386 Vector courses delivered Online

***24 Hour Limited Time Flash Sale*** Photography, Adobe Photoshop with After Effects for Photography Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Dive into the world of visual creativity with our exclusive bundle - "Photography, Adobe Photoshop with After Effects for Photography." Unleash your artistic prowess with three QLS-endorsed courses: 'Ultimate Photography Bundle', 'Basic Adobe Photoshop', and 'Learn After Effects for Photography'. Whether you're a budding photographer or a seasoned pro, these courses, complete with hardcopy certificates, are designed to broaden your skills. And that's not all! Gain deeper insights into related areas with our five CPD QS accredited courses that range from the 'Adobe Illustrator Certificate Course' to 'User Experience Design from A-Z: Adobe XD UI/UX Design'. From mastering the art of photography to exploring the magic of Adobe Photoshop, and more, this unique bundle offers all you need. Boost your credentials, expand your knowledge, and capture the world through a different lens! Key Features of the Photography, Adobe Photoshop with After Effects for Photography Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Photography, Adobe Photoshop with After Effects for Photography bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Ultimate Photography Bundle QLS Course 02: Basic Adobe Photoshop QLS Course 03: Learn After Effects for Photography 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Adobe Illustrator Certificate CourseCourse 02: How To Edit Your First Photo in Adobe Photoshop CCCourse 03: Learn to Make Vector Art on Adobe IllustratorCourse 04: Adobe Lightroom CCCourse 05: User Experience Design from A-Z: Adobe XD UI/UX Design In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV WritingCourse 02: Job Search SkillsCourse 03: Self Esteem & Confidence BuildingCourse 04: Professional Diploma in Stress ManagementCourse 05: Complete Communication Skills Master Class Convenient Online Learning: Our Photography, Adobe Photoshop with After Effects for Photography courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes: Gain comprehensive knowledge about different photography techniques. Understand the fundamental features of Adobe Photoshop and After Effects. Discover the essentials of editing photos using Adobe Photoshop CC. Develop skills to create vector art on Adobe Illustrator. Master the usage of Adobe Lightroom CC for photo editing and management. Learn the basics of user experience design using Adobe XD. Earn QLS-endorsed and CPD QS-accredited certifications for enhancing your CV. This holistic bundle comprises eight courses that provide a wealth of knowledge about photography and associated software. The topics covered range from understanding the basics of photography, learning photo-editing techniques in Adobe Photoshop, creating dynamic effects with Adobe After Effects, to vector creation in Adobe Illustrator. Additionally, Adobe Lightroom CC training enhances your abilities in photo editing and management, while the User Experience Design course equips you with key insights into UI/UX design. The combination of these courses presents a rich tapestry of skills, beneficial for personal growth and professional enhancement. The valuable certifications that come with these courses further attest to your dedication and competence in the field. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring photographers seeking to expand their skillset. Professionals in the photography and design industry aiming to boost their credentials. Design enthusiasts eager to understand the nuances of Adobe Suite. Individuals interested in learning user experience design. Career path Professional Photographer - average salary in the UK: £21,000 - £24,000 per year. Adobe Photoshop Specialist - average salary in the UK: £30,000 - £35,000 per year. Graphic Designer (with Adobe Illustrator skills) - average salary in the UK: £22,000 - £27,000 per year. Adobe Lightroom Specialist - average salary in the UK: £25,000 - £30,000 per year. Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

Embark on a transformative journey into the world of spatial analysis with our comprehensive Spatial Analysis in ArcGIS course. Master the art of extracting meaningful insights from geospatial data using the powerful ArcGIS platform. Delve into the intricacies of point density analysis, exploring techniques for identifying and analyzing patterns in point data distribution. Discover how to utilize raster calculator and vector isolation to manipulate and isolate raster and vector data for further analysis. Explore the concept of raster to topography conversion, learning how to transform raster data into elevation models and analyze terrain patterns. Uncover the secrets of raster reclassification, mastering techniques for reclassifying raster data to create thematic maps and enhance data visualization. Learning Outcomes Gain a comprehensive understanding of spatial analysis concepts and techniques Master the application of point density analysis to identify and interpret patterns in point data distribution Utilize raster calculator and vector isolation to manipulate and isolate raster and vector data for advanced analysis Perform raster to topography conversion to create elevation models and analyze terrain patterns Implement raster reclassification techniques to reclassify raster data, create thematic maps, and enhance data visualization Leverage ArcGIS tools to conduct spatial analysis effectively Apply spatial analysis techniques to solve real-world problems and make informed decisions Why choose this Spatial Analysis in ArcGIS course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments 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. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Spatial Analysis in ArcGIS course for? GIS professionals seeking to enhance their spatial analysis skills and knowledge Individuals interested in learning how to extract meaningful insights from geospatial data Urban planners, geographers, environmental scientists, and researchers working with spatial data Anyone seeking to advance their career in the field of GIS and spatial analysis Those seeking to utilize ArcGIS for spatial analysis and problem-solving Career path GIS Analyst (£25,000 - £45,000) GIS Specialist (£30,000 - £50,000) GIS Manager (£40,000 - £60,000) Senior GIS Analyst (£45,000 - £65,000) Spatial Data Scientist (£50,000 - £70,000) GIS Consultant (£50,000 - £70,000) Prerequisites This Spatial Analysis in ArcGIS does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Spatial Analysis in ArcGIS 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. Course Curriculum Module 01: Point Density Analysis Point Density Analysis 00:10:00 Module 02: Raster Calculator and Vector Isolation Raster Calculator and Vector Isolation 00:12:00 Module 03: Raster to Topography Raster to Topography 00:12:00 Module 04: Raster Reclassification Raster Reclassification 00:14:00 Module 05: Raster Overlay Raster Overlay 00:13:00 Module 06: Slope Analysis and Hydrology tools Raster Overlay 00:11:00 Module 07: Introduction to TIFF Files Raster Overlay 00:12:00 Module 08: Introduction to 3D Surfaces Introduction to 3D Surfaces 00:12:00 Module 09: Satellite Images and TIN Surfaces Satellite Images and TIN Surfaces 00:12:00 Module 10: Exercise Exercise 00:08:00 Assignment Assignment - Spatial Analysis in ArcGIS 00:00:00 Resources Resources - Spatial Analysis in ArcGIS 00:00:00

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Why Learn Photoshop Basics to Advanced Training Course? Click here for info In this course, you'll gain basic to advanced Photoshop skills, to edit photos and images, and advanced tasks like creating product designs and photorealistic illustrations. The course is customizable to your requirements, and you'll engage in design projects to enhance your portfolio. Duration: 20 hrs. Method: 1-on-1 Schedule: Tailor your own schedule by pre-booking a convenient hour of your choice, available from Mon to Sat 9 am and 7 pm. Adobe Photoshop Training in London - In-Person & Live Online As the most renowned image editing software, Photoshop provides complete control over your images. With a wide range of editing tools, users can enhance, retouch, and manipulate colors to create stunning visuals. Beyond static images, Photoshop is also capable of editing videos, graphic design, and 3D images. Choose our Photoshop course for a solid foundation in creative visuals, covering image adjustment, composition, and common fixes. For a deeper understanding, our Advanced course core introduction teaches advanced techniques like color fills, text and layer styling, and web-ready artwork creation. Explore our masterclass options for further training and insights at an advanced level. All beginner courses are available in class or online 1-on-1. Photoshop Basics to Advanced Training Course - 20 hours Course Outline: I. Introduction to Photoshop (1 hour) Get familiar with Adobe Photoshop and its applications Set up a personalized workspace for efficient workflow II. Working with Layers and Masks (2 hours) Explore layer styles and advanced management techniques III. Selections and Retouching (2 hours) Master selection and retouching tools for precise edits IV. Working with Text and Vector Graphics (1 hour) Create