390 Vector courses

Are you interested in graphic designing but not sure whether it is for you or not? The road to becoming a graphic designer generally requires a few essential skills, proper knowledge on desktop publishing software like Adobe InDesign and a working knowledge of typography and printing. This Diploma in Graphic Design course explains everything about graphic designing, and how to get started. Learn the principles and elements of design, basic techniques in Adobe Photoshop, Illustration, and In-design to create vector graphics, animation, games, and rich Internet applications. Besides, learn to design logos, marketing collateral, fliers that a company needs to market or advertise their products. Graphics Design Course is suitable for anyone interested in or already working in this field or simply want to learn in-depth about creative design. You will be able to add this qualification to your CV by downloading your certificate instantly without any cost. To make this course easily accessible to you, we have designed it for both part-time and full-time students. This course is packed into bite-size modules for your convenience. You can study at your own pace or become accredited within hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of the Graphic Design course and answer all your queries via email. Who is the course for? Anyone that has an interest in learning more about the graphic design process. A career in graphic design is open to graduates of any design-related discipline, for example 3D design, communication design, photography, illustration or visual art, but a specific graphic design degree will be the most useful. 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 LESSON 01 Basics of Graphic Design 00:56:00 LESSON 02 Foundation in Design 01:00:00 LESSON 03 Adobe Photoshop Basics 01:02:00 LESSON 04 Designers go to Software 01:03:00 LESSON 05 Adobe Illustrator Introduction and Typography 01:01:00 LESSON 06 Creating Logos with Illustrator 01:02:00 LESSON 07 Logo Design Basics 00:51:00 LESSON 08 Adobe in Design and Print Work Introduction 01:02:00 Mock Exam Mock Exam - Diploma in Graphic Design 00:20:00 Final Exam Final Exam - Diploma in Graphic Design 00:20:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for a Electrical Safety course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one Electrical Safety bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Electrical Safety course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries on Electrical Safety and help you along your learning journey. Advanced audio-visual learning modules of these Electrical Safety courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Electrical Safety, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Electrical Safety Bundle Consists of the following Premium courses: Course 01: Advanced Electrical Safety Course 02: First Aid at Work Course 03: Distribution Station & Feeder Protection Course 04: Electrician Course 05: PAT Level 4 Course 06: Level 3 Heating, Ventilation & Air Conditioning (HVAC) Technician Course 07: Electronic & Electrical Devices Maintenance Course 08: Digital Electric Circuits & Intelligent Electrical Devices Course 09: Smart Meter Installer Training Course 10: Short Circuit Analysis for HV Three Phase Systems Course 11: Electric Power Metering for Single and Three Phase Systems Course 12: Electrical 3 Phase Power Transformers Fundamentals Course 13: Electrical Power System and High Voltage Engineering Course 14: Electrical Engineering for Electrical Substations Enrol now in Electrical Safety to advance your career, and use the premium study materials from Apex Learning. Benefits you'll get from choosing Apex Learning for this Electrical Safety: Pay once and get lifetime access to 14 CPD courses from this Course Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills 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 (For The Title Course) Hard Copy Certificate: Free (For The Title Course) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Electrical Safety expertise and essential knowledge, which will assist you in reaching your goal. Curriculum: Course 01: Advanced Electrical Safety Module 01: Safety Precautions Module 02: Direct Current Module 03: Alternating Current Module 04: Voltage and Resistance Module 05: Capacitance and Capacitors Module 06: Working Safely with Electrical Equipment Module 07: Electrical Incidents Module 08: Risk Assessment Module 09: Reducing and Controlling Risks Module 10: Combined Inspection and Testing Course 02: First Aid at Work Introduction to Workplace First Aid Legal Framework for Workplace First Aid Incident Management at Work Primary Survey Secondary Survey Basic First-Aid Techniques Dealing With Fractures and Dislocations Secondary Illness Loss of Responsiveness and CPR Secondary Illness Breathing Problems Secondary Illnesses and Injuries Dealing with Minor Injuries at the Workplace Call for an Emergency Course 03: Distribution Station & Feeder Protection Module 01: Introduction Module 02: Per Phase Analysis Module 03: Sub-Station Protection