730 Computing & Software Development Tools courses in Manchester delivered Online

Duration 4 Days 24 CPD hours This course is intended for This class is intended for experienced developers who are responsible for managing big data transformations including: Extracting, loading, transforming, cleaning, and validating data. Designing pipelines and architectures for data processing. Creating and maintaining machine learning and statistical models. Querying datasets, visualizing query results and creating reports Overview Design and build data processing systems on Google Cloud Platform. Leverage unstructured data using Spark and ML APIs on Cloud Dataproc. Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow. Derive business insights from extremely large datasets using Google BigQuery. Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML. Enable instant insights from streaming data Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data. Introduction to Data Engineering Explore the role of a data engineer. Analyze data engineering challenges. Intro to BigQuery. Data Lakes and Data Warehouses. Demo: Federated Queries with BigQuery. Transactional Databases vs Data Warehouses. Website Demo: Finding PII in your dataset with DLP API. Partner effectively with other data teams. Manage data access and governance. Build production-ready pipelines. Review GCP customer case study. Lab: Analyzing Data with BigQuery. Building a Data Lake Introduction to Data Lakes. Data Storage and ETL options on GCP. Building a Data Lake using Cloud Storage. Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions. Securing Cloud Storage. Storing All Sorts of Data Types. Video Demo: Running federated queries on Parquet and ORC files in BigQuery. Cloud SQL as a relational Data Lake. Lab: Loading Taxi Data into Cloud SQL. Building a Data Warehouse The modern data warehouse. Intro to BigQuery. Demo: Query TB+ of data in seconds. Getting Started. Loading Data. Video Demo: Querying Cloud SQL from BigQuery. Lab: Loading Data into BigQuery. Exploring Schemas. Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA. Schema Design. Nested and Repeated Fields. Demo: Nested and repeated fields in BigQuery. Lab: Working with JSON and Array data in BigQuery. Optimizing with Partitioning and Clustering. Demo: Partitioned and Clustered Tables in BigQuery. Preview: Transforming Batch and Streaming Data. Introduction to Building Batch Data Pipelines EL, ELT, ETL. Quality considerations. How to carry out operations in BigQuery. Demo: ELT to improve data quality in BigQuery. Shortcomings. ETL to solve data quality issues. Executing Spark on Cloud Dataproc The Hadoop ecosystem. Running Hadoop on Cloud Dataproc. GCS instead of HDFS. Optimizing Dataproc. Lab: Running Apache Spark jobs on Cloud Dataproc. Serverless Data Processing with Cloud Dataflow Cloud Dataflow. Why customers value Dataflow. Dataflow Pipelines. Lab: A Simple Dataflow Pipeline (Python/Java). Lab: MapReduce in Dataflow (Python/Java). Lab: Side Inputs (Python/Java). Dataflow Templates. Dataflow SQL. Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Building Batch Data Pipelines visually with Cloud Data Fusion. Components. UI Overview. Building a Pipeline. Exploring Data using Wrangler. Lab: Building and executing a pipeline graph in Cloud Data Fusion. Orchestrating work between GCP services with Cloud Composer. Apache Airflow Environment. DAGs and Operators. Workflow Scheduling. Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery. Monitoring and Logging. Lab: An Introduction to Cloud Composer. Introduction to Processing Streaming Data Processing Streaming Data. Serverless Messaging with Cloud Pub/Sub Cloud Pub/Sub. Lab: Publish Streaming Data into Pub/Sub. Cloud Dataflow Streaming Features Cloud Dataflow Streaming Features. Lab: Streaming Data Pipelines. High-Throughput BigQuery and Bigtable Streaming Features BigQuery Streaming Features. Lab: Streaming Analytics and Dashboards. Cloud Bigtable. Lab: Streaming Data Pipelines into Bigtable. Advanced BigQuery Functionality and Performance Analytic Window Functions. Using With Clauses. GIS Functions. Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz. Performance Considerations. Lab: Optimizing your BigQuery Queries for Performance. Optional Lab: Creating Date-Partitioned Tables in BigQuery. Introduction to Analytics and AI What is AI?. From Ad-hoc Data Analysis to Data Driven Decisions. Options for ML models on GCP. Prebuilt ML model APIs for Unstructured Data Unstructured Data is Hard. ML APIs for Enriching Data. Lab: Using the Natural Language API to Classify Unstructured Text. Big Data Analytics with Cloud AI Platform Notebooks What's a Notebook. BigQuery Magic and Ties to Pandas. Lab: BigQuery in Jupyter Labs on AI Platform. Production ML Pipelines with Kubeflow Ways to do ML on GCP. Kubeflow. AI Hub. Lab: Running AI models on Kubeflow. Custom Model building with SQL in BigQuery ML BigQuery ML for Quick Model Building. Demo: Train a model with BigQuery ML to predict NYC taxi fares. Supported Models. Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML. Lab Option 2: Movie Recommendations in BigQuery ML. Custom Model building with Cloud AutoML Why Auto ML? Auto ML Vision. Auto ML NLP. Auto ML Tables.

