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Overview This comprehensive course on Data Visualization and Reporting with Power BI will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Visualization and Reporting with Power BI comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Visualization and Reporting with Power BI. It is available to all students, of all academic backgrounds. Requirements Our Data Visualization and Reporting with Power BI is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 15 sections • 140 lectures • 14:25:00 total length •Welcome!: 00:01:00 •What is Power BI?: 00:03:00 •Download & Installing Power BI Desktop: 00:04:00 •Getting to know the interface: 00:03:00 •Mini Project: Transform Data: 00:07:00 •Mini Project: Visualize Data: 00:05:00 •Mini Project: Creating a Data Model: 00:07:00 •Course Outline: What will you learn in this course?: 00:05:00 •How to learn best with this course?: 00:03:00 •Creating our initial project file: 00:04:00 •Working with the attached project files: 00:04:00 •Exploring the Query Editor: 00:06:00 •Connecting to our data source: 00:07:00 •Editing rows: 00:08:00 •Changing data types: 00:08:00 •Replacing values: 00:03:00 •Close & Apply: 00:03:00 •Connecting to a csv file: 00:03:00 •Connecting to a web page: 00:05:00 •Extracting characters: 00:06:00 •Splitting & merging columns: 00:09:00 •Creating conditional columns: 00:06:00 •Creating columns from examples: 00:09:00 •Merging Queries: 00:17:00 •Pivoting & Unpivoting: 00:06:00 •Appending Queries: 00:08:00 •Practice & Solution: Population table: 00:15:00 •The Fact-Dimension-Model: 00:09:00 •Practice: Load the dimension table: 00:04:00 •Organizing our queries in groups: 00:03:00 •Entering data manually: 00:05:00 •Creating an index column: 00:03:00 •Workflow & more transformations: 00:05:00 •Module summary: 00:05:00 •Exercise 1 - Instruction: 00:02:00 •Exercise 1 - Exercise Solution: 00:11:00 •Advanced Editor - Best practices: 00:09:00 •Performance: References vs. Duplicating: 00:10:00 •Performance: Enable / Disable Load & Report Refresh: 00:05:00 •Group by: 00:05:00 •Mathematical Operations: 00:05:00 •Run R Script: 00:15:00 •Using Parameters to dynamically transform data: 00:06:00 •M formula language: Basics: 00:07:00 •M formula language: Values, Lists & Tables: 00:14:00 •M formula language: Functions: 00:13:00 •M formula language: More functions & steps: 00:05:00 •Exercise 2 - Instructions: 00:01:00 •Exercise 2 - solution: 00:05:00 •Understanding the relationship: 00:05:00 •Create & edit relationships: 00:06:00 •One-to-many & one-to-one relationship: 00:06:00 •Many-to-many (m:n) relationship: 00:08:00 •Cross filter direction: 00:06:00 •Activate & deactivate relationships: 00:06:00 •Model summary: 00:03:00 •Exercise 3 Create Model: 00:02:00 •Exercise 3 Solution: 00:02:00 •Our first visual: 00:08:00 •The format tab: 00:12:00 •Understanding tables: 00:10:00 •Conditional formatting: 00:09:00 •The Pie Chart: 00:06:00 •All about the filter visual: 00:13:00 •The filter pane for developers: 00:09:00 •Cross filtering & edit interactions: 00:04:00 •Syncing slicers across pages: 00:07:00 •Creating drill downs: 00:08:00 •Creating drill throughs: 00:07:00 •The tree map visual: 00:07:00 •The decomposition tree: 00:05:00 •Understanding the matrix visual: 00:05:00 •Editing pages: 00:07:00 •Buttons & Actions: 00:09:00 •Bookmarks to customize your report: 00:10:00 •Analytics and Forecasts with line charts: 00:10:00 •Working with custom visuals: 00:07:00 •Get data using R Script & R Script visual: 00:08:00 •Asking questions - Q&A visual: 00:04:00 •Wrap up - data visualization: 00:08:00 •Python in Power BI - Plan of attack: 00:03:00 •Setting up Python for Power BI: 00:03:00 •Transforming data using Python: 00:11:00 •Creating visualizations using Python: 00:08:00 •Violin plots, pair plots & ridge plots using Python: 00:15:00 •Machine learning (BayesTextAnalyzer) using Python: 00:00:00 •Performance & Troubleshooting: 00:03:00 •Introduction: 00:01:00 •Show Empathy & Identify the Requirement: 00:03:00 •Finding the Most Suitable KPI's: 00:02:00 •Choose an Effective Visualization: 00:04:00 •Make Use of Natural Reading Pattern: 00:03:00 •Tell a Story Using Visual Cues: 00:05:00 •Avoid Chaos & Group Information: 00:02:00 •Warp Up - Storytelling with Data: 00:02:00 •Introduction: 00:03:00 •The project data: 00:04:00 •Measures vs. Calculated Columns: 00:15:00 •Automatically creating a date table in DAX: 00:08:00 •CALENDAR: 00:05:00 •Creating a complete date table with features: 00:04:00 •Creating key measure table: 00:03:00 •Aggregation functions: 00:06:00 •The different versions of COUNT: 00:14:00 •SUMX - Row based calculations: 00:09:00 •CALCULATE - The basics: 00:11:00 •Changing the context with FILTER: 00:07:00 •ALL: 00:08:00 •ALL SELECTED: 00:03:00 •ALL EXCEPT: 00:07:00 •How to go on now?: 00:03:00 •Power BI Pro vs Premium & Signing up: 00:04:00 •Exploring the interface: 00:04:00 •Discovering your workspace: 00:03:00 •Connecting Power BI Desktop & Cloud: 00:04:00 •Understanding datasets & reports: 00:03:00 •Working on reports: 00:04:00 •Updating reports from Power BI Desktop: 00:04:00 •Creating and working with workspaces: 00:07:00 •Installing & using a data gateway: 00:13:00 •Get Quick Insights: 00:03:00 •Creating dashboards: 00:04:00 •Sharing our results through Apps: 00:10:00 •Power BI Mobile App: 00:05:00 •Creating the layout for the Mobile App: 00:04:00 •Wrap up - Power BI Cloud: 00:07:00 •Introduction: 00:03:00 •Creating a Row-Level Security: 00:05:00 •Row-Level Security in the Cloud: 00:04:00 •Row-Level Security & Data Model: 00:05:00 •Dynamic Row-Level Security: 00:07:00 •Dynamic Many-to-Many RLS: 00:04:00 •Hierarchical Row-Level Security: 00:13:00 •JSON & REST API: 00:10:00 •Setting up a local MySQL database: 00:14:00 •Connecting to a MySQL database in Power BI: 00:05:00 •Connecting to a SQL database (PostgreSQL): 00:05:00 •Congratulations & next steps: 00:06:00 •The End: 00:01:00 •Resources - Data Visualization and Reporting with Power BI: 00:00:00

Overview This comprehensive course on Complete Microsoft Power BI 2021 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Complete Microsoft Power BI 2021 comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Complete Microsoft Power BI 2021. It is available to all students, of all academic backgrounds. Requirements Our Complete Microsoft Power BI 2021 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 15 sections • 140 lectures • 14:25:00 total length •Welcome!: 00:01:00 •What is Power BI?: 00:03:00 •Download & Installing Power BI Desktop: 00:04:00 •Getting to know the interface: 00:03:00 •Mini Project: Transform Data: 00:07:00 •Mini Project: Visualize Data: 00:05:00 •Mini Project: Creating a Data Model: 00:07:00 •Course Outline: What will you learn in this course?: 00:05:00 •How to learn best with this course?: 00:03:00 •Creating our initial project file: 00:04:00 •Working with the attached project files: 00:04:00 •Exploring the Query Editor: 00:06:00 •Connecting to our data source: 00:07:00 •Editing rows: 00:08:00 •Changing data types: 00:08:00 •Replacing values: 00:03:00 •Close & Apply: 00:03:00 •Connecting to a csv file: 00:03:00 •Connecting to a web page: 00:05:00 •Extracting characters: 00:06:00 •Splitting & merging columns: 00:09:00 •Creating conditional columns: 00:06:00 •Creating columns from examples: 00:09:00 •Merging Queries: 00:17:00 •Pivoting & Unpivoting: 00:06:00 •Appending Queries: 00:08:00 •Practice & Solution: Population table: 00:15:00 •The Fact-Dimension-Model: 00:09:00 •Practice: Load the dimension table: 00:04:00 •Organizing our queries in groups: 00:03:00 •Entering data manually: 00:05:00 •Creating an index column: 00:03:00 •Workflow & more transformations: 00:05:00 •Module summary: 00:05:00 •Exercise 1 - Instruction: 00:02:00 •Exercise 1 - Exercise Solution: 00:11:00 •Advanced Editor - Best practices: 00:09:00 •Performance: References vs. Duplicating: 00:10:00 •Performance: Enable / Disable Load & Report Refresh: 00:05:00 •Group by: 00:05:00 •Mathematical Operations: 00:05:00 •Run R Script: 00:15:00 •Using Parameters to dynamically transform data: 00:06:00 •M formula language: Basics: 00:07:00 •M formula language: Values, Lists & Tables: 00:14:00 •M formula language: Functions: 00:13:00 •M formula language: More functions & steps: 00:05:00 •Exercise 2 - Instructions: 00:01:00 •Exercise 2 - solution: 00:05:00 •Understanding the relationship: 00:05:00 •Create & edit relationships: 00:06:00 •One-to-many & one-to-one relationship: 00:06:00 •Many-to-many (m:n) relationship: 00:08:00 •Cross filter direction: 00:06:00 •Activate & deactivate relationships: 00:06:00 •Model summary: 00:03:00 •Exercise 3 Create Model: 00:02:00 •Exercise 3 Solution: 00:02:00 •Our first visual: 00:08:00 •The format tab: 00:12:00 •Understanding tables: 00:10:00 •Conditional formatting: 00:09:00 •The Pie Chart: 00:06:00 •All about the filter visual: 00:13:00 •The filter pane for developers: 00:09:00 •Cross filtering & edit interactions: 00:04:00 •Syncing slicers across pages: 00:07:00 •Creating drill downs: 00:08:00 •Creating drill throughs: 00:07:00 •The tree map visual: 00:07:00 •The decomposition tree: 00:05:00 •Understanding the matrix visual: 00:05:00 •Editing pages: 00:07:00 •Buttons & Actions: 00:09:00 •Bookmarks to customize your report: 00:10:00 •Analytics and Forecasts with line charts: 00:10:00 •Working with custom visuals: 00:07:00 •Get data using R Script & R Script visual: 00:08:00 •Asking questions - Q&A visual: 00:04:00 •Wrap up - data visualization: 00:08:00 •Python in Power BI - Plan of attack: 00:03:00 •Setting up Python for Power BI: 00:03:00 •Transforming data using Python: 00:11:00 •Creating visualizations using Python: 00:08:00 •Violin plots, pair plots & ridge plots using Python: 00:15:00 •Machine learning (BayesTextAnalyzer) using Python: 00:00:00 •Performance & Troubleshooting: 00:03:00 •Introduction: 00:01:00 •Show Empathy & Identify the Requirement: 00:03:00 •Finding the Most Suitable KPI's: 00:02:00 •Choose an Effective Visualization: 00:04:00 •Make Use of Natural Reading Pattern: 00:03:00 •Tell a Story Using Visual Cues: 00:05:00 •Avoid Chaos & Group Information: 00:02:00 •Warp Up - Storytelling with Data: 00:02:00 •Introduction: 00:03:00 •The project data: 00:04:00 •Measures vs. Calculated Columns: 00:15:00 •Automatically creating a date table in DAX: 00:08:00 •CALENDAR: 00:05:00 •Creating a complete date table with features: 00:04:00 •Creating key measure table: 00:03:00 •Aggregation functions: 00:06:00 •The different versions of COUNT: 00:14:00 •SUMX - Row based calculations: 00:09:00 •CALCULATE - The basics: 00:11:00 •Changing the context with FILTER: 00:07:00 •ALL: 00:08:00 •ALL SELECTED: 00:03:00 •ALL EXCEPT: 00:07:00 •How to go on now?: 00:03:00 •Power BI Pro vs Premium & Signing up: 00:04:00 •Exploring the interface: 00:04:00 •Discovering your workspace: 00:03:00 •Connecting Power BI Desktop & Cloud: 00:04:00 •Understanding datasets & reports: 00:03:00 •Working on reports: 00:04:00 •Updating reports from Power BI Desktop: 00:04:00 •Creating and working with workspaces: 00:07:00 •Installing & using a data gateway: 00:13:00 •Get Quick Insights: 00:03:00 •Creating dashboards: 00:04:00 •Sharing our results through Apps: 00:10:00 •Power BI Mobile App: 00:05:00 •Creating the layout for the Mobile App: 00:04:00 •Wrap up - Power BI Cloud: 00:07:00 •Introduction: 00:03:00 •Creating a Row-Level Security: 00:05:00 •Row-Level Security in the Cloud: 00:04:00 •Row-Level Security & Data Model: 00:05:00 •Dynamic Row-Level Security: 00:07:00 •Dynamic Many-to-Many RLS: 00:04:00 •Hierarchical Row-Level Security: 00:13:00 •JSON & REST API: 00:10:00 •Setting up a local MySQL database: 00:14:00 •Connecting to a MySQL database in Power BI: 00:05:00 •Connecting to a SQL database (PostgreSQL): 00:05:00 •Congratulations & next steps: 00:06:00 •The End: 00:01:00 •Resources - Complete Microsoft Power BI 2021: 00:00:00

