461 Algorithm courses

Machine Learning is reshaping industries faster than you can say "algorithm". Our Machine Learning with Python Course is built for those who are genuinely curious about how machines learn, make decisions, and improve with data. With Python as your trusty companion, you’ll explore the key concepts and core techniques behind predictive modelling, supervised and unsupervised learning, and data-driven algorithms—all explained in a clear and digestible manner. No fluff, no filler—just solid learning with a structured approach. You’ll journey through essential modules that guide you from the fundamentals of machine learning to building models that actually do something meaningful. Whether you're brushing up your CV or aiming to understand how systems like recommendation engines or fraud detection work, this course offers insight that clicks. Python’s role in the process isn’t treated as a side note—it's woven through each section so you're building knowledge that’s both relevant and up-to-date in today’s data-focused world. If you’re ready to treat your brain to some serious logic and clever code, then this course has your name written in Pythonic syntax. Learning Outcomes: Understand the fundamentals of machine learning. Manipulate data using Numpy and Pandas libraries. Build and evaluate machine learning models using Sklearn pipeline and column transformer. Explore the world of data analysis with Pandas DataFrame. Contribute to the development of cutting-edge technology in the field of machine learning. The Machine Learning with Python course is designed to provide you with the skills and knowledge needed to develop and evaluate machine learning models using Python. In this course, you'll learn how to manipulate data using Numpy and Pandas libraries, build and evaluate machine learning models using Sklearn pipeline and column transformer, and explore the world of data analysis with Pandas DataFrame. The course is perfect for aspiring data scientists, machine learning engineers, and developers interested in machine learning development. By the end of this course, you'll have a deep understanding of the fundamentals of machine learning and how to contribute to the development of cutting-edge technology in this exciting field. With hands-on experience in manipulating data and building and evaluating machine learning models, you'll be well-equipped to start a career in machine learning. Machine Learning with Python Course Course Curriculum Section 01: Introduction Section 02: Numpy Library Section 03: Matplotlib Section 04: Polynomial Regression How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring data scientists. Machine learning engineers. Developers interested in machine learning development. Anyone interested in the field of machine learning. Professionals looking to upskill in the latest technology. Career path Aspiring data scientists. Machine learning engineers. Developers interested in machine learning development. Anyone interested in the field of machine learning. Professionals looking to upskill in the latest technology. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Want to make scroll-stopping videos without a degree in film editing or hours spent scratching your head over complicated software? Say hello to CapCut. This crash course is designed for anyone who wants to sharpen their editing game using one of the most user-friendly video editing tools out there. Whether you’re putting together slick social media clips, reels that hit the algorithm sweet spot, or simply adding a bit of polish to your travel vlogs — this course walks you through the essentials and beyond, all from the comfort of your screen. We won’t drown you in jargon or waffle about editing theory. Instead, you’ll get a clear, structured approach to what really matters: how to use CapCut effectively. From trimming and transitions to text, filters and timing your beats to the music — it's all in here. With easy-to-follow guidance and a bit of creative flair, you’ll be piecing together videos like a seasoned editor. No fluff. Just clever editing made simple. Learning outcomes: Learn how to use the CapCut app to edit videos Master editing techniques such as adding music, sound effects, transitions, filters, and text Discover how to create engaging and professional videos using CapCut Understand the basics of video editing Enhance your video editing skills and productivity Our Editing on CapCut - A Crash Course is perfect for anyone who wants to learn how to create stunning videos using the popular video editing app, CapCut. This course covers everything from the basics of video editing to more advanced techniques such as adding music, sound effects, transitions, filters, and text to your videos. Our expert instructors will guide you every step of the way, ensuring that you have the skills and confidence needed to create engaging and professional videos. Editing on CapCut - A Crash Course Curriculum Lesson 01: Introduction Lesson 02: Layout of the Software Lesson 03: Cutting and Adding Overlays Lesson 04: Key Framing Lesson 05: Creating (Auto) Captions Lesson 06: Adding Music - SFX Lesson 07: Exporting Video Lesson 08: Advanced Editing Lesson 09: Final Words How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Content creators who want to learn how to edit their own videos Influencers who want to create more engaging content for their followers Beginners who want to learn the basics of video editing using CapCut Anyone who wants to enhance their video editing skills and productivity Professionals who want to expand their skill set and stay up-to-date with the latest video editing techniques Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Content Creator Social Media Manager Video Editor Video Producer The salary range for these roles in the UK ranges from £20,000 to £40,000 per year. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

