PAT testing: PAT testing Course Online Do you wish to avoid risks at work? If so, enroll in our PAT Testing (Portable Appliance Testing) course to learn about potential hazards like as electrical fires and shocks, as well as how to do routine maintenance checks. The purpose of this course is to familiarize you with the process of testing technical appliances through PAT testing (Portable Appliance Testing). Additionally, this course on Portable Appliance Testing (PAT Testing) teaches you how to identify and reduce risks. You will learn how to perform inspections using a PAT Testing device throughout the PAT Testing (Portable Appliance Testing) course. All things considered, the Portable Appliance Testing (PAT Testing) training aids in comprehending the safety protocols that must be followed when utilizing portable machines at work. Enroll in the Portable Appliance Testing (PAT) course to guarantee a safe and healthy work environment. Learning Outcomes of PAT Testing (Portable Appliance Testing) Course By the end of the PAT Testing (Portable Appliance Testing) course, learners will be able to: Demonstrate expertise in performing PAT Testing principles through PAT Testing (Portable Appliance Testing). The PAT Testing (Portable Appliance Testing) helps to understand the relevant statutory provisions. Learn how to perform an initial visual examination via this PAT Testing (Portable Appliance Testing) course. PAT Testing (Portable Appliance Testing) course describes the process of attempting risk assessments. Learn key strategies for reporting and record-keeping from our PAT Testing (Portable Appliance Testing). You can understand key strategies and techniques for electrical installation through the PAT Testing (Portable Appliance Testing) course. PAT Testing (Portable Appliance Testing) course elaborates on how to combine inspection and PAT Testing together. Main Course: PAT Testing (Portable Appliance Testing) Course Free Courses are including with this PAT testing: PAT testing Course Along with The PAT testing: PAT testing Course, We Offer a free Electrical Safety Training course Along with The PAT testing: PAT testing Course, We Offer a free Basic Electricity Course Special Offers of this PAT testing: PAT testing Course This PAT testing: PAT testing Course includes a FREE PDF Certificate. Lifetime access to this PAT testing: PAT testing Course Instant access to this PAT testing: PAT testing Course Get FREE Tutor Support to this PAT testing: PAT testing Course PAT testing: PAT testing Course Online The purpose of this course is to familiarize you with the process of testing technical appliances through PAT testing (Portable Appliance Testing). Additionally, this course on Portable Appliance Testing (PAT Testing) teaches you how to identify and reduce risks. You will learn how to perform inspections using a PAT Testing device during the PAT Testing (Portable Appliance Testing) course. All things considered, the Portable Appliance Testing (PAT Testing) course aids in comprehending the safety protocols that must be followed when utilizing portable appliances at work. Who is this course for? PAT testing: PAT testing Course Online Electricians, appliance servicers, equipment testers or any inspiring individual can take this PAT testing: PAT testing Course. Requirements PAT testing: PAT testing Course Online To enrol in this PAT testing: PAT testing Course, students must fulfil the following requirements. To join in our PAT testing: PAT testing Course, you must have a strong command of the English language. To successfully complete our PAT testing: PAT testing Course, you must be vivacious and self driven. To complete our PAT testing: PAT testing Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this PAT testing: PAT testing Course Career path PAT testing: PAT testing Course Online This PAT testing: PAT testing Course helps to explore opportunities such as PAT Tester Appliance Tester Appliance Servicer Appliance Repairer Electrician Equipment Tester