Module 04: A Protection Coordination Problem Module 05: Surge Protective Equipment Module 06: Transformer Protection Course 04: Electrician Electrician - Updated Version Intro Basic Electricity The Nature of Electricity Conductors & Insulators Current and Electric Circuits Ohm's Law Electric Power Series Parallel Circuits Circuit Theorems Theorem Example Explained Electric Fields and Capacitance Magnetism and Inductance Transient Response Capacitors & Inductors Assignment Electrician - Old Version Basic Electrical Terms The Wonder of Electricity Energy Foundation Joules More on Electrical Generation and Transmission Electrical Principles and Application Section Common Electrical Units used in Formulas and Equations Static and Current Electricity Magnets and Electricity Electromagnets and Electromagnetism Understanding the Electric Charge Electric Current What is Electric Power? Batteries Produce Electricity Water and Electrical Principles are Very Similar Electrical Theory Faraday's Law Maxwell-Faraday Equation Essential Electrical Tools Assessing the risk Electrical Test Equipment Maintenance Combined Inspection and Test (PAT) Course 05: PAT Level 4 Module 01: Introduction to PAT Module 02: Relevant Statutory Provisions for PAT Module 03: Risk Assessment Module 04: Reducing and Controlling Risks Module 05: Electrical Units and Appliance Classification Module 06: Initial Visual Examination Module 07: Instruments for Testing and Equipment Inspection Module 08: Electrical Installation Testing Module 09: Safety Precautions in Electrical Testing Module 10: Reporting and Record-keeping Course 06: Level 3 Heating, Ventilation & Air Conditioning (HVAC) Technician Module 01: Introduction to Heating, Ventilation & Air Conditioning (HVAC) Module 02: Heating Fundamentals and Psychrometrics Module 03: HVAC Systems Module 04: Heating and Ventilation Module 05: Air Conditioning Systems for HVAC Technicians Module 06: Compressors, Water Chillers, and Fans Module 07: Piping for HVAC Technician Module 08: Duct System in HVAC Module 09: Refrigeration and Refrigerants Module 10: Special Applications Module 11: HVAC System Selection Module 12: Safety in the HVAC Industry Course 07: Electronic & Electrical Devices Maintenance Section 01: Introduction & Getting Started Section 02: Electronic and Electrical maintenance Repair Section 03: Tools Needed Section 04: Electronic Components Section 05: Testing Section 06: Troubleshooting Section 07: Introduction to Electronic Components: A Step by Step Guide Course 08: Digital Electric Circuits & Intelligent Electrical Devices Module 01: Introduction Module 02: Numbering Systems Module 03: Binary Arithmetic Module 04: Logic Gates Module 05: Flip-Flops Module 06: Counters & Shift Registers Module 07: Adders Course 09: Smart Meter Installer Training Module 01: Introduction to Smart Meter Module 02: Designing of Smart Metering System Module 03: Install a Smart Meter Module 04: Meter Installation Guidelines Module 05: Smart Meter Cost and Benefit Analysis Module 06: Smart Metering Policy Guidelines Module 07: Smart Meters Act in the UK Course 10: Short Circuit Analysis for HV Three Phase Systems Module 01: Introduction to Short Circuit Analysis for HV Three Phase Systems course Module 02: Short Circuit & Fault Analysis Overview Module 03: Per Phase Analysis Module 04: Per Unit Analysis Module 05: Change of Base Module 06: Transformers & Per Unit Analysis Module 07: Symmetrical Components Module 08: Asymmetrical Three Phase Fault Analysis Module 09: System Modeling Course 11: Electric Power Metering for Single and Three Phase Systems Module 01: Basic Metering Introduction Module 02: Power & Energy Module 03: AC Power Module 04: Instrumentation Module 05: Single Phase Metering Module 06: Instrument Transformers Module 07: Three Phase Metering Module 08: Cross Wattmeter Verification Course 12: Electrical 3 Phase Power Transformers Fundamentals Module 01: Introduction Module 02: The Ideal Transformer Module 03: The Real Transformer Module 04: Instrument Transformers Module 05: Three Phase Power Transformers Module 06: Transformer Clock System Vector Nomenclature Module 07: Transformer Construction and Cooling Module 08: Transformer Protection Module 09: Transformer Relays Course 13: Electrical Power System and High Voltage Engineering Module 01: Introduction to Electrical Power System and High Voltage Module 02: Types of High Voltage Module 03: Generation of High Voltage AC at Power Frequency Module 04: Generation of High Voltage High Frequency AC Module 05: Generation of High Voltage Impulse Part 1 Module 06: Generation of High Voltage Impulse Part 2 Module 07: Generation of High Voltage DC Part 1 Module 08: Generation of High Voltage DC Part 2 Course 14: Electrical Engineering for Electrical Substations Unit 01: Basics of Electrical Substations Unit 02: Design of Earthing System Unit 03: Introduction to Design of Substation CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this bundle. Requirements Our Electrical Safety course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Electrical Safety expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Advanced Electrical Safety) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Advanced Electrical Safety) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