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Beautiful Product photography will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Beautiful Product photography will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Beautiful Product photography and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Beautiful Product photography is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Beautiful Product photography. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Beautiful Product photography will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01: Photography 101 -Your Simple Outline! Introduction to Photography 101 00:03:00 General Overview 00:08:00 Camera Angles The Pros Use 00:06:00 Branding Basics You MUST Identify Before Photography Begins 00:04:00 Product Photography Harmony - Your Keyword List 00:04:00 Section 02: Learning to shoot in Manual Mode Overview 00:08:00 Learn to Adjust Aputure & Shutter Speed Setting (ISO) 00:07:00 Section 03: The 'Pre-Production' Phase Storage + Digital Organization 00:06:00 Media Management: Learn Folder Structure & Tagging 00:09:00 Time Management: Product Photoshoot Success 00:06:00 General Time Management Mindsets for Business Success! 00:05:00 Materials 00:02:00 Section 04: The Background The Psychology & Methodology of Background Selection 00:04:00 Section 05: Lighting & Love Beautiful Natural Sunlight is always THE WINNER! 00:04:00 What the Heck Is 'Diffusion'? 00:04:00 Section 06: The Actual Photoshoot! The Actual Photoshoot 00:07:00 2 Important Tips 00:03:00 Section 07: Post-Production Phase Save & Edit 00:05:00 Edit Like a Pro! & Color Grading 00:07:00 Cropping & Text 00:05:00 Section 08: The Final Word The Final Word 00:06:00 The Banana Challenge Project 00:02:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Soap Making: Handmade Soap Making Course Online Are you looking for a creative and fulfilling hobby that allows you to create luxurious, all-natural soaps from scratch? Look no further! Welcome to our exclusive Handmade Soap Making course. This Soap Making: Handmade Soap Making Course will take you on a delightful journey into the world of soap crafting. Through this Soap Making: Handmade Soap Making Course, you will learn the secret techniques to craft beautiful, nourishing soaps using high-quality ingredients. Our Soap Making: Handmade Soap Making Course starts from scratch, making it perfect for beginners. With this Soap Making: Handmade Soap Making Course learn about the necessary tools, safety guidelines, and fundamental soap making techniques. This Soap Making: Handmade Soap Making Course is a comprehensive, instructor-led course that will offer you an extensive understanding of Handmade Soap Making. By the completion of the Handmade Soap Making Course, you will have a thorough understanding of the traits of a successful leader as well as how to apply the methods gained in this Handmade Soap Making course to advance your career. Don't miss this opportunity. Whether you're seeking a rewarding hobby or dreaming of starting your soap-making venture, our Soap Making: Handmade Soap Making Course is the perfect choice. Enrol in our Soap Making: Handmade Soap Making Course now and experience the joy of crafting beautiful, natural soaps that will enrich your life and the lives of those around you! Main Course: Handmade Soap Making Course Free Courses Course 01: Communication Skills Course 02: Public Speaking Course 03: Negotiation Skills Others benefit Included with Soap Making: Handmade Soap Making Course Free 4 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the Soap Making: Handmade Soap Making Course] Soap Making: Handmade Soap Making Course Online Course Curriculum of Soap Making: Handmade Soap Making Course Module 01: Introduction Module 02: Basics Of Soap Making Module 03: Easy Soap-Making Recipes For Beginners Module 04: More Fun Soap Recipes Module 05: Exciting Soap Recipes To Try Module 06: Advanced Soap Making Module 07: Best Practices and Final Touches Assessment Method of Soap Making: Handmade Soap Making Course After completing each module Soap Making: Handmade Soap Making Course, you will get MCQ quizzes to assess your learning. You will move through the later modules upon successful completion (60% correct answer at least) of the quiz test. This process continues till the end of the course. Apart from this, you do not need to sit for any other assessments. Certification of Soap Making: Handmade Soap Making Course After completing the Soap Making: Handmade Soap Making Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £15. Who is this course for? Soap Making: Handmade Soap Making Course Online This Soap Making: Handmade Soap Making Course is perfect for aspiring soap artisans and hobbyists looking to