This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open-source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands-on activities for each topic area.
Hi-Tech Training Closed Circuit Television (CCTV) Installation Course is designed to give participants a practical knowledge of the operation and installation of CCTV systems at a foundation level.
Who is this course for? The Diploma in Visual Effects for Film and Television Animation is tailored for individuals aspiring to work in the Visual Effects, TV, Film, and 3D animation industry. Gain essential skills necessary for a successful career in these fields. Click here for more info: Website Duration: 120 hours of 1-on-1 Training. When can I book: 9 am - 4 pm (Choose your preferred day and time once a week). Monday to Saturday: 9 am - 7 pm (Flexible timing with advance booking). Course Overview for a 120-Hour Diploma Program in Game Design and Development Term 1: Introduction to Game Design and 3D Modeling (40 hours) Module 1: Introduction to Game Design (1 hour) Understanding the game development industry and current trends Exploring game mechanics and fundamental design principles Introduction to the game engines and tools utilized in the program Module 2: 3D Modeling with 3ds Max (25 hours) Familiarization with 3ds Max and its user interface Mastering basic modeling techniques like box modeling and extrusion Advanced modeling skills including subdivision and topology Texturing and shading techniques tailored for game development Module 3: Character Design and Animation (10 hours) Introduction to character design and its developmental process Creating and rigging characters specifically for games Keyframe animation techniques for character movement Term 2: Game Development and Unity 3D (40 hours) Module 4: Unity 3D Basics (20 hours) Navigating Unity 3D and understanding its interface Grasping fundamental game development concepts within Unity Creating game objects, writing scripts, and designing scenes Introduction to scripting using C# Module 5: Advanced Game Development with Unity 3D (10 hours) Constructing game mechanics including UI, scoring, and game states Working with physics and collision systems in Unity Crafting intricate game environments and level designs Module 6: Game Assets with Photoshop (10 hours) Exploring Photoshop tools and features for game asset creation Crafting game elements such as textures, sprites, and icons Optimizing assets for seamless integration into game development Term 3: Advanced Game Design and Portfolio Development (40 hours) Module 7: Advanced Game Design (20 hours) Delving into advanced game design concepts like balancing and difficulty curves Understanding player psychology and methods for engaging audiences Implementing game analytics and user testing for refinement Module 8: Portfolio Development (24 hours) Building a comprehensive portfolio showcasing acquired skills Effective presentation techniques for showcasing work Establishing a professional online presence and networking strategies Final Project: Creating and presenting a collection of best works in collaboration with tutors and fellow students Please note: Any missed sessions or absence without a 48-hour notice will result in session loss and a full class fee charge due to the personalized one-to-one nature of the sessions. Students can request pauses or extended breaks by providing written notice via email. What can you do after this course: Software Proficiency: Master industry-standard design tools for architectural and interior projects. Design Expertise: Develop a deep understanding of design principles and spatial concepts. Visualization Skills: Acquire advanced 2D/3D rendering and virtual reality skills for realistic design representation. Communication and Collaboration: Enhance communication skills and learn to collaborate effectively in design teams. Problem-Solving: Develop creative problem-solving abilities for real-world design challenges. Jobs and Career Opportunities: Architectural Visualizer Interior Designer CAD Technician Virtual Reality Developer 3D Modeler Project Coordinator Freelance Designer Visualization Consultant Students can pursue these roles, applying their expertise in architectural and interior design across various professional opportunities. Course Expectations: Maintain a dedicated notebook to compile your study notes. Schedule makeup sessions for any missed coursework, subject to available time slots. Keep meticulous notes and maintain a design folder to track your progress and nurture creative ideas. Allocate specific time for independent practice and project work. Attain certification from the esteemed professional design team. Post-Course Proficiencies: Upon successful course completion, you will achieve the following: Develop confidence in your software proficiency and a solid grasp of underlying principles. Demonstrate the ability to produce top-tier visuals for architectural and interior design projects. Feel well-prepared to pursue positions, armed with the assurance of your software expertise. Continued Support: We are pleased to offer lifetime, complimentary email and phone support to promptly assist you with any inquiries or challenges that may arise. Software Accessibility: Access to the required software is available through either downloading it from the developer's website or acquiring it at favorable student rates. It is important to note that student software should be exclusively utilized for non-commercial projects. Payment Options: To accommodate your preferences, we provide a range of payment options, including internet bank transfers, credit cards, debit cards, and PayPal. Moreover, we offer installment plans tailored to the needs of our students. Course Type: Certification. Course Level: Basic to Advanced. Time: 09:00 or 4 pm (You can choose your own day and time once a week) (Monday to Friday, 09 am to 7 pm, you can choose anytime by advance booking. Weekends can only be 3 to 4 hrs due to heavy demand on those days). Tutor: Industry Experts. Total Hours: 120 Price for Companies: £3500.00 (With VAT = £4200) For Companies. Price for Students: £3000.00 (With VAT = £3600) For Students.