and format text effectively Combine vector elements with raster graphics V. Color Correction and Image Adjustments (2 hours) Adjust image color and tone for better visual impact VI. Filters and Effects (1 hour) Apply filter effects for creative enhancements VII. Advanced Techniques (6 hours) Dive into advanced layer masking and selection tools Work with 3D models and design for mobile applications VIII. Project-Based Learning (3 hours) Apply Photoshop techniques to real-world projects IX. Advanced Rendering Techniques (1 hour) Explore advanced rendering effects for photorealistic results X. Final Project and Post-Production Techniques (1 hour) Complete a comprehensive final project and implement post-production techniques Enroll now to elevate your Photoshop skills and create visually stunning designs with confidence. Learn from experienced instructors in interactive in-person or live online sessions. Master Adobe Photoshop and unlock your creative potential. By completing the Photoshop Basics to Advanced Training Course, participants will: Develop Proficiency: Acquire a strong command of Adobe Photoshop, mastering both foundational and advanced techniques. Image Editing Expertise: Gain the skills to efficiently edit and retouch images, remove unwanted elements, and enhance visuals using a variety of tools. Creative Design Skills: Explore creative design concepts, combining text, vector graphics, and raster elements for custom designs. Color Correction and Enhancement: Learn to adjust image colors, tones, and apply advanced color correction techniques for professional results. Filters and Effects: Apply various filter effects creatively, giving artistic enhancements to images and designs. Project-Based Learning: Gain practical experience by working on real-world projects, creating composite images, posters, social media graphics, and more. Advanced Rendering Techniques: Discover rendering techniques for achieving photorealistic and visually impactful results. Post-Production Expertise: Implement post-production techniques to refine and polish final outputs for professional-grade designs. Customization and Automation: Create and utilize custom brushes, actions, and scripts to streamline workflows and improve efficiency.

This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.

This Adobe Photoshop CC Intermediate builds on skills gained either in the workplace or on the Photoshop CC Introduction Training. Once you've gotten comfortable with the basic techniques of Adobe Photoshop, you're ready to sharpen your skills with this intermediate level course. Learn how to give your projects more definition, clarity and style. Take your Photoshop skills to the next level with this course. Learn how to colour correct, work with advanced layer options and make masks for image editing. You'll also create and manipulate everything from filters, gradients, patterns, type and shape layers and paths. In addition, you will work with advanced special effects, including blur and distort filters, stylizing effects, liquefy and smart filters, and work with Smart Objects. You will understand and work with RAW images. Finally, you will automate tasks using Actions, create Droplets, HDR images, and a panoramic image, explore integration with other Adobe software, and understand colour management. What Will I Learn? Paint and Use Brushes Use Vector Tools Use Advanced Special Effects Work with RAW Images Review Retouching Basics Automate Tasks Integrate with Other Adobe Software Explore Color Management Requirements Recommended pre-requisites: Adobe Photoshop CC Introduction Who is the target audience? Students who wish to learn some of the more advanced features of Photoshop CC. Start Here Introduction FREE 00:03:00 Painting and Using Brushes Painting with Brushes 00:09:00 Using the Brushes Panel 00:06:00 Defining Custom Brushes 00:04:00 Saving Tool Presets 00:02:00 Using the History Brush 00:03:00 Using Vector Tools Working with Vector Shapes 00:10:00 Creating Custom Shapes 00:02:00 Using the Pen Tool 00:07:00 Discovering Paths 00:04:00 Understanding Vector Masks 00:03:00 Using Vector Objects and Spot Colors 00:06:00 Using Libraries What is the CC Library 00:02:00 Adding and Deleting Assets in the Library 00:03:00 Sharing Assets 00:02:00 Creating New Libraries 00:03:00 Sharing a Library 00:02:00 Advanced Special Effects Using the Blur Filters 00:06:00 Applying the Distort Filters 00:03:00 Creating a Pixelated Look 00:02:00 Stylizing Effects 00:02:00 Using Liquify 00:05:00 Using Smart Filters 00:04:00 Working with Smart Objects 00:03:00 Loading a Texture into Type 00:04:00 Working with RAW Images What is a Raw Image 00:05:00 Processing Raw Images 