185 SV courses

Computer vision (CV), a subfield of computer science, focuses on replicating the complex functionalities of the human visual system. This course provides a comprehensive understanding of Computer Vision from the beginning using Python and helps you in becoming an expert.

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Become an IP master with this course!

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction to the CCNA (200-301) Course Introduction 00:06:00 Intro to TCP/IP, Transport and Applications OSI, TCP/IP and Cisco 3 Layer Model 00:15:00 TCP/IP Headers and Port Numbers 00:09:00 DNS Resolution and URI's 00:13:00 Fundamentals of Ethernet LANs An Overview of LANs 00:13:00 Building a LAN using UTP Cabling 00:23:00 Building a LAN using Fiber Cabling 00:14:00 Sending Data in Ethernet Networks 00:22:00 Fundamentals of WANs and IP Routing WAN Networks 00:29:00 IP Routing Process 00:16:00 Using DNS Hostname 00:22:00 Navigating the CLI Accessing the Switch CLI 00:19:00 LAN Switching Concepts 00:24:00 Switch MAC Address 00:28:00 Configuring Basic Switch Management What I like to call housekeeping 00:06:00 Basic House Keeping 00:26:00 Setting IPv4 Address on L2 Switches 00:23:00 Implementing VLANs VLAN Concepts 00:16:00 Using VLANs 00:20:00 Voice VLANs 00:16:00 STP Concepts STP vs. RSTP 00:14:00 STP vs. RSTP Lab 00:15:00 RSTP and Ether Channel Configurations EtherChannel 00:06:00 EtherChannel Lab 00:10:00 Understanding IPv4 Addresses IPv4 basics 00:06:00 IPv4 Advanced Topics 00:12:00 IPv4 Subnetting IPv4 Subnetting 00:10:00 IPv4 Subnetting Lab 00:11:00 IPv4 Route Summarization IPv4 Route Summarization 00:07:00 IPv4 Route Summarization Lab 00:15:00 IPv4 VLSM IPv4 VLSM 00:07:00 IPv4 VLSM LAB 00:15:00 Configuring IPv4 on Routers Conversions 00:13:00 Operating Cisco Routers 00:12:00 IPv6 Addressing IPv6 Addressing 00:28:00 IPv6 Addressing Dual Stack LAB 00:10:00 Default Routing Full Blown Housekeeping 00:15:00 Configuring Default Routes 00:09:00 Static Routing Configuring Static Routes 00:20:00 Floating Static Routes 00:13:00 Inter-VLAN Routing Router on a Stick 00:21:00 Using SVI Routing L3 Switch 00:12:00 Dynamic Routing Basics of RIPv2 00:11:00 Basics of EIGRP 00:12:00 OSPF Routing 00:13:00 Single Area OSPF Lab 00:16:00 Multiple Area OSPF Lab 00:16:00 OSPF DR/BDR 00:08:00 OSP DR/BDR Lab 00:15:00 Wireless LANs WLAN Antenna Characteristics 00:20:00 Wireless Authentication Protocols 00:17:00 Wireless Controller Lab 00:32:00 Assessment Assessment - Cisco CCNA (200-301) Volume 1 Complete Training 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Supplementary Resources Supplementary Resources - The Complete Chakra Healing Course - Accredited Certificate 00:00:00 Basics of Kundalini and Chakras Programme Overview 00:02:00 Introduction to Kundalini and Chakras 00:04:00 All About Root Chakra (a.k.a. Base Chakra or Muladhara Chakra) Introduction to Root Chakra 00:01:00 Diagnosis of Root Chakra 00:02:00 Goal Setting for Root Chakra 00:01:00 Hand Mudra Yoga for Root Chakra 00:01:00 Meditation for Root Chakra 00:02:00 Crystals Healing for Root Chakra 00:01:00 Aromatherapy for Root Chakra 00:01:00 Color Therapy for Root Chakra 00:01:00 Music Therapy for Root Chakra 00:01:00 Reflexology for Root Chakra 00:01:00 All About Sacral Chakra (a.k.a. Svadhistana Chakra) Introduction to Sacral Chakra 00:01:00 Diagnosis of Sacral Chakra 00:01:00 Goal Setting for Sacral Chakra 00:01:00 Hand Mudra Yoga for Sacral Chakra 00:01:00 Meditation for Sacral Chakra 00:02:00 Crystals Healing for Sacral Chakra 00:01:00 Aromatherapy for Sacral Chakra 00:01:00 Color Therapy for Sacral Chakra 00:01:00 Music Therapy for Sacral Chakra 