Build a rewarding career in content design Build a rewarding career in content design with a globally recognised, industry-approved qualification. Get the mindset, the confidence and the skills that will help you stand out in a rapidly growing industry. Why take this course: Be in demand. Certified qualifications will help you stand out in a fast-growing industry Build a career with impact. Design content experiences that will influence users worldwide Broaden your opportunities. Optimise your skills to get hired at leading companies Get qualified. Earn a university credit-rated certification approved by industry leaders Gain the confidence you need to succeed. Our mentors, career advisors and student community will support you all the way University credit-rated, industry-approved Our content design course is credit-rated by Glasgow Caledonian University and has been reviewed and endorsed by leaders in the tech industry. It covers everything you need to become a certified content design professional. Study method Online, self-paced Duration 10 weeks Access to content 12 months Qualification Professional Certificate in Content Design Awarded by Scottish Qualifications Authority trading as SQA Additional info Exam(s) / assessment(s) is included in price Tutor is available to students Description In this Professional Certificate in Content Design course you will learn: An introduction to content design. Understand what content design is and the role of a content designer. Principles of good content design Learn the core principles of content design and why it matters. Voice, tone and style Learn how voice, tone, and style can create a cohesive product experience. Understanding your users Uncover your audience's goals and content needs. Writing for interfaces Learn to write microcopy for buttons, notifications and other UI elements. The product mindset Develop a product mindset by learning about product design systems and tools. Testing content Learn how to test, evaluate and improve your content. AI for content design Learn how to use AI tools to become a more effective content designer. Working in content design Learn how to be the content champion within your organisation. Support at every step From day one, you’ll be part of a lively community of tutors, mentors and fellow students that support each other along the way. Student Success team Our friendly and responsive team will help you stay on track and keep you accountable. Course mentor Your course mentor is an expert content designer who brings years of practical insight. Student community Collaborate, share tips and build connections on our lively student Slack channels. Who is this course for? Writers and journalists who want to enhance their skills for the digital world UX and UI designers who want to become more rounded professionals Content designers looking for a formal qualification that validates their expertise Digital marketers who need content design skills to succeed in their roles Anybody with a writing, content or design background looking for a creative tech job Requirements Background You don’t need experience in design or technology to enrol in our courses. To get the most value from this course, you will need some experience in writing and a genuine interest in words and language. Commitment You do need to be motivated and committed. We set a high bar. Studying for one of our professional qualifications requires a certain amount of time, energy and focus. English language To take this course, you should be fluent in verbal and written English. If English is not your first language, you should have a proficiency of C1 as defined by the CEFRL (Common European Framework of Reference for Languages).
Duration 3 Days 18 CPD hours This course is intended for In order to be successful in this class, incoming attendees are required to have current, hands-on experience in developing basic web applications, and be versed in HTML5, CSS3 and JavaScript. This is an introductory level Angular development course but an intermediate level web development class, designed for experienced web developers that need to further extend their skills in web development Overview Working within in an engaging, hands-on learning environment, guided by our expert team, attendees will learn to: What Angular is and why should you use it How Angular reduces the amount of code that you must write to add rich functionality to both existing and new web pages What TypeScript is, why it is useful, and how to use it with Angular How to facilitate development and deployment using Angular CLI How to work with the various aspects of the Angular architecture to implement clean, responsive web interfaces How Routers can support navigation within a Single Page Application What the best practices are for using Angular so that it works unobtrusively and performs well How to use Angular with HTTP to support JSON, REST, and other services Best practices for Angular so that it works unobtrusively and performs well Angular is one of the most popular JavaScript frameworks for creating web and native mobile applications. This introductory course thoroughly explores the latest Angular features and advances, demonstrating how to solve the traditional challenges of JavaScript web application development. You will build custom components, using application routes, form validation, and unit-testing and delve into component-driven development with Angular components. Angular Overview Overview of Angular Architecture Getting Started with Angular Getting Started with TypeScript Bootstrapping with Angular CLI Angular Project Structure Unit Testing with Angular Testing and Angular Working with Angular Components and Events Third Party Libraries Dynamic Views Pipes Angular Forms Forms and the Forms API Single Page Applications and Routes Single Page Applications Services and Dependency Injection Modules Using RESTful Services Overview of REST Angular and REST Angular Best Practices Angular Style Guide What is New in Angular 9 Additional Topics (Time Permitting) Lesson: ES6+ Sass and SCSS for Angular and Material