***Limited Time Exclusive Bundle*** Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for a Database Administrator course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one Database Administrator bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Database Administrator course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries on Database Administrator and help you along your learning journey. Advanced audio-visual learning modules of these Database Administrator courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Database Administrator, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Database Administrator Bundle Consists of the following Premium courses: Course 01: Introduction to Data Analysis Course 02: Data Center Training Essentials: General Introduction Course 03: Data Analytics with Tableau Course 04: Basic Google Data Studio Course 05: Complete Google Analytics Course Course 06: Python for Data Analysis Course 07: Data Analysis in Excel Level 3 Course Course 08: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query Course 09: GDPR Data Protection Level 5 Course 10: Level 3 Cyber Security Course 11: Encryption Course 12: Windows 10 Pro Complete Training Course 13: Functional Skills IT Course 14: Learning Computers and Internet Level 2 Benefits you'll get choosing Apex Learning: Pay once and get lifetime access to 14 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the title course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed 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 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 (For The Title Course) Hard Copy Certificate: Free (For The Title Course) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Database Administrator expertise and essential knowledge, which will assist you in reaching your goal. Curriculum of Bundle Course 01: Introduction to Data Analysis Module 01: Introduction Module 02: Agenda and Principles of Process Management Module 03: The Voice of the Process Module 04: Working as One Team for Improvement Module 05: Exercise: The Voice of the Customer Module 06: Tools for Data Analysis Module 07: The Pareto Chart Module 08: The Histogram Module 09: The Run Chart Module 10: Exercise: Presenting Performance Data Module 11: Understanding Variation Module 12: The Control Chart Module 13: Control Chart Example Module 14: Control Chart Special Cases Module 15: Interpreting the Control Chart Module 16: Control Chart Exercise Module 17: Strategies to Deal with Variation Module 18: Using Data to Drive Improvement Module 19: A Structure for Performance Measurement Module 20: Data Analysis Exercise Module 21: Course Project Module 22: Test your Understanding Course 02: Data Center Training Essentials: General Introduction Module 01: Data Center Introduction Module 02: Data Center Reliability Module 03: Data Center Equipment Module 04: Data Center White Space Module 05: Data Center Support Spaces Module 06: Data Center Security, Safety, Networks and IT Course 03: Data Analytics with Tableau Module 01: Introduction to the Course Module 02: Project 1: Discount Mart (Sales and Profit Analytics) Module 03: Project 2: Green Destinations (HR Analytics) Module 04: Project 3: Superstore (Sales Agent Tracker) Module 05: Northwind Trade (Shipping Analytics) Module 06: Project 5: Tesla (Stock Price Analytics) Module 07: Bonus: Introduction to Database Concepts Module 08: Tableau Stories Course 04: Basic Google Data Studio Module 01: Introduction to GDS Module 02: Data Visualization Module 03: Geo-visualization Module 04: A Socio-Economic Case Study Course 05: Complete Google Analytics Course Module 01: Overview Module 02: Navigation and Admin Module 03: Creating a New Google Analytics Account Module 04: Website Account Creation Module 05: Connecting To WordPress Website Module 06: Connecting To HTML Site Module 07: Connect Custom Page and Site Builders Module 08: Setting Up Annotations Module 09: Setting Up Intelligence Events Module 10: Set Up Custom Segments Module 11: Export Data for Analysis Module 12: Set Up Custom Reports Module 13: Set Up Google Integrations Module 14: Google Analytics Templates Module 15: Real Time Reporting Module 16: Setting Up Goals Module 17: Third Party Integrations Module 18: Audience Menu Overview Module 19: Interests and Geography Module 20: Conclusion Course 06: Python for Data Analysis Welcome, Course Introduction & overview, and Environment set-up Python Essentials Python for Data Analysis using NumPy Python for Data Analysis using Pandas Python for Data Visualization using matplotlib Python for Data Visualization using Seaborn Python for Data Visualization using pandas Python for interactive & geographical plotting using Plotly and Cufflinks Capstone Project - Python for Data Analysis & Visualization Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Python for Machine Learning - scikit-learn - Logistic Regression Model Python for Machine Learning - scikit-learn - K Nearest Neighbors Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Python for Machine Learning - scikit-learn - K Means Clustering Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Recommender Systems with Python - (Additional Topic) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Course 07: Data Analysis in Excel Level 3 Course Modifying a Worksheet Working with Lists Analyzing Data Visualizing Data with Charts Using PivotTables and PivotCharts Working with Multiple Worksheets and Workbooks Using Lookup Functions and Formula Auditing Automating Workbook Functionality Creating Sparklines and Mapping Data Forecasting Data Course 08: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query Introduction Prepaid Expenses Models: Resources Download Accounting for Prepaid Expenses Excel Formulas Detailed: Introduction to three Excel Models Formula Based Prepaid Expenses Model Calculate Prepaid Expenses Amortisation from Exact Start Date Prepaid Expenses Summary with Power Query and Pivot Table Advanced VBA Prepaid Expenses Amortisation Model BONUS: Dynamic Dashboard for Divisional Profit and Loss statements: Easy Way Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic Thankyou Course 09: GDPR Data Protection Level 5 Module 01: GDPR Basics Module 02: GDPR Explained Module 03: Lawful Basis for Preparation Module 04: Rights and Breaches Module 05: Responsibilities and Obligations Course 10: Level 3 Cyber Security FUNDAMENTALS OF NETWORKING GETTING STARTED WITH CYBER SECURITY LET'S BEGIN - THE FUNDAMENTALS OF CYBER SECURITY DIVING DEEP INTO CYBER SECURITY TYPES OF ACTORS, ATTACKS, MALWARE AND RESOURCES FIREWALLS AND ANTIVIRUS KEY SECURITY CONCEPTS Course 11: Encryption Section 01: Introduction Section 02: Basics of Common Encryption Section 03: Technical Aspects of Encryption Section 04: AES Basic Tech Demo Section 05: File and System Encryption Section 06: Conclusion Course 12: Windows 10 Pro Complete Training Module 01: Course Overview Module 02: Building Your Virtual Lab Environment Module 03: Upgrading Windows 7, 8, or 8.1 to Windows 10 Module 04: Building a Microsoft Server 2016 Domain Module 05: Windows Deployment Services (WDS) Module 06: Windows 10 Firewall, Windows Defender and UAC Module 07: Networking Module 08: Troubleshooting Module 09: User Preferences Module 10: Maintenance Course 13: Functional Skills IT Section 1: Introduction Section 2: Information Technology Section 3: Components of IT Section 4: Hardware Section 5: Operating System Section 6: Application/Software Section 7: Networking Section 8: Security Section 9: Traffic Flow & Enterprise Level IT Components Section 10: Storage Section 11: Database Section 12: Virtualisation & Cloud Section 13: Management & Other IT Jobs Course 14: Learning Computers and Internet Level 2 Module 01 : Computer Operating and Troubleshooting Module 02 : Internet and Computing - Key Applications Module 03 : Internet and Computing - Tools & Networking Module 04 : Windows 8 for PC Module 05 : Windows 10 - New Developments Module 06 : Cyber Security Awareness CPD 160 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Database Administrator bundle. Requirements Our Database Administrator course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Database Administrator expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

Course Overview Peek into the world of data science and machine learning with the comprehensive Data Science & Machine Learning With R in 2021 course. This course will provide you with a detailed understanding of both machine learning and data science. In addition, you will acquire essential skills to pursue a career in this growing industry. The Data Science & Machine Learning With R in 2021 course will teach you the core concept of data science. You will be able to recognize different data types and structures. From the modules, you will receive an introduction to the intermediate R Section. The course will show you the techniques of data manipulation in R. You will know the process of data visualization with R and learn to create reports with R markdown. The Data Science & Machine Learning With R in 2021 course will provide you with an insight into the fundamentals of machine learning. You will understand the principles of data processing, linear regression, logistic regression and more.  This highly informative Data Science & Machine Learning With R in 2021 course will equip you with the essential skills of data science. If you desire to become a professional data scientist, this course can be your stepping stone. So, enroll in the course and fast track your career. Learning Outcomes Learn the definition of data science Understand the basics of machine learning Enrich your knowledge of data types and structures Know the process of data manipulation in R Gain the ability to create reports with R markdown Become skilled in building web apps with R shiny Who is this course for? Aspiring data scientists or individuals interested in learning data science and machine learning  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. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path  The Data Science & Machine Learning With R in 2021 course is a useful qualification to possess and would be beneficial for any related profession or industry such as: Data Scientist Data Science and Machine Learning Course Intro Data Science and Machine Learning Introduction 00:03:00 What is Data Science 00:10:00 Machine Learning Overview 00:05:00 Who is This Course for 00:03:00 Data Science and Machine Learning Marketplace 00:05:00 Data Science and Machine Learning Job Opportunities 00:03:00 Data Types and Structures in R Getting Started 00:16:00 Basics 00:06:00 Files 00:11:00 RStudio 00:07:00 Tidyverse 00:05:00 Resources 00:04:00 Data Types and Structures in R Unit Introduction 00:30:00 Basic Type 00:09:00 Vector Part One 00:20:00 Vectors Part Two 00:25:00 Vectors - Missing Values 00:16:00 Vectors - Coercion 00:14:00 Vectors - Naming 00:10:00 Vectors - Misc 00:06:00 Creating Matrics 00:31:00 List 00:32:00 Introduction to Data Frames 00:19:00 Creating Data Frames 00:20:00 Data Frames: Helper Functions 00:31:00 Data Frames Tibbles 00:39:00 Intermediate R Intermediate Introduction 00:47:00 Relational Operations 00:11:00 Conditional Statements 00:11:00 Loops 00:08:00 Functions 00:14:00 Packages 00:11:00 Factors 00:28:00 Dates and Times 00:30:00 Functional Programming 00:37:00 Data Import or Export 00:22:00 Database1 00:27:00 Data Manipulation in R Data Manipulation in R Introduction 00:36:00 Tidy Data 00:11:00 The Pipe Operator 00:15:00 The Filter Verb 00:22:00 The Select Verb 00:46:00 The Mutate Verb 00:32:00 The Arrange Verb 00:10:00 The Summarize Verb 00:23:00 Data Pivoting 00:43:00 JSON Parsing 00:11:00 String Manipulation 00:33:00 Web Scraping 00:59:00 Data Visualization in R Data Visualization in R Section Intro 00:17:00 Getting Started 00:16:00 Aesthetics Mappings 00:25:00 Single Variable Plots 00:37:00 Two Variable Plots 00:21:00 Facets, Layering, and Coordinate Systems 00:18:00 Styling and Saving 00:12:00 Creating Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science Starting a Data Science Career Section Overview 00:03:00 Data Science Resume 00:04:00 Getting Started with Freelancing 00:05:00 Top Freelance Websites 00:05:00 Personal Branding 00:05:00 Importance of Website and Blo 00:04:00 Networking Do's and Don'ts 00:04:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description Register on the Logo Design- Vintage today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Logo Design- Vintage course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.   Course Content Unit 01: Introduction to the Course Module 01: Introduction 00:02:00 Unit 02: Design Thinking Overview and Logo Definition Module 02: Brief Introduction to Design Thinking 00:04:00 Module 03: What are Focus Groups 00:01:00 Module 04: What Makes a Good Logo 00:03:00 Module 05: Pricing and Designing for Exposure 00:03:00 Unit 03: The Brief or Discovery Session Module 06: Brief or Discovery Session 00:07:00 Module 07: Sketching Ideas Down 00:02:00 Module 08: Field Search and Competitors Search 00:02:00 Module 09: Divergent Thinking vs Convergent Thinking 00:01:00 Module 10: Does Originality Matters 00:03:00 Module 11: Copyright Infringement 00:01:00 Unit 04: Making the Badges Module 12: Making the Badges- Part 1 00:12:00 Module 13: Making the Badges- Part 2 00:17:00 Unit 05: Making Vectors Module 14: Making Vectors Using Only Shapes and Pathfinder 00:18:00 Module 15: Draw a Vintage Fish 00:09:00 Module 16: Image Trace and Combining Letters with Icon 00:08:00 Module 17: External Vector Help 00:03:00 Unit 06: Making Decoration for the Logo Module 18: How to Make Laurels 00:08:00 Module 19: How to Make Banners 00:11:00 Module 20: Make a Rope 00:04:00 Unit 07: Typography in Logo Design Module 21: Introduction to Typography in Logo Design 00:02:00 Module 22: Automatically Pairing Fonts and Font Resources 00:06:00 Module 23: Match Fonts in Photoshop 00:03:00 Module 24: Putting Elements of the Logo 00:05:00 Module 25: Working with Type- Part 1 00:12:00 Module 26: Working with Type- Part 2 00:08:00 Unit 08: Colours in Logo Design Module 27: Introduction to Colour in Logo 00:01:00 Module 28: Working with ASE Colours 00:09:00 Module 29: Spot Colours 00:08:00 Unit 09: Apply Texture and Mockups Module 30: Applying Texture in Adobe Illustrator 00:05:00 Module 31: Using Images as Mockups in Photoshop- Part 1 00:09:00 Module 32: Using Images as Mockups in Photoshop- Part 2 00:15:00 Module 33: Dealing with Difficult Images 00:04:00 Module 34: Ready Made Mockups 00:09:00 Unit 10: How to Present Your Logo Module 35: Presentation in Illustrator 00:14:00 Module 36: Logo Presentation InDesign 00:12:00 Module 37: Conclusion 00:01:00 Assignment Assignment - Logo Design- Vintage 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

This video course introduces you to the world of Rust programming. You'll learn about the Rust ecosystem, tools, primitive types, and control flow, and gain knowledge of how real-world applications are actually developed in Rust.