00:12:00 Opening a JPEG File in Raw 00:06:00 Retouching Basics Developing a Strategy for Retouching 00:04:00 Using Retouching Tools 00:10:00 Using the Dust and Scratches Filter 00:04:00 Applying Sharpening 00:08:00 Working with Face Aware Liquify 00:06:00 Automating Tasks Using Actions 00:03:00 Using Droplets 00:05:00 Creating an HDR Image 00:07:00 Creating a Panoramic Image 00:07:00 Integration with other Adobe Software Using PSD Files in InDesign 00:04:00 Using PSD Files in Illustrator 00:03:00 Using PSD Files in Dreamweaver 00:04:00 Understanding Color Management Why Color Management 00:03:00 Calibrating a Monitor 00:04:00 Calibrating a Printer 00:03:00 Loading Profiles into PSDs 00:02:00 Conclusion Course Recap 00:01:00 Course Certification

Adobe Illustrator is the industry standard vector drawing tool. It's used by print professionals as well as illustrators and web designers. Illustrator CC Fundamentals explains the key concepts and techniques for producing vector-based artwork. This Adobe Illustrator CC Beginner is the first in a series designed to help you master one of the world's most popular page layout applications. This course is aimed at people new to Illustrator & design in general. We'll start right at the beginning, working our way through step by step. Through the Adobe Illustrator CC Beginner you will gain the fundamentals necessary to tackle the world's best vector-based illustration software Adobe Illustrator. The course is designed to explain everything a beginner needs to know to get up and running with Illustrator. Learn the elements that makeup vector graphics such as paths, strokes, fills and other key concepts and techniques for drawing in Adobe Illustrator CC. What Will I Learn? Understand drawing basics Measure and Transform objects Apply fills and strokes Set type Paint with brushes Apply effects Export from Illustrator Requirements Basic computer skills Introduction Introduction 00:01:00 Introduction to Illustrator Why Adobe Illustrator? 00:03:00 Using Selection Tools 00:02:00 Creating New Documents 00:08:00 Saving Adobe Illustrator Filesc 00:06:00 Navigating the Interface 00:08:00 Managing Workspaces 00:05:00 Drawing Basics Creating Shapes 00:13:00 Using the Drawing Tools 00:10:00 Mastering the Pen Tool 00:09:00 Editing Shapes 00:08:00 Grouping and Aligning Shapes 00:06:00 Understanding Layers 00:06:00 Putting it all Together 00:07:00 Measuring and Transforming Objects Working with Rulers and Guides 00:05:00 Discovering the Transform Panel 00:08:00 Using Transform and Distort 00:04:00 Applying Fills and Strokes Editing Fills with the Color 00:08:00 Editing Fills with the Swatches 00:09:00 Modifying Strokes 00:09:00 Creating Gradients 00:09:00 Using the Freeform Gradient 00:06:00 Setting Type Using Type Tools 00:10:00 Discovering Type Panels 00:08:00 Working with Adobe Fonts 00:04:00 Painting with Brushes Discovering the Brush Panel 00:06:00 Creating Custom Brushes 00:06:00 Using the Blob Brush 00:08:00 Applying Effects Using the Appearance Panel 00:04:00 Understanding the Effects Menu 00:07:00 Exporting from Illustrator Creating PDF's 00:07:00 Exporting to Other Formats 00:08:00 Importing Adobe PDF´s 00:03:00 Understanding Metadata 00:04:00 Printing your Document 00:07:00 Conclusion Course recap 00:01:00 Resources Resources - Adobe Illustrator CC Beginner 00:00:00 Course Certification

Photoshop Essentials Evening Training Sessions, where you'll master the basics and elevate your photography and Photoshop rendering skills. Enhance your photos significantly, learning everything from color correction to retouching techniques. Expertly retouch and repair images during our comprehensive Photoshop training courses. Click here for more info: Website Duration: 10 hours Approach: 1-on1 guidance, Customized instruction and Tailored content. Choose your own time and day Monday to Saturday 9 am to 7 pm Becoming Proficient in Adobe Photoshop - 10-Hour Training Program Module 1: Introduction to Photoshop (1 hour) Familiarization with Photoshop interface and tools Understanding file formats and resolution concepts Navigation within the workspace and customization of preferences Mastering essential keyboard shortcuts for efficient workflow Module 2: Working with Layers (1 hour) Grasping the significance of layers and their efficient organization Application of layer styles to enhance creativity Utilization of blend modes for striking compositions Module 3: Selection Techniques (1 hour) Understanding diverse selection tools and their specific applications Precision in selections using Marquee, Lasso, Magic Wand, Quick Selection, and Refine Edge tools Creation of masks for non-destructive editing Module 4: Image