Duration 2 Days 12 CPD hours This course is intended for The intended audience for this comprehensive course on Information Assurance and STIGs includes professionals with roles such as: IT professionals - System administrators, network engineers, and security analysts who are responsible for maintaining and securing IT infrastructure and web applications. Developers - Software engineers and web developers who design, implement, and maintain web applications, and need to integrate security best practices throughout the development process. Project teams - Cross-functional teams that collaborate on application development projects, including members from development, testing, and deployment teams. Technical leads - Senior software engineers or architects who oversee technical aspects of projects and ensure the implementation of secure design and coding practices. Project managers - Professionals responsible for planning, executing, and closing projects, ensuring that security requirements are met throughout the project lifecycle. Overview Working in an interactive learning environment, guided by our application security expert, you'll explore: The concepts and terminology behind defensive coding Threat Modeling as a tool in identifying software vulnerabilities based on realistic threats against meaningful assets The entire spectrum of threats and attacks that take place against software applications in today's world The role that static code reviews and dynamic application testing to uncover vulnerabilities in applications The vulnerabilities of programming languages as well as how to harden installations The basics of Cryptography and Encryption and where they fit in the overall security picture The requirements and best practices for program management as specified in the STIGS The processes and measures associated with the Secure Software Development (SSD) The basics of security testing and planning Understand the concepts and terminology behind defensive coding Understand Threat Modeling as a tool in identifying software vulnerabilities based on realistic threats against meaningful assets Learn the entire spectrum of threats and attacks that take place against software applications in today's world Discuss the role that static code reviews and dynamic application testing to uncover vulnerabilities in applications Understand the vulnerabilities of programming language as well as how to harden installations Understand the basics of Cryptography and Encryption and where they fit in the overall security picture Understand the fundamentals of XML Digital Signature and XML Encryption as well as how they are used within the web services arena Understand the requirements and best practices for program management as specified in the STIGS Understand the processes and measures associated with the Secure Software Development (SSD) Understand the basics of security testing and planning The Information Assurance (STIG) Overview is a comprehensive two-day course that delves into the realm of Information Assurance, empowering you to enhance your cybersecurity skills, understand the essentials of STIGs, and discover cutting-edge web application security practices. This immersive experience is tailored for IT professionals, developers, project teams, technical leads, project managers, testing/QA personnel, and other key stakeholders who seek to expand their knowledge and expertise in the evolving cybersecurity landscape. The course focuses on the intricacies of best practices for design, implementation, and deployment, inspired by the diverse and powerful STIGs, ultimately helping participants become more proficient in application security.The first half of the course covers the foundations of DISA's Security Technical Implementation Guides (STIGs) and learn the ethical approach to bug hunting, while exploring the language of cybersecurity and dissecting real-life case studies. Our expert instrtors will guide you through the importance of respecting privacy, working with bug bounty programs, and avoiding common mistakes in the field.The next half delves into the core principles of information security and application protection, as you learn how to identify and mitigate authentication failures, SQL injections, and cryptographic vulnerabilities. You?ll gain experience with STIG walkthroughs and discover the crucial steps for securing web applications.Throughout the course, you'll also explore the fundamentals of application security and development, including checklists, common practices, and secure development lifecycle (SDL) processes. You?ll learn from recent incidents and acquire actionable strategies to strengthen your project teams and IT organizations. You'll also have the opportunity to explore asset analysis and design review methodologies to ensure your organization is prepared to face future cybersecurity challenges. DISA's Security Technical Implementation Guides (STIGs) The motivations behind STIGs Requirements that the various software development roles must meet Implementing STIG requirements and guidelines Why Hunt Bugs? The Language of CyberSecurity The Changing Cybersecurity Landscape AppSec Dissection of SolarWinds The Human Perimeter Interpreting the 2021 Verizon Data Breach Investigation Report First Axiom in Web Application Security Analysis First