Give a compliment to your career and take it to the next level. This Web Application Penetration Testing & Security will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Web Application Penetration Testing & Security will help you keep ahead of the pack. The Web Application Penetration Testing & Security incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this Web Application Penetration Testing & Security will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Web Application Penetration Testing & Security, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Web Application Penetration Testing & Security course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Bundle Consists of the following Premium courses: Course 01: Complete Web Application Penetration Testing & Security Course 02: Secure Programming of Web Applications Course 03: GDPR Data Protection Level 5 Course 04: Front End Web Development Diploma Course 05: Modern Web Designing - Level 2 Course 06: WebGL 2D/3D Programming and Graphics Rendering Course 07: Python for Data Analysis Course 08: Network Security Level 2 Course 09: SQL Server for Beginners Course 10: Functional Skills IT Course 11: Level 2 Microsoft Office Essentials As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Web Application Penetration Testing & Security to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Web Application Penetration Testing & Security: One payment, but lifetime access to 11 CPD courses Certificate, 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 Get 24/7 help or advice from our email and live chat teams 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 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 Certificates: Free (Previously it was £10*11= £110) Hard Copy Certificates: Free (Previously it was £20*11= £220) Curriculum of the Bundle Course 01: Complete Web Application Penetration Testing & Security Unit 01: Introduction Unit 02: BE PREPARED Unit 03: WEB APPLICATION TECHNOLOGIES Unit 04: INFORMATION GATHERING - MAPPING THE APPLICATIONS Unit 05: CROSS-SITE SCRIPTING ATTACKS - XSS Unit 06: SQL INJECTION ATTACKS - EXPLOITATIONS Unit 07: CROSS SITE REQUEST FORGERY - XSRF Unit 08: AUTHENTICATION & AUTHORIZATION ATTACKS Unit 09: CLIENT SIDE SECURITY TESTING Unit 10: FILE RELATED VULNERABILITIES Unit 11: XML EXTERNAL ENTITY ATTACKS - XXE Course 02: Secure Programming of Web Applications Section 01: Introduction Section 02: Well-known Vulnerabilities and Secure Programming Section 03: Conclusion and Summary Course 03: GDPR Data Protection Level 5 Module 01: GDPR Basics Module 02: GDPR Explained Module 03: Lawful Basis for Preparation Module 04: Rights and Breaches Module 05: Responsibilities and Obligations Course 04: Front End Web Development Diploma Welcome to the course! Web Development Basics - HTML Advanced HTML Concepts Introduction to Cascading Style Sheets (CSS) Advanced CSS JavaScript for Begeinners More JavaScript Concepts Getting Started with jQuery More jQuery Bootstrap Basics Project #2 - Pipboy from Fallout 4 Project #3 - Google Chrome Extension BONUS - Coding Another Google Chrome Extension Course 05: Modern Web Designing - Level 2 Module: 01 1.1 Intro 1.2 Install the Tools and Get Started Module: 02 2.1 Intro to HTML 2.2 What is HTML 2.3 Start a New HTML File & Use Tags 2.4 Header Tags 2.5 Edit Text 2.6 Links 2.7 Images 2.8 Lists 2.9 Challenge 1 2.10 HTML Outro Module: 03 3.1 CSS Intro 3.2 Add CSS Styles 3.3 Classes and IDs 3.4 Borders 3.5 Sizing 3.6 Padding and Margin 3.7 Text Styles 3.8 DIVs 3.9 Postioning 3.10 Hover 3.11 Easily Center Elements 3.12 Fonts 3.13 Challenge 3.14 CSS Outro Module: 04 4.1 Intro to Bootstrap 4.2 Install Bootstrap 4.3 Indenting and Containers 4.4 The Grid System 4.5 Images 4.6 Buttons 4.7 Challenge 3 4.8 Bootstrap Outro Module: 05 5.1 Landing Page Intro 5.2 Sketch Your Landing Page 5.3 The Top Section 5.4 Polish the Top Section 5.5 Adding Images 5.6 The Main Points Section 5.7 Collecting Emails With an Opt-In Form 5.8 Challenge 4 5.9 Landing Page Outro Module: 06 6.1 Business Site Intro 6.2 Sketch Up 6.3 Using Fancy Font Logo 6.4 Carousel Basics 6.5 Carousel Extras 6.6 Text on Images 6.7 Phone Number Icon 6.8 Google Maps 6.9 Font Awesome 6.10 Challenge 4 6.11 Business Site Outro Module: 07 7.1 Intro 7.2 Portfolio Sketch 7.3 Jumbotron 7.4 Nav Bar 7.5 Panels 7.6 Challenge 5 7.7 Portfolio Outre Module: 08 8.1 Hosting 8.2 Bluehost 8.3 Uploading 8.4 Tips 8.5 Hosting Outro Course 06: WebGL 2D/3D Programming and Graphics Rendering Section 01: Introduction Section 02: Drawing Objects Section 03: Colours and Textures Section 04: Moving & Transforming Objects Section 05: Movement & Camera Section 06: Lighting & Shading Course 07: Python for