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Vegetarian Cookery and Cookery Course Online Are you prepared to study the fundamentals of Vegetarian Cookery and set off on an exciting educational journey? our Vegetarian Cookery course will provide the fundamental know-how and abilities required to succeed in Vegetarian Cookery and beyond. Our Vegetarian Cookery course provides all the knowledge of vegetarian cuisine and essential cooking techniques. Also, the Vegetarian Cookery course explains flavour profiling with herbs and spices. Moreover, the Vegetarian Cookery course includes plant-based protein sources, salad making, soups and stews. This Vegetarian Cookery course teaches how to prepare grain dishes and vegetable-centric main courses. By using Vegetarian Cookery ideas you can bake and make desserts. This Vegetarian Cookery course also describes menu planning and presentation with nutritional considerations. Join our Vegetarian Cookery course to receive a strong foundation in vegetarian cooking essentials tailored to your specific learning needs. Learning Outcome of Vegetarian Cookery After completing the Vegetarian Cookery course, you will know about: The Vegetarian cuisine and essential cooking techniques. Flavour profiling with herbs and spices and plant-based protein sources is included in the Vegetarian Cookery course. Creative salad-making, soups, stews and grain dish-making techniques are included in this Vegetarian Cookery course. This Vegetarian Cookery course describes how to make vegetable-centric main courses. Global vegetarian delights, baking and desserts sans animal products are all elaborated in the Vegetarian Cookery lessons. This Vegetarian Cookery course teaches how to plan and present a healthy menu. Main Course: Vegetarian Cookery Course Free Courses are including with this Vegetarian Cookery and Cookery Course Vegetarian Cookery and Cookery Course, We Offer a free Level 2 HACCP Training For Catering & Retail Course Vegetarian Cookery and Cookery Course, We Offer a free Level 3 HACCP Training Course Vegetarian Cookery and Cookery Course, We Offer a free Level 2 Food Hygiene and Safety Course Special Offers of this Vegetarian Cookery and Cookery Course This Vegetarian Cookery and Cookery Course includes a FREE PDF Certificate. Lifetime access to this Vegetarian Cookery and Cookery Course Instant access to this Vegetarian Cookery and Cookery Course Get FREE Tutor Support to this Vegetarian Cookery and Cookery Course Vegetarian Cookery and Cookery Course Online We cover all of the fundamental vegetarian cooking methods and information in our Vegetarian Cookery: Vegetarian Cookery Course. Using herbs and spices to create flavor profiles is another topic covered in the Vegetarian Cookery course. The Vegetarian Cookery course also covers salad dressings, soups, stews, and plant-based protein sources. You will learn how to make main courses that are primarily made of grains and vegetables in this vegetarian cooking course. You could bake and make desserts with the aid of vegetarian cooking concepts. This vegetarian cooking course covers menu planning and presentation as well as nutritional issues. Who is this course for? Vegetarian Cookery and Cookery Course Online Students at different phases of their vegetarian cooking journeys might benefit from taking the Vegetarian Cookery Essentials course. Requirements Vegetarian Cookery and Cookery Course Online To enrol in this Vegetarian Cookery and Cookery Course, students must fulfil the following requirements. To join in our Vegetarian Cookery and Cookery Course, you must have a strong command of the English language. To successfully complete our Vegetarian Cookery and Cookery Course, you must be vivacious and self driven. To complete our Vegetarian Cookery and Cookery Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Vegetarian Cookery and Cookery Course. Career path Vegetarian Cookery and Cookery Course Online Successful completion of the Vegetarian Cookery Essentials course can lead to fascinating job options in a variety of Vegetarian Cookery-related industries. Like this: Vegetarian Cookery Specialist Vegetarian Cookery Researcher Vegetarian Cookery Educator