Editing and Retouching (1 hour) Essential techniques for retouching portraits and landscapes Corrections in exposure, color, and tone using Adjustment Layers Seamless repairs with Healing Brush, Clone Stamp, and Content-Aware tools Module 5: Typography and Text Effects (1 hour) Working with text layers and formatting options Crafting captivating text effects using Layer Styles Manipulating text along paths and shapes for creative compositions Module 6: Advanced Image Manipulation (1 hour) Merging images with layer masks and blending modes Crafting composite images and surreal artwork Applying transformations and distortions creatively using Smart Objects Module 7: Filters and Special Effects (1 hour) Exploration of various filters for artistic and practical applications Application of blur, sharpening, distortion filters, and creative effects using the Filter Gallery Flexible editing with smart filters Module 8: Drawing and Vector Graphics (1 hour) Working with shape layers and vector tools Creation of custom shapes, icons, and logos Precision in illustrations using the Pen tool Module 9: Advanced Color Correction (1 hour) Expertise in color adjustments with Curves and Levels Selective color control using Adjustment Layers Understanding color spaces, profiles, and creating duotones and split-tones Module 10: Designing for Web and Print (1 hour) Image preparation for web and social media platforms Understanding resolution and color modes for print File exportation in various formats catering to diverse needs Final Project: Crafting a digital artwork or print-ready composition to showcase acquired skills. Upon completing this 10-hour Adobe Photoshop course, participants will: Master Photoshop Tools: Navigate the interface efficiently, apply advanced tools, and utilize essential shortcuts for streamlined work. Perfect Layer Techniques: Organize layers, use blend modes, and apply styles for visually appealing compositions. Refine Selection Skills: Make precise selections, create masks, and employ advanced selection tools for accuracy. Enhance Images Professionally: Learn advanced retouching, correction, and repair techniques for seamless photo editing. Create Captivating Text: Work with text layers, apply styles, and design typographic compositions creatively. Master Image Manipulation: Merge images seamlessly, apply transformations, and create surreal artwork with Smart Objects. Apply Filters and Effects: Utilize a range of artistic filters and effects for creative enhancements. Professional Vector Graphics: Craft custom shapes, logos, and icons with precision using vector tools. Advanced Color Correction: Master color adjustments, selective color control, and create captivating duotones and split-tones. Produce Print and Web Designs: Prepare images for various platforms, understand resolution, and export files in diverse formats. Hands-On Project Proficiency: Apply skills in real-world projects, demonstrating professional design expertise. Upon completion, participants will have the confidence and proficiency to excel in Photoshop, enabling high-quality, professional design work in both digital and print media. Adobe Photoshop Course: Adobe Photoshop course, hosted at the UK's top Adobe Training Centre. Develop expertise in Adobe's premier digital imaging software, crucial for crafting compelling visuals across a multitude of digital platforms. Our Photoshop training programs focus on interactive, real-life exercises, ensuring a hands-on and practical learning environment. Whether you are a novice aiming for a robust foundation or a proficient user striving for increased efficiency, our wide-ranging Photoshop courses are tailored to meet your specific requirements. Enroll today to master Photoshop and tap into a world of creative possibilities. Jobs You Can Pursue: Graphic Designer: Create visually appealing graphics for print and digital media. Digital Artist: Craft digital artwork for various applications, from illustrations to advertisements. Photo Retoucher: Enhance and manipulate photos to achieve desired visual effects. UI/UX Designer: Design user interfaces and experiences for websites and applications. Web Designer: Develop visually engaging websites by incorporating Photoshop skills into web design. Marketing Content Creator: Produce marketing materials like banners, brochures, and social media visuals. Freelance Designer: Work independently, offering design services to clients across different industries. Advertising Creative: Contribute to creative campaigns by designing impactful ad visuals. Print Production Specialist: Prepare print-ready materials, ensuring quality in printed products. Photography Post-Processing Specialist: Enhance and retouch photographs, optimizing them for professional use. Course Advantages: Master Vital Photoshop Skills: Gain expertise in essential image editing and manipulation techniques. Craft Striking Digital Artwork: Create visually appealing digital art and design graphics with finesse. Attain Professional-Quality Results: Achieve high-quality outcomes with accuracy and speed in your work. Unleash Creative Potential: Explore versatile design capabilities, tapping into your full creative spectrum. Flexible Learning: Access recorded lessons for convenient learning and revision. Continuous Assistance: Benefit from lifetime email support, ensuring ongoing guidance and support.

