wrangling like NumPy and Pandas libraries. You'll explore useful insights into why you should stay away from traditional ways of data cleaning, as done in other languages, and take advantage of the specialized pre-built routines in Python.This combination of Python tips and tricks will also demonstrate how to use the same Python backend and extract/transform data from an array of sources including the Internet, large database vaults, and Excel financial tables. To help you prepare for more challenging scenarios, you'll cover how to handle missing or wrong data, and reformat it based on the requirements from the downstream analytics tool. The course will further help you grasp concepts through real-world examples and datasets. Introduction to Data Structure using Python Python for Data Wrangling Lists, Sets, Strings, Tuples, and Dictionaries Advanced Operations on Built-In Data Structure Advanced Data Structures Basic File Operations in Python Introduction to NumPy, Pandas, and Matplotlib NumPy Arrays Pandas DataFrames Statistics and Visualization with NumPy and Pandas Using NumPy and Pandas to Calculate Basic Descriptive Statistics on the DataFrame Deep Dive into Data Wrangling with Python Subsetting, Filtering, and Grouping Detecting Outliers and Handling Missing Values Concatenating, Merging, and Joining Useful Methods of Pandas Get Comfortable with a Different Kind of Data Sources Reading Data from Different Text-Based (and Non-Text-Based) Sources Introduction to BeautifulSoup4 and Web Page Parsing Learning the Hidden Secrets of Data Wrangling Advanced List Comprehension and the zip Function Data Formatting Advanced Web Scraping and Data Gathering Basics of Web Scraping and BeautifulSoup libraries Reading Data from XML RDBMS and SQL Refresher of RDBMS and SQL Using an RDBMS (MySQL/PostgreSQL/SQLite) Application in real life and Conclusion of course Applying Your Knowledge to a Real-life Data Wrangling Task An Extension to Data Wrangling

Description Register on the AWS Certified Database Specialty Exam Preparation (DBS-C01) today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The AWS Certified Database Specialty Exam Preparation (DBS-C01) course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.   Course Content Section 01: Introducing Databases Introduction 00:03:00 AWS Database - Specialty Recommended Knowledge 00:04:00 Databases Defined 00:05:00 Relational Databases 00:08:00 Database Management System (DBMS) 00:09:00 Cloud-Based vs. Local Databases 00:07:00 Database Applications 00:07:00 Database Access Languages 00:05:00 Introducing SQL 00:09:00 Reading Data with SQL 00:09:00 Writing Data with SQL 00:06:00 Working with Database Objects 00:07:00 Section 02: Database Services AWS Database Services 00:05:00 Relational Databases (Aurora, Redshift, RDS) 00:10:00 Key-Value (NoSQL) Databases (DynamoDB) 00:07:00 In-Memory Databases (ElastiCache) 00:06:00 Document Databases (Document DB) 00:06:00 Graph Databases (Neptune) 00:04:00 Time Series Databases (Timestream) 00:03:00 Ledger Databases (QLDB) 00:03:00 Instance-Based Database Servers 00:06:00 Access Control and Authentication 00:07:00 Section 03: Database Design Designing Databases 00:07:00 Using an ERD Tool 00:09:00 Designing Database Solutions 00:07:00 Designing for Performance 00:08:00 Designing for Scalability 00:07:00 Designing for Compliance 00:06:00 Planning for Recovery 00:06:00 Planning for High Availability 00:07:00 Planning for Encryption 00:06:00 Section 04: Database Deployment Creating RDS Databases 00:11:00 Connecting to an RDS Database (MySQL Workbench) 00:06:00 Creating DynamoDB Databases 00:07:00 Creating RedShift Databases 00:07:00 Creating DocumentDB Databases 00:07:00 Creating Instance-Based Databases 00:04:00 Creating Databases from the CLI 00:07:00 Automation of Database Creation 00:09:00 Orchestration of Database Creation 00:09:00 Section 05: Database Migration Migration Strategies 00:09:00 Preparing Data for Migration 00:06:00 Preparing the Cloud to Receive Data 00:07:00 Executing Data Migration 00:08:00 Validating Data Migration 00:05:00 Migrating using DMS 00:11:00 Section 06: Managing Databases General Maintenance Processes 00:07:00 Specific Maintenance Tasks 00:08:00 Backup and Restore Strategies 00:06:00 Performing an Unmanaged Database Backup 00:07:00 Performing a Managed Database Backup 00:05:00 Performing a Restoration 00:05:00 Section 07: Managing Database Services Managing RDS 00:08:00 Managing DynamoDB 00:04:00 Managing Redshift 00:05:00 Managing Other Databases 00:06:00 General Operational Environment Management 00:07:00 Section 08: Monitoring Database Solutions Introduction to Monitoring 00:06:00 AWS Alert Services 00:07:00 Using CloudWatch 00:08:00 Using Third-Party Monitoring Tools 00:06:00 Auditing through Monitoring 00:03:00 Special Security Auditing Tools 00:08:00 Improving Database Performance 00:07:00 Section 09: Troubleshooting Database Solutions Data Access Issues 00:09:00 Database Availability Issues 00:08:00 Database Performance Issues 00:06:00 Data Corruption Issues 00:05:00 Database Size Issues 00:06:00 Security Issues 00:08:00 General Troubleshooting Best Practices 00:07:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