craft natural, luxurious soaps. It also caters to entrepreneurs seeking to start a rewarding career path in the handmade soap industry. Embrace creativity, wellness, and sustainability with "Handmade Soap Making" today! Requirements Soap Making: Handmade Soap Making Course Online To enrol in this Soap Making: Handmade Soap Making Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Soap Making: Handmade Soap Making Course. Be energetic and self-motivated to complete our Soap Making: Handmade Soap Making Course. Basic computer Skill is required to complete our Soap Making: Handmade Soap Making Course. If you want to enrol in our Soap Making: Handmade Soap Making Course, you must be at least 15 years old. Career path Soap Making: Handmade Soap Making Course Online

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Learn mosaic crochet in Surrey - this is an immersive 4 x 2 hour course running on Tuesday evenings in Farnham.

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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.

Sausage Making Course: Unlock the Secrets of Gourmet Sausage Crafting! 🌭✨ Welcome to our Sausage Making Course, where you will dive into the delicious and rewarding world of sausage making. Whether you're a home cook, a food enthusiast, or someone looking to start a new culinary career, this course is your ticket to mastering the art of sausage crafting. 🌟 Why Take This Course? Taking our Sausage Making Course opens up a world of benefits: Skill Development: Learn the essential techniques of sausage making, from selecting the right meat to seasoning and casing. Healthier Choices: Create your own sausages with natural ingredients, free from preservatives and artificial additives. Customization: Tailor your sausages to your taste preferences, experimenting with various spices and flavors. Cost-Effective: Save money by making high-quality sausages at home rather than buying expensive gourmet sausages. Creative Outlet: Enjoy the creative process of crafting unique sausage recipes that will impress family and friends. Course Benefits Comprehensive Learning: Our course covers everything from the basics to advanced sausage-making techniques. Hands-On Experience: Engage in practical, hands-on sessions that ensure you gain real-world skills. Expert Guidance: Learn from seasoned professionals who share their industry secrets and tips. Flexible Learning: Study at your own pace with our online modules, accessible anytime, anywhere. Community Support: Join a community of like-minded individuals who share your passion for sausage making. Who is this for? 🎯 The Sausage Making Course is perfect for: Home Cooks: Elevate your cooking skills and impress your family with homemade sausages. Food Enthusiasts: Explore a new culinary hobby and deepen your knowledge of food preparation. Aspiring Chefs: Gain a specialized skill that can enhance your culinary repertoire. Entrepreneurs: Start your own sausage-making business with the knowledge and confidence gained from this course. Butchers: Add value to your offerings by learning to create gourmet sausages. Anyone: If you love sausages and want to learn how to make them, this course is for you! Career Path 🚀 Completing the Sausage Making Course can open doors to various career opportunities, including: Artisanal Sausage Maker: Craft and sell your own unique sausage creations. Chef: Add specialized sausage-making skills to your culinary expertise. Food Blogger/Vlogger: Share your sausage-making journey and recipes with a global audience. Culinary Instructor: Teach others the art of sausage making. Food Product Developer: Innovate new sausage flavors and products for food companies. FAQ Section ❓ Q: Do I need any prior experience to take this course? A: No prior experience is necessary! Our course is designed for beginners and seasoned cooks alike. Q: What equipment do I need for this course? A: Basic kitchen tools and a sausage stuffer are recommended. We provide a detailed list of necessary equipment in the course. Q: Is the course online or in-person? A: The course is offered online, allowing you to learn at your own pace from the comfort of your home. Q: Will I