Data Analysis Welcome, Course Introduction & overview, and Environment set-up Python Essentials Python for Data Analysis using NumPy Python for Data Analysis using Pandas Python for Data Visualization using matplotlib Python for Data Visualization using Seaborn Python for Data Visualization using pandas Python for interactive & geographical plotting using Plotly and Cufflinks Capstone Project - Python for Data Analysis & Visualization Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Python for Machine Learning - scikit-learn - Logistic Regression Model Python for Machine Learning - scikit-learn - K Nearest Neighbors Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Python for Machine Learning - scikit-learn - K Means Clustering Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Recommender Systems with Python - (Additional Topic) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Course 08: Network Security Level 2 Security and Risk Management Asset Security Security Engineering Communication and Network Security Identity and Access Management Security Assessment and Testing Security Operations Software Development Security Course 09: SQL Server for Beginners Introduction Setup Basic queries Security MSSQL an ddifferent drivers Files General Course 10: Functional Skills IT Section 1: Introduction Section 2: Information Technology Section 3: Components of IT Section 4: Hardware Section 5: Operating System Section 6: Application/Software Section 7: Networking Section 8: Security Section 9: Traffic Flow & Enterprise Level IT Components Section 10: Storage Section 11: Database Section 12: Virtualisation & Cloud Section 13: Management & Other IT Jobs Course 11: Level 2 Microsoft Office Essentials Excel 2016 Getting Started with Microsoft Office Excel 2016 Performing Calculations Modifying a Worksheet Formatting a Worksheet Printing Workbooks Managing Workbooks Word 2016 Getting Started with Word Formatting Text and Paragraphs Working More Efficiently Managing Lists Adding Tables Inserting Graphic Objects Controlling Page Appearance Preparing to Publish a Document Workbooks - Microsoft Word 2016 (Beginner) PowerPoint 2016 PowerPoint Interface Presentation Basics Formatting Inserting Options Working with Objects Table Charts Review and Presentatin Access 2016 Introduction to Access Modify Data Working with Queries Access Forms Working with Reports CPD 135 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Web Application Penetration Testing & Security bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Web Application Penetration Testing & Security 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 expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

Register on the Affinity Designer today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Affinity Designer is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Affinity Designer Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Affinity Designer, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Module 01: Introduction What Is Affinity Designer? 00:03:00 Take A Look Around and Explore the Interface 00:08:00 Module 02: Creating New Documents Create New Documents 00:03:00 Manage Already Created Documents 00:03:00 View Your Documents 00:05:00 Use the View Modes 00:04:00 Module 03: How to Use Artboards What Are Artboards 00:02:00 How to Add and Remove Artboards 00:05:00 Manage Your Artboards 00:04:00 Export the Artboards 00:03:00 Module 04: How to Draw Shapes in Affinity Designer The Drawing Shapes Tools 00:07:00 Use Shape Presets 00:04:00 Use the Pen Tool 00:06:00 Use Brushes in Affinity Designer 00:04:00 Add Gradients Using the Fill Tool 00:03:00 Use Symbols 00:04:00 Use the Drawing Modes to Simulate Masking 00:04:00 Module 05: How to Customize Your Artwork Use the Corner Tool 00:04:00 Use the Point Transform Tool 00:07:00 Add Multiple Strokes and Fills 00:06:00 Use the Vector Crop Tool 00:02:00 Module 06: How to Transform Your Artwork Rotate, Reflect Move and Resize Objects 00:04:00 Align and Distribute Objects 00:04:00 Create Complex Shapes from Simple Objects 00:05:00 Module 07: How to Work with Text in Affinity Designer Create Artistic Text 00:04:00 Create Paragraphs 00:04:00 Create Text on A Path 00:04:00 Add Guides and Column Guides 00:04:00 Module 08: How to Use the Most Important Panels Working with Layers and The Layers Panel 00:03:00 Layer Clipping and Masking 00:04:00 Use the Stroke Panel 00:03:00 Use the Effects Panel 00:04:00 Use the History Panel 00:03:00 Module 09: How to Save, Print and Export Your Artwork Saving and Printing Your Artwork 00:04:00 Saving by Exporting 00:04:00 Using the Export Persona 00:04:00 Module 10: Summary Thanks for Taking This Course 