Axiom in Addressing ALL Security Concerns Lab: Case Study in Failure Safe and Appropriate Bug Hunting/Hacking Working Ethically Respecting Privacy Bug/Defect Notification Bug Bounty Programs Bug Hunting Mistakes to Avoid Principles of Information Security Secuity Is a Lifecycle Issue Minimize Attack Surface Area Layers of Defense: Tenacious D Compartmentalize Consider All Application States Do NOT Trust the Untrusted Identification and Authentication Failures Applicable STIGs Quality and Protection of Authentication Data Proper hashing of passwords Handling Passwords on Server Side Session Management HttpOnly and Security Headers Lab: STIG Walk-Throughs Injection Applicable STIGs Injection Flaws SQL Injection Attacks Evolve Drill Down on Stored Procedures Other Forms of Server-Side Injection Minimizing Injection Flaws Client-side Injection: XSS Persistent, Reflective, and DOM-Based XSS Best Practices for Untrusted Data Lab: STIG Walk-Throughs Applications: What Next? Common Vulnerabilities and Exposures CWE/SANS Top 25 Most Dangerous SW Errors Strength Training: Project Teams/Developers Strength Training: IT Organizations Cryptographic Failures Applicable STIGs Identifying Protection Needs Evolving Privacy Considerations Options for Protecting Data Transport/Message Level Security Weak Cryptographic Processing Keys and Key Management Threats of Quantum Computing Steal Now, Crack Later Threat Lab: STIG Walk-Throughs Application Security and Development Checklists Checklist Overview, Conventions, and Best Practices Leveraging Common AppSec Practices and Control Actionable Application Security Additional Tools for the Toolbox Strength Training: Project Teams/Developers Strength Training: IT Organizations Lab: Recent Incidents SDL Overview Attack Phases: Offensive Actions and Defensive Controls Secure Software Development Processes Shifting Left Actionable Items Moving Forward Lab: Design Study Review Asset Analysis Asset Analysis Process Types of Application-Related Assets Adding Risk Escalators Discovery and Recon Design Review Asset Inventory and Design Assets, Dataflows, and Trust Boundaries Risk Escalators in Designs Risk Mitigation Options
About this Training Course This 5 full-day course provides detailed description of all combustion equipment and systems used in pulverized coal boilers and circulating fluidized bed (CFB) boilers including pulverized coal burning systems, coal feeder, pulverizer and classifier, pulverized coal burners, furnace and fans. This course provides also a comprehensive explanation of all boiler combustion control systems including pulverizer control system, combustion control, control of coal and air flow into the boiler, furnace pressure control, oxygen trim control, nitrogen oxides (NOx) and sulfur oxides (SOx) control, control of ammonia injection, flue gas dew point control, purge control, flame monitoring and tripping system as well as their tuning methods. All boiler control systems are covered as well in this course including drum level feedwater control, main steam and reheat steam temperature control, boiler limits and runback, sliding or variable pressure control, heat rate optimization with sliding pressure control, boiler-turbine coordinated control, etc. The course provides also detailed explanation of Boiler NFPA 85 Code (Boiler and Combustion Systems Hazards Codes) and American National Standard Institute/Instrument Society of America Code (ANSI/ISA-77-44-01-2007 Code). The burner management systems (BMS) and examples of boiler permissive starting logic and protective tripping logic will be explained thoroughly. The various methods used to calculate the boiler efficiency are covered in detail in this course including the direct and indirect methods. All the factors which affect the efficiency and emissions of pulverized coal boiler and CFB boiler will be explained thoroughly. The course covers also all the methods used to improve the efficiency of pulverized coal boilers and CFB boilers including improvement to their combustion efficiency and control systems performance. Training Objectives Boiler Combustion Equipment and Systems: Gain an in-depth understanding of all boiler combustion equipment and systems including pulverized coal burning systems, coal feeder, pulverizer and classifier, pulverized coal burners, furnace and fans Boiler Combustion Control Systems: Gain a thorough understanding of all boiler combustion control systems for pulverized coal boilers, and CFB boilers including pulverizer control system, combustion control, control of coal and air flow into the boiler, furnace pressure control, oxygen trim control, nitrogen oxides (NOx) and sulfur oxides (SOx) control, control of ammonia injection, flue gas dew point control, purge control, flame monitoring and tripping system Boiler Conventional Control Systems: Gain an in-depth understanding of all boiler conventional control systems including drum level feedwater control, main steam and reheat steam temperature control, boiler limits and runback, sliding or variable pressure control, heat rate optimization with sliding pressure control, and boiler-turbine coordinated control Boiler NFPA 85 Code (Boiler and Combustion Systems Hazards Codes) and American National Standard Institute/Instrument Society of America Code (ANSI/ISA-77-44-01-2007 Code): Learn about NFPA 85 code and ANSI/ISA-77-44-01-2007 code Burner Management System and Boiler Permissive Starting Logic and Protective Tripping Logic: Gain an in-depth understanding of burner management system and boiler permissive starting logic and protective tripping logic Boiler Efficiency Calculations: Learn how to calculate the boiler efficiency using the direct and indirect methods