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Learn to make your raw images more beautiful and appealing with a few simple tricks and easy to follow instructions! This photo editing course aims at providing you with a complete guideline to edit photos in Adobe Lightroom Classic CC and Adobe Lightroom CC. With this course, you will discover engaging lessons that incorporate Adobe Lightroom Classic CC, Adobe Lightroom CC, and Adobe Lightroom CC on a smartphone. Each and every topic of this course is presented in an easy to grasp manner. You will also develop your skills by learning a range of Photoshop techniques such as adjustment and white balance, vibrant and colour strength and many more. On completion, you will be able to manipulate images according to the need and create eye-catching photographs for branding and marketing. Work with this popular program to its full potential, whether you are using Lightroom Classic CC, Lightroom CC or Lightroom on the smartphone! Who is the course for? This course is ideal for those wanting to improve their base skills in office administrative tasks This course would be ideal for people who want to start working as a receptionist, office administrator, office manager, administrative assistant or secretary Entry Requirement for this photo editing course: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. 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 This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Module: 01 0 Lightroom Course Promo 00:02:00 0.1 Promo for Lightroom CC Course 00:02:00 0.1 Promo Video Lightroom Classic CC Course 00:02:00 1.1 Course Introduction 00:03:00 1.1 Into Video 00:02:00 1.1 Intro Video V2 00:04:00 Module: 02 2.1 Importing 00:08:00 2.2 Organizing with Collections 00:07:00 2.4 Face Tagging 00:03:00 Module: 03 3.1 Enhancing Eyes 00:06:00 3.1 Crop and Rotate in Lightroom Classic CC 00:05:00 3.2 Whitening Teeth 00:03:00 3.2 Crop and Straighten 00:11:00 3.3 Exposure in Lightroom Classic CC 00:06:00 3.3 Smoothing Skin 00:02:00 3.4 Color and Saturation in Lightroom Classic CC 00:09:00 3.4 Removing Wrinkles 00:07:00 3.5 Enhancing Lips & Changing Lip Color 00:04:00 3.5 Presence Clarity and Saturation Jon 00:05:00 3.5 Sharpening and Noise Reduction in Lightroom Classic CC 00:07:00 3.6 Cheek Enhancements and Face Contouring 00:05:00 3.6 Tone Curve 00:07:00 3.6 Vignettes, Grain and Dehaze in Lightroom Classic CC 00:06:00 3.7 Exporting in Lightroom Classic CC 00:10:00 3.7 full portrait editing techniques 00:11:00 3.7 HSL 00:07:00 3.8 Lens Corrections in Lightroom Classic CC 00:05:00 3.9 Split Tone in Lightroom Classic CC 00:05:00 3.10 Removing Blemishes with the Heal and Clone Tools in Lightroom Classic CC 00:08:00 3.11 Graduated, Radial and Brush Adjustments in Lightroom Classic CC 00:10:00 3.12 Adjustment Brush Presets in Lightroom Classic CC 00:03:00 3.12 Calibrate Your Camera Profile 00:08:00 3.13 Range Masks in Lightroom Classic CC 00:05:00 3.13 Range Masks in Lightroom Classic CC 00:05:00 Module: 04 4.1 Full Edit - Car 00:15:00 4.1 The Adjustment Brush 00:04:00 4.1 Using, Creating, and Importing Presets 00:05:00 4.2 Color Profiles 00:04:00 4.2 Full Edit - Starry Sky 00:10:00 4.2 Radial Filter 00:03:00 4.3 Full Edit - Woman and Dog 00:15:00 4.3 Graduated Filter 00:05:00 4.3 Speed Up Your Editing Workflow 00:04:00 4.4 Full Edit - Snowy Landscape 00:11:00 4.4 Panorama 00:04:00 4.4 Spot Healing Brush 00:05:00 4.5 Full Edit - Icy River 00:12:00 4.5 HDR 00:03:00 4.6 Automatically Fix Exposure & White Balance 00:02:00 4.6 Full Edit - Surfs Up 00:10:00 4.7 Full Edit - Wildlife Bird 00:15:00 4.8 Full Edit - Roses are Red 00:11:00 Module: 05 5.1 Enhance Eyes and Change Eye Color 00:08:00 5.1 Exporting Photos from Lightroom 00:09:00 5.2 Adding a Watermark Lightroom 00:04:00 5.2 Whitening Teeth 00:03:00 5.3 Smoothing Skin 00:02:00 5.4 Removing Wrinkles 00:05:00 5.5 Enhancing Lips & Changing Lipstick Color 00:03:00 5.6 Enhancing Cheeks _ Face Contouring 00:08:00 5.7 Full Portrait Edit 00:07:00 Module: 06 6.1 Moonscape 00:11:00 6.1 Portrait of a Woman 00:20:00 6.2 Landscape Editing 00:07:00 6.2 Night Edit 00:15:00 6.3 Long Exposure 00:14:00 6.3 Ocean Flash Portrait 00:09:00 6.4 Group Photo Edit 00:16:00 6.4 Product Photo 00:12:00 6.5 Nature 00:09:00 6.5 Portrait With No Flash 00:05:00 6.6 Action 00:08:00 6.6 Lightroom To Match Color For Corporate Branding