00:01:00 Reflexology for Sacral Chakra 00:01:00 All About Solar Plexus Chakra (a.k.a. Manipura Chakra) Introduction to Solar Plexus Chakra 00:01:00 Diagnosis of Solar Plexus Chakra 00:01:00 Goal Setting for Solar Plexus Chakra 00:01:00 Hand Mudra Yoga for Solar Plexus Chakra 00:01:00 Meditation for Solar Plexus Chakra 00:02:00 Crystals Healing for Solar Plexus Chakra 00:01:00 Aromatherapy for Solar Plexus Chakra 00:01:00 Color Therapy for Solar Plexus Chakra 00:01:00 Music Therapy for Solar Plexus Chakra 00:01:00 Reflexology for Solar Plexus Chakra 00:01:00 All About Heart Chakra (a.k.a. Anahata Chakra) Introduction to Heart Chakra 00:01:00 Diagnosis of Heart Chakra 00:01:00 Goal Setting for Heart Chakra 00:01:00 Hand Mudra Yoga for Heart Chakra 00:01:00 Meditation for Heart Chakra 00:02:00 Crystals Healing for Heart Chakra 00:01:00 Aromatherapy for Heart Chakra 00:01:00 Color Therapy for Heart Chakra 00:01:00 Music Therapy for Heart Chakra 00:01:00 Reflexology for Heart Chakra 00:01:00 All About Throat Chakra (a.k.a. Vishuddha Chakra) Introduction to Throat Chakra 00:01:00 Diagnosis of Throat Chakra 00:01:00 Goal Setting for Throat Chakra 00:01:00 Hand Mudra Yoga for Throat Chakra 00:01:00 Meditation for Throat Chakra 00:02:00 Crystals Healing for Throat Chakra 00:01:00 Aromatherapy for Throat Chakra 00:01:00 Color Therapy for Throat Chakra 00:01:00 Music Therapy for Throat Chakra 00:01:00 Reflexology for Throat Chakra 00:01:00 All About Third Eye Chakra (a.k.a. Brow/ Ajna Chakra) Introduction to Third Eye Chakra 00:01:00 Diagnosis of Third Eye Chakra 00:01:00 Goal Setting for Third Eye Chakra 00:01:00 Hand Mudra Yoga for Third Eye Chakra 00:01:00 Meditation for Third Eye Chakra 00:02:00 Crystals Healing for Third Eye Chakra 00:01:00 Aromatherapy for Third Eye Chakra 00:01:00 Color Therapy for Third Eye Chakra 00:01:00 Music Therapy for Third Eye Chakra 00:01:00 Reflexology for Third Eye Chakra 00:01:00 All About Crown Chakra (a.k.a. Sahasrara Chakra) Introduction to Crown Chakra 00:01:00 Diagnosis of Crown Chakra 00:01:00 Goal Setting for Crown Chakra 00:01:00 Hand Mudra Yoga for Crown Chakra 00:01:00 Meditation for Crown Chakra 00:02:00 Crystals Healing for Crown Chakra 00:01:00 Aromatherapy for Crown Chakra 00:01:00 Color Therapy for Crown Chakra 00:01:00 Music Therapy for Crown Chakra 00:01:00 Reflexology for Crown Chakra 00:01:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Highlights of the Course Course Type: Online Learning Duration: 1 to 2 hours Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about 2D game design Understand the core competencies and principles of 2D game design Explore the various areas of 2D game design Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert game designer Create Professional 2D Game Assets With Inkscape Course Master the skills you need to propel your career forward in 2D game design. This course will equip you with the essential knowledge and skillset that will make you a confident game designer and take your career to the next level. This comprehensive create professional 2D game assets with inkscape course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this 2D game assets course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective 2D game design practice and equip you with the essential skills, confidence and competence to assist you in the 2D game design industry. You'll gain a solid understanding of the core competencies required to drive a successful career in 2D game design. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for 2D game assets or for people who are aspiring to specialise in 2D game design. Enrol in this create professional 2D game assets with inkscape course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive create professional 2D game assets with inkscape course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this 2D game design can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This create professional 2D game assets with inkscape course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This create professional 2D game assets with inkscape course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This create professional 2D game assets with inkscape course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to Inkscape Introduction 00:02:00 Drawing in Inkscape Drawing your First Object 00:07:00 Working With Multiple Objects 00:00:00 Colors in Inkscape 00:06:00 Path Operations - Creating Simple Shapes 00:09:00 Gradients and Groups 00:10:00 Modify Path - the Best Way Refine Your Objects 00:09:00 Use What You Learned: Draw a Bomb in Inkscape 00:09:00 Exporting Export Bitmap Image 00:06:00 How and Why to Save to SVG 00:03:00 GUI Elements - Creating Buttons First Step - Learn the Text Tool 00:06:00 Button States 00:05:00 Buton Variations 00:17:00 Creating Platforms Design a Basic Platform 00:07:00 Tiling Platforms 00:08:00 Platform Mutations 00:08:00 Design and Animate Game Characters Draw and Move a Character for a Top Down Shooter 00:08:00 Design a a Game Hero 00:10:00 Character Poses 00:11:00 Practice Animation: The Blob 00:14:00 Set up and Understand a More Complex Walk Cycle 00:14:00 Finish the Walk Cycle 00:08:00 Background For Your Games Understanding Backgrounds 00:05:00 Tiling Backgrounds 00:14:00 Add Foreground Elements 00:19:00 Background Variations 00:17:00 More Tips and Tricks and Real Life Case Studies Modularity - be More Creative and Efficient 00:11:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction to Course Illustrator Course Outline 00:01:00 The Power of Adobe Illustrator 00:01:00 Achieving the best learning experience 00:02:00 Illustrator Fundamentals & Basics Illustrator Documents 00:04:00 Illustrator workspaces & Properties Panel 00:13:00 Artboards 00:12:00 Navigation & zooming in illustrator 00:08:00 New Illustrator cc 2019 view features 00:04:00 illustrator Preferences & Settings 00:11:00 illustrator Basic Geometric shapes 00:15:00 Illustrator Transformation & Rotation 00:11:00 illustrator Pathfinder panel & Shape Builder tool 00:11:00 Illustrator Selection tools & methods 00:09:00 grouping elements in illustrator 00:05:00 illustrator Layers 00:07:00 Illustrator Align & distribute panel 00:04:00 Illustrator Guides, Grids & Rulers 00:11:00 Exercise: Drawing Basic Geometric shapes 00:17:00 Illustrator Stroke Panel​​ 00:09:00 Colors, Appearance & Graphic Styles in Illustrator Illustrator color panels (color, swatches, themes, guide)​​ 00:18:00 Illustrator Gradient colors panel 00:12:00 Free form gradient ( Illustrator 2019 users) 00:06:00 Illustrator Appearance & Graphic style panels 00:09:00 Illustrator effects 00:14:00 Exercise: Appearance, graphic style, gradients 00:09:00 Drawing Tools & Techniques Illustrator Pencil Tool 00:06:00 Illustrator Brush tool 00:03:00 Illustrator Drawing modes & blob brush tool 00:17:00 Illustrator Pen Tools 00:14:00 Illustrator curvature tool 00:05:00 Pen Tools & curvature tool exercise 00:18:00 Illustrator drawing modifying tools 00:13:00 illustrator Transform & distort tools (Liquify Tools) 00:09:00 Illustrator Puppet Warp tool 00:04:00 Illustrator Envelope Distort 00:07:00 Drawing Symmetric Shapes 00:08:00 Drawing Concentric Symmetrical design 00:11:00 Illustrator Clipping Masks 00:11:00 Illustrator Opacity Masks 00:07:00 illustrator live paint bucket tool 00:09:00 Recolor Artwork 