Factors Affecting the Efficiency and Emissions of Boilers: Understand all the factors which affect the boiler efficiency and emissions Methods Used to Improve the Efficiency of Boilers: Learn about all the methods used to improve the efficiency of pulverized coal boilers, and CFB boilers including improvement to their combustion efficiency and control systems performance Boiler Instrument and Piping Diagrams: Gain an in-depth understanding of all boiler instrument and piping diagrams CFB and Pulverized Coal Boilers Equipment and Systems: Learn about various types of equipment and systems used in CFB and pulverized coal boilers including economizers, steam drum, superheaters, air preheaters, ammonia injection systems, etc. Target Audience Engineers of all disciplines Managers Technicians Maintenance personnel Other technical individuals Course Level Basic or Foundation Training Methods Your specialist course leader relies on a highly interactive training method to enhance the learning process. This method ensures that all participants gain a complete understanding of all topics covered. The training environment is highly stimulating, challenging, and effective because the participants will learn by case studies which will allow them to apply the material taught to their own organization. Each delegate will receive a copy of the following materials written by the instructor: Excerpt of the relevant chapters from the 'POWER GENERATION HANDBOOK' second edition published by McGraw-Hill in 2012 (800 pages) Excerpt of the relevant chapters from the 'POWER PLANT EQUIPMENT OPERATION AND MAINTENANCE GUIDE' published by McGraw-Hill in 2012 (800 pages) COMBUSTION ENGINEERING FOR COAL FIRED POWER PLANTS MANUAL (includes practical information about combustion engineering for coal fired power plants - 550 pages) Trainer Your specialist course leader has more than 32 years of practical engineering experience with Ontario Power Generation (OPG), one of the largest electric utility in North America. He was previously involved in research on power generation equipment with Atomic Energy of Canada Limited at their Chalk River and Whiteshell Nuclear Research Laboratories. While working at OPG, he acted as a Training Manager, Engineering Supervisor, System Responsible Engineer and Design Engineer. During the period of time, he worked as a Field Engineer and Design Engineer, he was responsible for the operation, maintenance, diagnostics, and testing of gas turbines, steam turbines, generators, motors, transformers, inverters, valves, pumps, compressors, instrumentation and control systems. Further, his responsibilities included designing, engineering, diagnosing equipment problems and recommending solutions to repair deficiencies and improve system performance, supervising engineers, setting up preventive maintenance programs, writing Operating and Design Manuals, and commissioning new equipment. Later, he worked as the manager of a section dedicated to providing training for the staff at the power stations. The training provided by him covered in detail the various equipment and systems used in power stations. In addition, he has taught courses and seminars to more than four thousand working engineers and professionals around the world, specifically Europe and North America. He has been consistently ranked as 'Excellent' or 'Very Good' by the delegates who attended his seminars and lectures. He written 5 books for working engineers from which 3 have been published by McGraw-Hill, New York. Below is a list of the books authored by him; Power Generation Handbook: Gas Turbines, Steam Power Plants, Co-generation, and Combined Cycles, second edition, (800 pages), McGraw-Hill, New York, October 2011. Electrical Equipment Handbook (600 pages), McGraw-Hill, New York, March 2003. Power Plant Equipment Operation and Maintenance Guide (800 pages), McGraw-Hill, New York, January 2012. Industrial Instrumentation and Modern Control Systems (400 pages), Custom Publishing, University of Toronto, University of Toronto Custom Publishing (1999). Industrial Equipment (600 pages), Custom Publishing, University of Toronto, University of Toronto, University of Toronto Custom Publishing (1999). Furthermore, he has received the following awards: The first 'Excellence in Teaching' award offered by PowerEdge, Singapore, in December 2016 The first 'Excellence in Teaching' award offered by the Professional Development Center at University of Toronto (May, 1996). The 'Excellence in Teaching Award' in April 2007 offered by TUV Akademie (TUV Akademie is one of the largest Professional Development centre in world, it is based in Germany and the United Arab Emirates, and provides engineering training to engineers and managers across Europe and the Middle East). Awarded graduation 'With Distinction' from Dalhousie University when completed Bachelor of Engineering degree (1983). Lastly, he was awarded his Bachelor of Engineering Degree 'with distinction' from Dalhousie University, Halifax, Nova Scotia, Canada. He also received a Master of Applied Science in Engineering (M.A.Sc.) from the University of Ottawa, Canada. He is also a member of the Association of Professional Engineers in the province of Ontario, Canada. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations
PYTHON BOOTCAMP: This 12-week Python Data Analytics Data Boot Camp is designed to give you a complete skill set required by data analysts . You will be fully fluent and confident as a Python data analyst, with full understanding of Python Programming. From Data, databases, datasets, importing, cleaning, transforming, analysing to visualisation and creating awesome dashboards The course is a practical, instructor-lead program.