Images 00:06:00 6.7 Landscape 00:12:00 6.8 Travel 00:13:00 6.9 Couples Portrait 00:18:00 6.10 Architecture Photo 00:18:00 6.11 Aerial Photo 00:09:00 6.12 Street Photo 00:14:00 6.13 Macro Photo 00:10:00 6.14 Pet Photo 00:10:00 6.15 Maternity Couple Photo 00:12:00 6.16 Interior Nursery 00:13:00 6.17 Portrait of a Man 00:19:00 6.18 Sports Photo 00:10:00 Module: 07 7.1 Intro To Lightroom Mobile 00:03:00 7.1 The Map Module 00:04:00 7.2 Syncing Lightroom Mobile 00:08:00 7.2 The Book Module 00:10:00 7.3 Edit Lightroom Mobile 00:09:00 7.3 The Slideshow Module 00:10:00 7.4 Lightroom Mobile Organizing and Sharing 00:05:00 7.4 The Print Module 00:08:00 7.5 The Web Module 00:06:00 Module: 08 8.1 Conclusion and Thank You 00:02:00 8.1 Using Lightroom Presets 00:04:00 8.2 Installing Lightroom Presets 00:03:00 Module: 09 9.1 Calibrate Your Monitor 00:03:00 9.2 Color Checker Passport 00:10:00 9.3 Tablets 00:08:00 9.4 Catalogues 00:11:00 9.5 Brighten and Whiten Teeth and Eyes 00:04:00 9.6 Remove Wrinkles in Lightroom 00:05:00 9.7 Create a Panorama in Lightroom 00:03:00 9.8 Remove Red-Eye 00:01:00 9.9 Soften Skin in Lightroom 00:03:00 9.10 Reduce Noise in Your Photos 00:05:00 Module: 10 10.1 Google NIK 00:17:00 Module: 11 11.1 full lightroom session workflow 00:07:00 Module: 12 12.1 Conclusion 00:01:00 Resources Resources - Complete Guide to Adobe Lightroom Classic CC & CC - Photo Editing Masterclass 00:00:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
Are you embarking on the journey of mastering data analytics and visualisation in the UK? The 'Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7' is your beacon. Positioned to illuminate the intricate realm of Power BI, this course offers a comprehensive look into the foundational aspects and the advanced features that make Microsoft's tool a standout. With sections meticulously designed ranging from the fundamentals, like data transformation, to advanced concepts, such as integrating Power BI with Python and storytelling with data, this course ensures learners grasp the complete spectrum. With the rising emphasis on data analytics in today's business world, this course acquaints you with Power BI's prowess. It prepares you for the sought-after Microsoft Power BI certification in the UK. Learning Outcomes Comprehend the fundamental aspects of Power BI, from initiating a project to understanding the user interface. Develop proficiency in advanced data transformation techniques and data model creation. Integrate Python with Power BI and harness the benefits of both for enhanced data analytics. Master the art of 'Storytelling with Data' to deliver impactful presentations and reports. Understand and implement Row-Level Security and harness Power BI Cloud services efficiently. Why choose this Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7 for? Individuals keen on obtaining the Microsoft power bi certification UK. Analysts and data professionals aspiring to enhance their data visualisation skills. Business professionals wanting to leverage Power BI for insightful business decision-making. Tech enthusiasts aiming to amalgamate programming (Python) with data analytics. Those seeking to stay updated with the latest trends in Power BI and its evolving capabilities. Career path Data Analyst: Average Salary £30,000 - £40,000 Annually Business Intelligence Developer: Average Salary £35,000 - £45,000 Annually Power BI Developer: Average Salary £40,000 - £50,000 Annually Data Visualisation Specialist: Average Salary £32,000 - £42,000 Annually Business Intelligence Manager: Average Salary £45,000 - £55,000 Annually Data Strategy Consultant: Average Salary £50,000 - £60,000 Annually Prerequisites This Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Introduction 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 Section 02: Preparing our Project Creating our initial project file 00:04:00 Working with the attached project files 00:04:00 Section 03: Data Transformation - The Query Editor 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 Solution 00:11:00 Section 04: Data Transformation - Advanced 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 Section 05: Creating a Data Model 