R Programming for Data Science Tired of browsing and searching for a R Programming course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one R Programming bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand R Programming course that will enhance your skills and prepare you for the competitive job market. Also, ourexperts are available for answering your queries on R Programmingand help you along your learning journey. Advanced audio-visual learning modules of these R Programmingcourses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in R Programming, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This R Programming Bundle Consists of the following Premium courses: Course 01: R Programming for Data Science Course 02: Data Analytics with Tableau Course 03: Introduction to Data Analysis Course 04: Data Science with Python Course 05: Data Science & Machine Learning with Python Course 06: Data Structures Complete Course Course 07: Complete Google Analytics Course Course 08: Data Analysis in Excel Level 3 Course Course 09: Basic Google Data Studio Course 10: Data Center Training Essentials: General Introduction Course 11: SQL Programming Masterclass Course 12: Data Analysis in Excel Level 3 Course Course 13: Learn to Use Python for Spatial Analysis in ArcGIS Course 14: GDPR Data Protection Level 5 Enrol now in R Programming to advance your career, and use the premium study materials from Apex Learning. The R Programming for Data Science bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your R Programmingexpertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this R Programming for Data Science bundle. Requirements Our R Programming course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this R Programming expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (R Programming for Data Science) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (R Programming for Data Science) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

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This course on MongoDB is for absolute beginners and provides an interactive learning experience that reflects the most in-demand skills. The content will help you understand the concepts and methodology with regards to MongoDB in an effortless way. The strong basic understanding you gain initially will help you move toward learning more advanced concepts.

Learn theoretical and practical skills in cybersecurity, ethical hacking, cyber management, and develop safe networking principles. We will cover crafting phishing mails, performing brute force attacks, conducting audits with Burp Suite, gather data with Maltego software, and safeguard systems and networks from phishing, malware, ransomware, and social engineering.

The 'Microsoft Access Tables and Queries' course provides in-depth training on working with tables and queries in Microsoft Access. Participants will learn to create and edit tables in Design view, utilize the lookup wizard, import and link data from external sources, and export data to different formats. The course also covers creating and managing table relationships, using basic and calculated queries, utilizing query wizards, and performing advanced query operations like subqueries and Make Table, Append, Update, and Delete queries. Learning Outcomes: Navigate and understand the Microsoft Access interface for creating and managing tables and queries effectively. Create and edit tables using Design view and employ the lookup wizard to enhance data entry and accuracy. Import data from various external sources and link tables to access data from other data repositories. Export data from Access to different file formats for sharing and analysis. Establish and manage table relationships to ensure data integrity and smooth database operations. Utilize sorting and filtering techniques to organize and retrieve specific data from tables. Create basic queries to extract, filter, and sort data based on specific criteria. Prompt users for criteria in queries to provide dynamic and customized data retrieval. Create calculated fields in queries to perform mathematical or logical operations on data. Build Totals queries to summarize data and compute aggregate functions. Learn to work with multiple tables in queries, performing complex data retrieval and analysis. View and understand the SQL code behind Access queries for advanced customization. Utilize query wizards to create specialized queries efficiently. Implement subqueries for nested data retrieval and advanced filtering. Create Make Table, Append, Update, and Delete queries to modify and manage data efficiently. Use techniques to limit the number of records displayed in query results, enhancing data visibility and analysis. Why buy this Microsoft Access Tables and Queries? 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 Microsoft Access Tables and Queries 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 Microsoft Access Tables and Queries 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 Microsoft Access Tables and Queries does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft Access Tables and Queries 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 Microsoft Access Tables and Queries is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Microsoft Access Tables and Queries Tour of the screen 00:11:00 Using Design view to create and edit tables 00:45:00 Using the lookup wizard 00:09:00 Importing data from Other Data Sources into Access 00:18:00 Linking Tables from Other data Sources into Access 00:10:00 Exporting data from Access to other data types 00:03:00 Creating and Managing Table Relationships 00:10:00 Database Tools 00:05:00 Sort and Filter a Table 00:06:00 Basic Queries 00:22:00 Prompting the user for the criteria 00:05:00 Creating Calculated Fields in a Query 00:10:00 Creating Totals Queries 00:08:00 Multiple table Queries 00:12:00 Viewing the SQL code for an Access Query 00:06:00 Using the Query Wizards 00:09:00 Creating Subqueries 00:03:00 Creating Make Table, Append, Update and Delete Queries 00:19:00 Displaying a certain number of records 00:01:00 Assignment Assignment - Microsoft Access Tables and Queries 00:00:00