Are you ready to embark on an enlightening journey of wisdom with the Lean Six Sigma Green Belt 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 - Lean Six Sigma Green Belt. Delve into eight immersive CPD Accredited courses, each a standalone course: Complete Lean Six Sigma Green Belt Course for Service Industry Advance Lean Six Sigma Black Belt Course Professional Lean Management: Service Industry Lean Six Sigma: Toolkit Project Management Fundamentals of Quality Management Process Improvement Process Mapping: Toolkit Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Lean Six Sigma Green Belt bundle illuminate your path to wisdom. The Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Lean Six Sigma Green Belt bundle. Establish robust bases across each course nestled within the Lean Six Sigma Green Belt bundle. Decipher intricate concepts through the articulate content of the Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Lean Six Sigma Green Belt journey and let knowledge guide you towards a brighter future. CPD 80 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. Career path Armed with the Lean Six Sigma Green Belt 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 Lean Six Sigma Green Belt 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

This event is designed to teach business leaders and IT technical professionals the benefits of computing in the AWS Cloud.

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

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

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

Learn to use DevOps tools from an industrial point of view. This course will help you get a firsthand experience of what it is like to be a DevOps engineer. Create DevOps CI/CD pipelines using Git, Jenkins, Ansible, Docker, SonarQube, and Kubernetes on AWS. Start your DevOps journey today. This course has been created from the perspective of a DevOps engineer who doesn't typically write application code.

Learn modern frameworks and technologies, including JavaScript ES6, Bootstrap 5, Tailwind CSS, React, MongoDB, Express, and Nodejs. It's a step-by-step guide to building powerful web applications using cutting-edge technologies for your start-up or business. Learn powerful skills that will make you invaluable in the job market with no coding knowledge.

Are you someone who wants to utilise the database and how it can be effectively used for your business? Do you have the plans to make your database but you are struggling since don't have the right skills to start it? Worry no more! This course is designed to help you in this dilemma. Have you ever heard about the database? Or have you heard about it and want to use it on your own? Then this course will be able to help you in that. There are a lot of people who do not like to deal with database, scripts and all the technical parts, this hinders them to start learning because they already have the mindset that it is difficult. Database creation might be difficult, but with the correct attitude and practical database skills, you will surely avoid the difficulties! You have to keep in mind that the end goal should guarantee the creation of the database and to be able to make more whenever you need it. In this course, you will first know how to create your database and database users. You will then master how to import database tables since most new scripts come with a built-in installer, the scripts create all database, but when the time comes that there is no installer provided, then you have to create one manually. Course Highlights Database for Beginners is an award-winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Database for Beginners into 9 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 8 hours, 40 minutes hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Database for Beginners Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment, and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Database for Beginners is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Database for Beginners is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Database Basics What is a Database FREE 01:00:00 Definition of Terms FREE 01:00:00 Database Users and Languages 01:00:00 Components of a Database System 01:00:00 Basic Set Concepts 01:00:00 Relations as a Database 01:00:00 Relational Database Operators 01:00:00 Database keys 01:00:00 Additional Supporting Material Database_Basics 00:00:00 Mock Exam Mock Exam- Database for Beginners 00:20:00 Final Exam Final Exam- Database for Beginners 00:20:00