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 00:03:00 Exercise 3 Solution 00:02:00 Section 06: Data Visualization 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 Section 07: Power BI & Python 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 Section 08: Storytelling with Data 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 Section 09: DAX - The Essentials 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 Section 10: DAX - The CALCULATE function 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 Section 11: Power BI Service - Power BI Cloud 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 Section 12: Row-Level Security 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 Section 13: More data sources 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 Section 14: Next steps to improve & stay up to date Congratulations & next steps 00:06:00 The End 00:01:00 Resources Resources - Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7 00:00:00 Assignment Assignment - Advanced Diploma in Microsoft Power BI 2021 at QLS Level 7 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00
The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? 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 Complete Python Machine Learning & Data Science Fundamentals 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 Complete Python Machine Learning & Data Science Fundamentals 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 Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals 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. 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Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:08:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:07:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Python Machine Learning & Data Science Fundamentals 00:00:00
If you are new to studio photography and want to learn some of the latest lighting techniques used by professional studio photographers, then you are in the right place! This course will help you to develop a personal style and confidence with technique and skills. With this course, you will go through step by step lessons and gain a broad introduction to creative photography and explore the basic rules of composition and style of lighting. This comprehensive course covers everything that you should know from setting up a studio, know your camera, master the digital techniques, explore the background to different genres. You will also discover the core principles of composition and understand different studio concepts and patterns, colour and black and white photography, etc. Learning Outcomes: Master camera skills and exposure control to create compelling portraits. Gain a firm understanding of lighting techniques including studio lighting. Learn about project development and get creative ideas. Improve your knowledge of digital image manipulation and editing. Determine the fundamental laws of composition. Master the art of Portrait Photography, Visual Language Of Photography, and Studio Photography. Learn the classic studio lighting techniques used In-Studio Photography. Gain a brief history of photography Get led by field experts and delve deeper into portrait photography. Who is this Course for? Creative Photography - Photography Composition & Portrait Photography Masterclass is 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 background. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. 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 This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum A Brief History of Photography Is It Art 00:08:00 A Brief History Of Photography 00:06:00 The Great Debate 00:09:00 Activities 00:02:00 The Art Of Seeing Introduction 00:01:00 The Ordered Universe 00:08:00 Beauty Detector 00:04:00 Let There Be Light 00:07:00 The Photographer's Playground 00:11:00 Activities 00:01:00 Seeing The Light Introduction 00:01:00 Seeing The Light 00:05:00 Hard Light 00:09:00 Soft Light 00:09:00 Colour Temperature 00:03:00 Activities 00:01:00 Controlling The Light Introduction 00:01:00 Working The Scene 00:02:00 Moving Your Feet 00:08:00 Moving Your Subject 00:07:00 Move Your