Duration 3 Days 18 CPD hours This course is intended for This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their programming proficiency in Python 3. Overview In this course, you will expand your Python proficiencies. You will: Select an object-oriented programming approach for Python applications. Create object-oriented Python applications. Create a desktop application. Create data-driven applications. Create and secure web service-connected applications. Program Python for data science. Implement unit testing and exception handling. Package an application for distribution. Python© continues to be a popular programming language, perhaps owing to its easy learning curve, small code footprint, and versatility for business, web, and scientific uses. Python is useful for developing custom software tools, applications, web services, and cloud applications. In this course, you'll build upon your basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications. Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications Topic A: Implement Object-Oriented Design Topic B: Leverage the Benefits of Object-Oriented Programming Lesson 2: Creating Object-Oriented Python Applications Topic A: Create a Class Topic B: Use Built-in Methods Topic C: Implement the Factory Design Pattern Lesson 3: Creating a Desktop Application Topic A: Design a Graphical User Interface (GUI) Topic B: Create Interactive Applications Lesson 4: Creating Data-Driven Applications Topic A: Connect to Data Topic B: Store, Update, and Delete Data in a Database Lesson 5: Creating and Securing a Web Service-Connected App Topic A: Select a Network Application Protocol Topic B: Create a RESTful Web Service Topic C: Create a Web Service Client Topic D: Secure Connected Applications Lesson 6: Programming Python for Data Science Topic A: Clean Data with Python Topic B: Visualize Data with Python Topic C: Perform Linear Regression with Machine Learning Lesson 7: Implementing Unit Testing and Exception Handling Topic A: Handle Exceptions Topic B: Write a Unit Test Topic C: Execute a Unit Test Lesson 8: Packaging an Application for Distribution Topic A: Create and Install a Package Topic B: Generate Alternative Distribution Files
Duration 3 Days 18 CPD hours This course is intended for This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their programming proficiency in Python 3. Overview In this course, you will expand your Python proficiencies. You will: Select an object-oriented programming approach for Python applications. Create object-oriented Python applications. Create a desktop application. Create data-driven applications. Create and secure web service-connected applications. Program Python for data science. Implement unit testing and exception handling. Package an application for distribution. Python continues to be a popular programming language, perhaps owing to its easy learning curve, small code footprint, and versatility for business, web, and scientific uses. Python is useful for developing custom software tools, applications, web services, and cloud applications. In this course, you'll build upon your basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications. Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications Topic A: Implement Object-Oriented Design Topic B: Leverage the Benefits of Object-Oriented Programming Lesson 2: Creating Object-Oriented Python Applications Topic A: Create a Class Topic B: Use Built-in Methods Topic C: Implement the Factory Design Pattern Lesson 3: Creating a Desktop Application Topic A: Design a Graphical User Interface (GUI) Topic B: Create Interactive Applications Lesson 4: Creating Data-Driven Applications Topic A: Connect to Data Topic B: Store, Update, and Delete Data in a Database Lesson 5: Creating and Securing a Web Service-Connected App Topic A: Select a Network Application Protocol Topic B: Create a RESTful Web Service Topic C: Create a Web Service Client Topic D: Secure Connected Applications Lesson 6: Programming Python for Data Science Topic A: Clean Data with Python Topic B: Visualize Data with Python Topic C: Perform Linear Regression with Machine Learning Lesson 7: Implementing Unit Testing and Exception Handling Topic A: Handle Exceptions Topic B: Write a Unit Test Topic C: Execute a Unit Test Lesson 8: Packaging an Application for Distribution Topic A: Create and Install a Package Topic B: Generate Alternative Distribution Files