AI is no longer a distant concept—it’s here, it’s evolving fast, and Python is the language fuelling much of its momentum. Whether you’re curious about machine learning, neural networks, or automation, this course offers a sharp and structured approach to understanding artificial intelligence using Python. From foundational concepts to intelligent algorithm design, you'll gain a clear insight into how machines simulate thought and decision-making. Ideal for those who want to stay ahead of the tech curve, this course unpacks Python-based AI with clarity and a touch of dry charm. You won’t need to decipher jargon or get tangled in theory-heavy lectures. Instead, you’ll find logic, code, and clever explanations that speak to learners who value smart learning over flashiness. AI with Python might sound complex, but once you've seen it broken down our way, it’ll feel like you’ve learned to speak the language of the future. Learning Outcomes: Develop an understanding of the principles and practices of Artificial Intelligence (AI) Learn effective strategies for detecting patterns and natural language processing Develop analytical skills for creating AI models and programs Understand Python programming language and its applications in AI Be able to make informed decisions and navigate the complex and dynamic world of AI The "Learn AI with Python" course is designed to provide a comprehensive understanding of the principles and practices that underpin successful AI programming. Through engaging modules and real-world case studies, learners will gain insights into the basics of AI, advanced techniques for detecting patterns and natural language processing, and effective strategies for creating AI models and programs using Python programming language. By the end of the course, learners will be equipped with the knowledge and skills to make informed decisions and navigate the complex and dynamic world of AI. Whether you're a beginner or an experienced programmer, this course is a must-have for anyone interested in the world of AI. Learn AI with Python Course Curriculum Section 01: Introduction Section 02: Class Imbalance and Grid Search Section 03: Adaboost Regressor Section 04: Detecting patterns with Unsupervised Learning Section 05: Affinity Propagation Model Section 06: Clustering Quality Section 07: Gaussian Mixture Model Section 08: Classifiers Section 09: Logic Programming Section 10: Heuristic Search Section 11: Natural Language Processing How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Programmers looking to enhance their AI skills Business professionals interested in AI applications Computer science students interested in AI Entrepreneurs looking to incorporate AI into their products or services Anyone interested in gaining a comprehensive understanding of AI and its applications Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path AI Programmer: £30,000 - £70,000 per year Data Scientist: £30,000 - £80,000 per year Machine Learning Engineer: £35,000 - £90,000 per year AI Researcher: £40,000 - £100,000 per year Software Developer: £25,000 - £70,000 per year Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

ITIL® 4 Specialist: High Velocity IT: Virtual In-House Training The ITIL® 4 Specialist: High-Velocity IT module is part of the Managing Professional stream for ITIL® 4. Candidates need to pass the related certification exam for working towards the Managing Professional (MP) designation. This course is based on the ITIL® 4 Specialist: High-Velocity IT exam specifications from AXELOS. With the help of ITIL® 4 concepts and terminology, exercises, and examples included in the course, candidates acquire the relevant knowledge required to pass the certification exam. This module addresses the specifics of digital transformation and helps organizations to evolve towards a convergence of business and technology, or to establish a new digital organization. It was designed to enable practitioners to explore the ways in which digital organizations and digital operating models function in high-velocity environments. Working practices such as Agile and Lean, and technical practices and technologies such as Cloud, Automation, and Automatic Testing are included. What You Will Learn At the end of this course, participants will be able to: Understand concepts regarding the high-velocity nature of the digital enterprise, including the demand it places on IT. Understand the digital product lifecycle in terms of the ITIL operating model. Understand the importance of the ITIL guiding principles and other fundamental concepts for delivering high-velocity IT. Know how to contribute to achieving value with digital products. Course Introduction Let's Get to Know Each Other Course Learning Objectives Target Audience Characteristics ITIL® 4 Certification Scheme Course Components Course Agenda Module-End Exercises Exam Details Introduction to High-Velocity IT High-Velocity IT Digital Technology Digital Organizations Digital Transformation High-Velocity IT Approaches Relevance of High-Velocity IT Approaches High-Velocity IT Approaches in Detail High-Velocity IT Operating Models Introduction ITIL® Perspective High-Velocity IT Aspects High-Velocity IT Applications ITIL® Building Blocks for High-Velocity IT Digital Product Lifecycle Service Value Streams Four Dimensions of Service Management ITIL® Management Practices High-Velocity IT Culture Key Behavior Patterns ITIL® Guiding Principles Supporting Models and Concepts for Purpose Ethics Design Thinking Supporting Models and Concepts for People Reconstructing for Service Agility Safety Culture Stress Prevention Supporting Models and Concepts for Progress Working in Complex Environments Lean Culture ITIL® Continual Improvement Model High-Velocity IT Objectives and Techniques High-Velocity IT Objectives High-Velocity IT Techniques Techniques for Valuable Investments Prioritization Techniques Minimum Viable Products and Services Product / Service Ownership A/B Testing Techniques for Fast Developments Basic Concepts Related to Fast Development Infrastructure as Code Reviews Continual Business Analysis Continuous Integration / Continuous Delivery (CI/CD) Continuous Testing Kanban Techniques for Resilient Operations Introduction to Resilient Operations Technical Debt Chaos Engineering Definition of Done Version Control Algorithmic IT Operations ChatOps Site Reliability Engineering (SRE) Techniques for Co-created Value Basic Concepts of Co-created Value Service Experience Techniques for Assured Conformance DevOps Audit Defense Toolkit DevSecOpsPeer Review