Light 00:07:00 Activities 00:01:00 Capturing The Light Introduction 00:01:00 Your Camera 00:18:00 The Three Levers 00:11:00 ISO 00:05:00 The Shutter 00:07:00 The Aperture 00:13:00 Activities 00:01:00 Processing The Light Introduction 00:01:00 The Digital Darkroom 00:10:00 Lightroom Edit 00:10:00 Snapseed Edit 00:07:00 Activities 00:01:00 The Core Principles Of Composition Introduction 00:01:00 The Language Of Composition 00:02:00 The Subject 00:08:00 The Environment 00:06:00 Leading The Eye 00:04:00 Evoking Emotion 00:05:00 Symmetry 00:06:00 Activities 00:01:00 The Basic Rules Of Composition Introduction 00:01:00 The Rule Of Thirds 00:09:00 Leading Lines 00:07:00 The Highest Point Of Contrast 00:13:00 Activities 00:01:00 Color Photography Introduction 00:01:00 Adventures In Color 00:06:00 Hue, Saturation, Luminosity 00:03:00 The Color Wheel 00:12:00 Working With Color 00:10:00 Simple Color Edit 00:09:00 Activities 00:01:00 Black And White Photography Introduction 00:01:00 Why Black And White 00:04:00 King Luminosity 00:04:00 A Zone System 00:05:00 Seeing In Black And White 00:06:00 A Simple Black And White Edit 00:07:00 Activities 00:01:00 Controlling The Frame Introduction 00:01:00 In The Frame 00:14:00 Isolating The Subject 00:08:00 Negative Space 00:05:00 Framing Your Subject 00:07:00 Abstract And Geometric Composition Introduction 00:01:00 Abstract Images 00:06:00 Seeing Like An Architect 00:06:00 Strong Visual Elements 00:09:00 Activities 00:01:00 Creative Portraiture Introduction 00:01:00 The In Between Moments 00:05:00 The Eyes 00:08:00 Body Language And Gesture 00:12:00 Activities 00:01:00 Finding Yourself As A Photographer Introduction To Finding Yourself As A Photographer 00:01:00 Creating An Image 00:07:00 Creating A Style 00:08:00 Creating A Series 00:02:00 Creating A Body Of Work 00:03:00 Sharing Your Work 00:06:00 Natural Light Portrait Photography Introduction To Natural Light Portrait Photography 00:01:00 Finding Your Light 00:03:00 Hard Light And Soft Light - A Recap Of The Basics 00:05:00 Outside Soft Light 00:09:00 Inside Soft Light 00:08:00 Outside Hard Light 00:14:00 Inside Hard Light 00:08:00 Finding Your Background - Simple Backgrounds 00:04:00 Finding Your Background - Complex Backgrounds 00:06:00 Posing Your Subject - A Refresher 00:04:00 Projects For Natural Light Photography 00:01:00 Building A Home Based Portrait Studio On A Budget Introduction To Home Based Photography Studio 00:01:00 Finding Your Studio Location 00:06:00 Camera Choices 00:05:00 Lens Choices 00:02:00 Equipment List 00:09:00 Additional Studio Equipment 00:05:00 Basic Studio Lighting Set Up 00:06:00 Finding Clients For Your Business 00:06:00 Recording Your Floor Plans 00:01:00 Dealing With The Public 00:03:00 Activities For Home Based Photography Studio 00:01:00 Classic Studio Portrait Photography Introduction To Classic Studio Portrait Photography 00:01:00 Open Loop Lighting 00:05:00 Closed Loop Lighting 00:05:00 Butterfly Lighting 00:06:00 Split Lighting 00:06:00 Short Lighting 00:04:00 Broad Lighting 00:03:00 Rembrandt Lighting 00:07:00 Studio Backdrops 00:03:00 Preparing The Subject 00:06:00 Choosing The Facial Angle 00:07:00 Posing The Body 00:05:00 Body Poses And Posture 00:03:00 Body Poses - The Light Pose For Males 00:04:00 Body Poses - The Shadow Pose For Females 00:04:00 Group Shots - Basic Core Principles 00:03:00 Couples Shots - Basic Core Principles 00:10:00 Black And White Portrait Tips - A Refresher 00:01:00 Lens Choices In The Studio 00:01:00 Classic Studio Course Activities 00:01:00 Modern Studio Portrait Photography Introduction to Modern Studio Portrait Photography 00:01:00 Studio Lighting Buying Tips 00:03:00 Strobe Modifers Explained 00:05:00 Standard One Light Techniques 00:09:00 Non Standard One Light Techniques 00:08:00 Two Light Techniques 00:07:00 Three Light Techniques 00:08:00 Four Light Techniques 00:08:00 Hollywood Lighting- Advanced Lighting 00:08:00 Modern Studio Photography Activities 00:01:00 Resources Resources - Creative Photography - Photography Composition & Portrait Photography Masterclass 00:00:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
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