🚀 Unlock the Power of Cloud Storage with Our 'Introduction to Amazon S3 Essentials' Course! 🌐   Are you ready to dive into the world of cloud storage and harness the unparalleled potential of Amazon S3? Look no further! Our comprehensive online course is your gateway to mastering the fundamentals of Amazon S3, designed to empower beginners and enthusiasts alike.   🔍 What You'll Learn: Foundation of Amazon S3: Gain a solid understanding of Amazon Simple Storage Service (S3) and its core functionalities. Setting Up & Configuration: Learn step-by-step how to create buckets, set permissions, and configure storage options effectively. Data Management: Master the art of storing, retrieving, and organizing data efficiently in Amazon S3. Security & Compliance: Understand best practices for securing your data and complying with industry standards. Integration & Automation: Explore integration possibilities and automate processes for seamless functionality.   💡 Why Choose Our Course? Expert Guidance: Led by industry experts with extensive experience in cloud computing and Amazon S3. Practical Approach: Hands-on exercises and real-life examples to reinforce learning. Flexible Learning: Study at your own pace, accessible 24/7 from anywhere in the world. Updated Content: Stay current with the latest trends, tips, and techniques in Amazon S3.   🎓 Who Is This Course For? Newcomers to Cloud Computing: Perfect for beginners looking to understand the basics of Amazon S3. IT Professionals: Enhance your skill set and advance your career in cloud technology. Developers & Entrepreneurs: Learn how to optimize Amazon S3 for your projects or business.   🏆 Enroll Today and Take Your First Step Towards Mastery! 🏆 Invest in your future with our 'Introduction to Amazon S3 Essentials' course and gain the expertise to navigate the world of cloud storage confidently. 👉 Don't miss this opportunity! Enroll now and unlock the potential of Amazon S3! 👈 Course Curriculum Basic Overview 00:00 Pricing 00:00 Set Up 00:00 File Storage 00:00 File Interface-Filezilla 00:00 File Interface-Cloudberry 00:00 File Delivery 00:00 File Backup 00:00 File Backup- Part-2 00:00 File Sharing 00:00 Cloud Transfers 00:00 Zapier Connection - Part 1 - Dropbox 00:00 Zapier Connection - Part 2 - Google Drive 00:00 Hosting Multimedia on S3 00:00 Using a Multimedia Interface on S3 00:00 Should I Host Multimedia on S3 00:00 File Protection 00:00 Tracking Bandwidth 00:00 Embedding Amazon S3 Video to Static HTML 00:00 Conclusion 00:00 Advanced Overview 00:00 Create and Configure a Bucket 00:00 Add A Bucket Policy 00:00 Uploading and Testing 00:00 Using Your Own Domain 00:00 Custom Domain Configuration - Part 1 00:00 Custom Domain Configuration - Part 2 - Bucket Configuration 00:00 Custom Domain Configuration - Part 3 00:00 Custom Domain Configuration - Part 4 - Domain Offsite 00:00 Custom Domain Configuration-Part 5 - Alias 00:00 Custom Domain Configuration - Part 6 - Testing 00:00 WordPress Installation - Part 1 00:00 WordPress Installation - Part 2 00:00 WordPress Backup to S3 00:00 WordPress Media Offload to S3 00:00 Serving Website Images From Amazon S3 00:00 Embedding Media Into WordPress 00:00 Embedding S3 Video Into WordPress with HTML 00:00 Securing Downloads In S3 and WordPress 00:00 Conclusion 00:00