00:08:00 Complex Drawing Exercise 00:08:00 Illustrator Complex Drawing techniques 00:15:00 Illustrator Brushes Illustrator Art Brushes 00:13:00 Illustrator Scatter Brush 00:09:00 illustrator Bristle Brush 00:07:00 Illustrator Calligraphic brush 00:09:00 Illustrator Pattern brush 00:07:00 Illustrator Images brushes 00:09:00 Illustrator brushes exercise 00:03:00 Design With images in illustrator Images modifying for tracing 00:06:00 Tracing images in illustrator 00:12:00 Enhancing traced Vectors & coloring hints 00:06:00 Illustrator image exercise 00:03:00 Typography in Illustrator Illustrator Typography Anatomy & Character control 00:14:00 illustrator Paragraphes control 00:12:00 Illustrator Character & paragraph styles panels 00:10:00 Font Selection (illustrator cc 2019 users) 00:04:00 Illustrator Fonts (Filtering, Variable, glyphs, stylistic sets, open type, SVG) 00:15:00 illustrator Touch type tool 00:02:00 Illustrator type on a path tools 00:07:00 Clipping Typography Masks 00:03:00 Illustrator Typography Art directions & trending visual effects 00:14:00 Illustrator type envelope distort 00:04:00 illustrator text wrap 00:02:00 Exercise: Typography composition 00:02:00 Illustrator Advanced Techniques & Tricks Illustrator Blend Tool 00:10:00 illustrator perspective drawing 00:12:00 Illustrator Symbols 00:11:00 illustrator global edits (Illustrator cc 2019 Users) 00:02:00 Creating Patterns in illustrator 00:09:00 Illustrator Graphs 00:14:00 Illustrator Gradient Mesh 00:08:00 Exporting & Finalizing Artwork in illustrator Exporting illustrator files & save for web 00:06:00 Preparing & exporting illustrator file for printing 00:06:00 Asset Export Panel 00:01:00 Creative Cloud & Illustrator Libraries 00:07:00 illustrator export for screens, save for web & Archiving files 00:09:00 Assessment Assessment - Illustrator CC - Beginners To Advanced 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Start on a journey to master modern web design. Craft stunning digital experiences with our Diploma in Modern Web Designing Course.

Overview This comprehensive course on Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Machine Learning with Python comes with accredited certification, 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 Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning with Python 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 Having these various qualifications 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. Course Curriculum 4 sections • 21 lectures • 01:34:00 total length •Introduction to types of ML algorithm: 00:02:00 •SVM - Python Implementation: 00:06:00 •Introduction to types of ML algorithm: 00:02:00 •Importing a dataset in python: 00:02:00 •Resolving Missing Values: 00:06:00 •Managing Category Variables: 00:04:00 •Training and Testing Datasets: 00:07:00 •Normalizing Variables: 00:02:00 •Normalizing Variables - Python Code: 00:03:00 •Summary: 00:01:00 •Simple Linear Regression - How it works?: 00:04:00 •Simple Linear Regreesion - Python Implementation: 00:07:00 •Multiple Linear Regression - How it works?: 00:01:00 •Multiple Linear Regression - Python Implementation: 00:09:00 •Decision Trees - How it works?: 00:05:00 •Random Forest - How it works?: 00:03:00 •Decision Trees and Random Forest - Python Implementation: 00:04:00 •kNN - How it works?: 00:02:00 •kNN - Python Implementation: 00:10:00 •Decision Tree Classifier and Random Forest Classifier in Python: 00:10:00 •SVM - How it works?: 00:04:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 Having these various qualifications 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. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00