00:01:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Unleash Your Cybersecurity Prowess: CompTIA PenTest+ (Ethical Hacking) Course Embark on a thrilling journey into the realm of ethical hacking with our dynamic 'CompTIA PenTest+' course. This program is your gateway to mastering the art of cybersecurity, where you'll not only learn the ropes but also unravel the intricacies of planning, scoping, and executing penetration tests. The adventure begins with an insightful 'Introduction' that sets the stage for the captivating exploration of surveying targets, selecting attack vectors, and employing cutting-edge pen testing tools. As you delve into the intricacies of ethical hacking, each section unfolds like a cyber espionage thriller, providing you with the skills to safeguard digital landscapes. Learning Outcomes Master the foundational principles of ethical hacking. Develop proficiency in planning and scoping penetration tests. Acquire the art of surveying and selecting potential targets. Navigate diverse attack vectors with strategic prowess. Utilize a comprehensive toolkit of pen testing tools effectively. Why choose this CompTIA PenTest+ (Ethical Hacking) 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 CompTIA PenTest+ (Ethical Hacking) course for? Tech enthusiasts eager to dive into the world of ethical hacking. Cybersecurity enthusiasts seeking hands-on penetration testing skills. IT professionals aiming to enhance their cybersecurity expertise. Students pursuing a career in ethical hacking or penetration testing. Anyone fascinated by the dynamic landscape of cybersecurity. Career path Ethical Hacker: £40,000 - £60,000 Penetration Tester: £45,000 - £70,000 Cybersecurity Analyst: £35,000 - £50,000 Security Consultant: £50,000 - £80,000 Information Security Manager: £60,000 - £90,000 Chief Information Security Officer (CISO): £80,000 - £120,000 Prerequisites This CompTIA PenTest+ (Ethical Hacking) course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This CompTIA PenTest+ (Ethical Hacking) 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. Course Curriculum Section 01: Introduction Introduction 00:09:00 Section 02: Planning and Scoping Planning a Pen Test 00:09:00 Rules of Engagement 00:11:00 Resources and Budget 00:07:00 Impact and Constraints 00:05:00 Support Resources 00:13:00 Legal Groundwork 00:12:00 Scope Considerations 00:11:00 Lab Environment Setup 00:23:00 Project Strategy and Risk 00:09:00 Scope Vulnerabilities 00:14:00 Compliance-Based Assessments 00:05:00 Section 03: Surveying the Target Scanning and Enumeration 00:05:00 Scanning Demo 00:11:00 Packet Investigation 00:08:00 Packet Inspection Demo 00:06:00 Application and Open-Source Resources 00:12:00 Vulnerability Scanning 00:10:00 Vulnerability Scanning Demo 00:17:00 Target Considerations 00:16:00 Nmap Timing and Performance Options 00:07:00 Prioritization of Vulnerabilities 00:09:00 Common Attack Techniques 00:12:00 Credential Attacks 00:15:00 Weaknesses in Specialized Systems 00:18:00 Section 04: Select Your Attack Vector Remote Social Engineering 00:07:00 Spear Phishing Demo 00:10:00 In-Person Social Engineering 00:12:00 Network-Based Exploits 00:07:00 FTP Exploit Demo 00:08:00 Man-in-the-middle Exploits 00:07:00 Wireless Exploits 00:14:00 Application Exploits, Part 1 00:06:00 SQL Injection Demo 00:09:00 Application Exploits, Part 2 00:08:00 Application Exploits, Part 3 00:09:00 Cross-Site Scripting Demo 00:07:00 Code Vulnerabilities 00:17:00 Local Host Vulnerabilities 00:05:00 Privilege Escalation (Linux) 00:10:00 Privilege Escalation (Windows) 00:06:00 Misc. Privilege Escalation 00:08:00 Misc. Local Host Vulnerabilities 00:08:00 Physical Security 00:10:00 Post-Exploitation Techniques 00:11:00 Persistence and Stealth 00:11:00 Section 05: Selecting Pen Testing Tools Nmap Scoping & Output Options 00:21:00 Pen Testing Toolbox 00:07:00 Using Kali Linux 00:06:00 Scanners & Credential Tools 00:10:00 Code-Cracking Tools 00:05:00 Open-Source Research Tools 00:07:00 Wireless and Web Pen Testing Tools 00:11:00 Remote Access Tools 00:06:00 Analyzers and Mobile Pen Testing Tools 00:03:00 Other Pen Testing Tools 00:05:00 Using Scripting in Pen Testing 00:13:00 Bash Scripting Basics 00:15:00 Bash Scripting Techniques 00:10:00 PowerShell Scripts 00:04:00 Ruby Scripts 00:07:00 Python Scripts 00:06:00 Scripting Languages Comparison 00:11:00 Section 06: Reporting and Communication Writing Reports 00:16:00 Post-Report Activities 00:06:00 Mitigation Strategies 00:05:00 Communication 00:10:00 Assignment Assignment - CompTIA PenTest 00:00:00

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Machine Learning Essentials with Python (TTML5506-P) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.