receive a certificate upon completion? A: Yes, you will receive a certificate of completion that you can showcase to potential employers or customers. Q: Can I access the course materials anytime? A: Absolutely! Once enrolled, you have lifetime access to the course materials. Q: Are there any assessments or exams? A: There are practical assignments to help you apply what you've learned, but no formal exams. Q: How long does the course take to complete? A: The course is self-paced, but most students complete it within 4-6 weeks. Q: Can I get support if I have questions during the course? A: Yes, our instructors are available to answer your questions and provide guidance throughout the course. Join Our Sausage Making Course Today! 🌟 Unlock the secrets of sausage making and take your culinary skills to the next level. Enroll in our Sausage Making Course now and start your journey to becoming a sausage-making expert. Whether you're looking to enhance your cooking skills, start a new career, or simply enjoy a fun and rewarding hobby, this course has everything you need. What You Will Learn Introduction to Sausage Making: Understand the history and basics of sausage crafting. Meat Selection and Preparation: Learn how to choose and prepare the best meats for sausages. Seasoning and Flavoring: Explore various spices and herbs to create unique sausage flavors. Casing and Stuffing: Master the techniques of casing and stuffing sausages. Cooking and Smoking: Discover different methods of cooking and smoking sausages for optimal flavor. Troubleshooting: Learn how to solve common sausage-making problems. Recipe Development: Gain the skills to develop your own sausage recipes. Enhance Your Culinary Journey Our Sausage Making Course is designed to be more than just a learning experience. It's an opportunity to enhance your culinary journey, explore your creativity, and develop a skill that will bring joy and satisfaction to your life. Interactive Modules: Engage with interactive content that makes learning fun and effective. Video Tutorials: Watch detailed video tutorials that guide you through each step of sausage making. Downloadable Resources: Access downloadable resources, including recipes and equipment lists. Community Forums: Participate in community forums to share your experiences and learn from others. Instructor Support: Receive ongoing support and feedback from experienced instructors. Testimonials from Happy Students John D.: 'This course transformed my cooking skills! I never knew making sausages could be so fun and easy. Highly recommend!' Sarah P.: 'The best part was the hands-on experience. I now make sausages regularly for my family, and they love it!' Michael T.: 'As an aspiring chef, this course added a valuable skill to my repertoire. The instructors were amazing!' Why Wait? Start Your Sausage Making Journey Today! 🌭 Don't miss out on this exciting opportunity to learn the art of sausage making. Enroll in our Sausage Making Course today and take the first step towards mastering this delicious craft. Whether you're a hobbyist, a professional, or someone looking to start a new venture, this course is designed to help you succeed. Conclusion The Sausage Making Course is more than just a cooking class; it's an immersive experience that empowers you to create delicious, homemade sausages with confidence and creativity. Join us and discover the joy of sausage making, develop new culinary skills, and open up exciting career opportunities. Enroll now and start crafting your own gourmet sausages! Enroll Now and Get Started! 🚀 Take control of your culinary journey and unlock the secrets of sausage making with our comprehensive course. Click the 'Enroll Now' button to get started and become a master of sausage making. We can't wait to see what delicious creations you'll make! Course Curriculum Module 1 Introduction to Sausage Making Introduction to Sausage Making 00:00 Module 2 Meat Selection and Preparation Meat Selection and Preparation 00:00 Module 3 Spices and Seasonings Spices and Seasonings 00:00 Module 4 Casings Casings 00:00 Module 5 Sausage Stuffing Sausage Stuffing 00:00 Module 6 Cooking Methods Cooking Methods 00:00