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Data Science Course Bundle 2022 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. The world is one big data bank, and data science is one of the most demanding professional sectors of the present era. The analytical and programming-oriented field of data science has limited resources for candidates to learn and develop skills, which is why you need our highly advanced [course_title] course.With step-by-step interactive video content, our training will equip you with extensive knowledge and expertise in data science, including machine learning. This bundle course offers an opportunity to foster your career opportunities with an expert-level understanding of data science and become skilful in this industry. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Data Science Course Bundle 2022 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Data Science Course Bundle 2022 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Data Science Course Bundle 2022 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types….. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificity…etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality …. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging…. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method ….. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing ….. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoW…. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes … Pipeline feature to assemble several steps for cross-validation… How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 Having this CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included

Is a great story, nice graphics and engaging gameplay enough to formulate a good game? Not at all! Well-designed characters are also an integral part of it. Our 2D Game Characters Design with Inkscape course is all about creating versatile vector characters with Inkspace. This course introduces simple and fast methods to prepare any character for animation.  If you have a basic knowledge of Inkspace, you can opt for this course. Inkspace is a versatile vector tool which helps to design characters in an easier and faster way. This 2D Game Characters Design with Inkscape course will give a clear understanding of this free software and you'll learn how to design a game character with this tool from scratch. From teaching you the theory of character design to the techniques of animating your characters, this course will familiarise you with the 6 step character design method. What you'll learn Create 2d game characters with Inkscape Evaluate the final character design Prepare the character for animation Requirements You need a computer with Inkscape installed. You will need a pencil and paper for sketching! You need to have a basic knowledge of Inkscape! This is not a beginner course! Who this course is for: Do you need a unique character for your new game? This course is for you! This course is for developers who want to create versatile vector game characters This course is NOT for you if you are an absolute beginner with Inkscape! Introduction and warming up! Introduction FREE 00:02:00 Warming up create a sword and a shield 00:07:00 The theory of character design What makes a good character 00:06:00 My proven character design process 00:05:00 Get inspired! 00:05:00 The importance of sketching 00:03:00 Color theory in character design 00:07:00 Character proportion basics 00:05:00 Game character animation in Inkscape Robot character blueprint 00:12:00 Animation in Inkscape - Part 1. 00:07:00 Animation in Inkscape - Part 2. 00:10:00 Design characters in Inscape Ninja character blueprint 00:16:00 Skeleton warrior character blueprint 00:12:00 RPG warrior character blueprint - Part 1. 00:13:00 RPG warrior character blueprint - Part 2. 00:13:00 RPG warrior character blueprint - Part 3. 00:17:00 Additional tips and tricks about character design Modular character 00:05:00