24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now! Are you tired of being stuck in a job that doesn't pay you what you're worth? Are you ready to take your career to the next level? As a Business Intelligence Analyst, you can earn an average salary of £30,000 to £60,000 per year in the UK. Our Business Intelligence Analyst bundle is designed to equip you with the skills and knowledge you need to succeed in this lucrative field. The bundle includes a QLS-endorsed course, which comes with a free hardcopy certificate, as well as ten additional courses that are CPD-QS accredited. With our training, you'll learn everything from business data analysis to strategic business planning, financial analysis to investment, and marketing to research methods in business. By the end of the bundle, you'll have a comprehensive understanding of the business intelligence and data analysis industry, giving you a competitive edge in the job market. Don't let another year go by without reaching your full potential. Invest in your future with our Business Intelligence Analyst bundle and start earning the salary you deserve. Enrol now and take the first step towards your dream career! 10 Premium Additional CPD QS Accredited Courses - Course 01: Business Data Analysis Course 02: Business Intelligence and Data Mining Diploma Course 03: Research Methods in Business Course 04: Business Analyst: Project Management Techniques Course 05: Strategic Business Planning Course 06: Make Business Plans: Forecasting and Budgeting Course 07: Online Financial Modelling Training Course 08: Financial Analysis Course Course 09: Investment Course 10: Marketing Course Why Prefer This Business Intelligence Analyst Bundle? You will receive a completely free certificate from the Quality Licence Scheme Option to purchase 10 additional certificates accredited by CPD Get a free Student ID Card - (£10 postal charges will be applicable for international delivery) Free assessments and immediate success results 24/7 Tutor Support Module-01: An Introduction to Business Intelligence Module-02: Real-time Business Intelligence Module-03: Fundamentals of Statistics and Data Science Module-04: Fundamentals of SQL Module-05: Database Management Essentials Module-06: Data Warehouse Concepts Module-07: Data Visualisation in Business Intelligence Module-08: Basics of Python How is the Business Intelligence AnalystBundle Assessment Process? You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you successfully pass the exams. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals looking to enhance their skills in business intelligence and data analysis. Individuals interested in a career as a Business Intelligence Analyst. Graduates looking to enter the business intelligence and data analysis industry Career path Our courses will prepare you for a range of careers, including: Junior Business Intelligence Analyst: £25,000 to £35,000 per year Business Intelligence Analyst: £40,000 to £60,000 per year Financial Analyst: £30,000 to £60,000 per year Certificates CPD QS Accredited Certificate Digital certificate - Included Upon successfully completing the Bundle, you will need to place an order to receive a PDF Certificate for each course within the bundle. These certificates serve as proof of your newly acquired skills, accredited by CPD QS. Also, the certificates are recognised throughout the UK and internationally. CPD QS Accredited Certificate Hard copy certificate - Included International students are subject to a £10 delivery fee for their orders, based on their location. Diploma in Business Intelligence Analyst at QLS Level 5 Hard copy certificate - Included

This video course teaches you how to secure Java framework applications with Spring Security. With the help of interesting activities and examples, you'll learn about using the capabilities of Spring Boot for securing web applications and you'll also delve into the Test-Driven Development approach to understand the features of Spring Security.

Boost Your Career By Enrolling In This Functional Skills IT & Python Programming Bundle 5 in 1 Functional Skills IT Bundle Improve your knowledge of Functional Skills with this Functional Skills IT & Python Programming bundle. This Functional Skills bundle is designed to build your competent skill set to enable the best possible outcome for you. Our Functional Skills bundle is ideal for those who aim to be the best in their fields. Designed for success, this Functional Skills course covers everything from basics to advanced topics in Functional Skills. Each lesson on this Functional Skills course is crafted for easy understanding, enabling you to become proficient in Functional Skills. Whether you are a beginner or looking to sharpen your existing skills, this Functional Skills is the ideal choice. So, enrol now in this Functional Skills Bundle Today to advance your career! This Functional Skills Bundle Contains 5 of Our Premium Courses: Course 01: Functional Skills IT Course 02: Essential IT Skills Level 2 Course 03: Diploma in Python Programming at QLS Level 5 Course 04: Microsoft SQL Server Development for Everyone Course 05: Electronic Device Maintenance and Troubleshooting Why Choose Our Functional Skills IT Course? Get a Free QLS QLS-endorsed certificate upon completion of this course Get a free student ID card with this Bundle Get instant access to this Bundle course. Learn from anywhere in the world This bundle course is affordable and simple to understand The Functional Skills course is an entirely online, interactive lesson with voiceover audio Lifetime access to the course materials The Functional Skills comes with 24/7 tutor support Assessment Process of Functional Skills Bundle Once you have completed all the courses in the Functional Skills bundle, you can assess your functional skills and knowledge with an optional assignment. Our expert trainers will assess your assignment on Functional Skills and give you feedback afterwards. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Please Note: This is not a regulated course. To get qualified, you may choose: Functional Skills Qualification in ICT at Level 2 Functional Skills Qualification in Information & Communication Technology (ICT) at Level 1 Functional Skills Qualification in Maths at Level 1 Functional Skills Qualification in Mathematics at Level 1 Functional Skills Qualification in English at Level 1 Functional Skills Qualification in English at Entry 1 / ICT at Level 2 / Mathematics at Entry 1 IGCSE English IGCSE Maths IGCSE Career path Functional Skills Certificates Digital certificate Digital certificate - £10 Hard copy certificate Hard copy certificate - £29 You can order your hard copy certificates at the cost of £29 (for each course).