IP security training course description Connection to the Internet is becoming an essential business tool. This course looks at firewalls, digital certificates, encryption and other essential topics for e-commerce sites. A generic course that looks at firewalls and VPNs. Hands on sessions include using hacking tools and configuring firewalls. What will you learn Describe: Basic security attacks RADIUS SSL IPSec VPNs Implement digital certificates Deploy firewalls to protect Web servers and users. Secure Web servers and clients. IP security training course details Who will benefit: Network administrators. Network operators. Security auditors Prerequisites: TCP/IP foundation for engineers Duration 2 days IP security training course contents TCP/IP review Brief overview of the relevant headers. Hands on Download software for course, use analyser to capture passwords on the wire. Security review Policies, Types of security breach, denial of service, data manipulation, data theft, data destruction, security checklists, incident response. Security exploits The Internet worm, IP spoofing, SYN attack, hijacking, Ping o' Death… keeping up to date with new threats. Hands on Use a port scanning tool, use a 'hacking' tool. Firewalls Products, Packet filtering, DMZ, content filtering, stateful packet inspection, Proxies, firewall architectures, Intrusion Detection Systems, Viruses. Hands on Set up a firewall and prevent attacks. NAT NAT and PAT, Why use NAT, NAT-ALG, RSIP. Encryption Encryption keys, Encryption strengths, Secret key vs Public key, algorithms, systems, SSL, SSH, Public Key Infrastructures. Hands on Run a password-cracking program. Authentication Types of authentication, Securid, Biometrics, PGP, Digital certificates, X.509 v3, Certificate authorities, CRLs, PPP authentication, RADIUS. Hands on Using certificates. Web client and server security Cookies, browser certificates, censorship, PICS. Operating system security, Web server user authentication, Restricting access, Logging, Securing CGI scripts. Hands on Browser security. VPNs and IPSec What is a VPN, tunnelling, L2F, PPTP, L2TP, IPSec, AH, ESP, transport mode, tunnel mode.

In this course, you will learn how to write great automation tests with Selenium WebDriver and Java, and start building automation testing frameworks!

This video course is designed to prepare you to achieve the internationally recognized fundamental IT training certification, CompTIA Security+ Certification SY0-601 exam. The course covers all the major domains needed for the certification and will help you develop the basics of IT and computers with the help of examples and quizzes.

The customer journey is changing faster than ever before. Can you keep up? Our brand-new Search Marketing course is here to get you ready – with the chance to learn directly from top SEO expert Neil Patel and his team. Course Overview The customer journey is changing faster than ever before. Can you keep up? Our brand-new Search Marketing course is here to get you ready – with the chance to learn directly from top SEO expert Neil Patel and his team. Did you know that search marketing is currently one of the most in-demand roles? And that growth isn’t going to stop anytime soon. Develop true Search Marketing expertise for where search is now and where it’s going Program learning outcomes and content: What Will I Learn? Develop the skills to work in search right now. Learn about search engine optimization, paid search, and digital display advertising, along with the latest platforms including Google Ads, Microsoft Ads (Bing Ads), and Google Analytics 4. Study using a dynamic mix of interactive lessons, videos, and downloadable tools, along with live sessions on the latest trends and channels. You’ll be awarded with a DMI search marketing certification that’s recognized globally, along with a completion badge from Neil Patel. Course Content: Introduction to Search Marketing: Being found in the right place at the right time may look effortless but it’s an art. You’re going to need lots of key concepts, tools and tricks. Explore how the core search elements work together to drive targeted traffic that converts into sales. • Search Marketing • SEO & Paid Search principles • Demand generation • Analytics & reporting • Data visualization SEO Setup & Content: The search engine can feel all seeing, all knowing but it can be won over. SEO is the way to come out on top. Understanding the algorithms and ranking factors puts you in the driver’s seat. But that’s not all. What does it take to really engage people? Content that speaks to them. Find out what your audiences are looking for, create the content they care about, and then serve it to them where they are. The key to a big, visionary content strategy that works. • Setting SEO objectives • Keyword research • Creating content • On-page optimization • Content scheduling Optimizing SEO: Everyone wants to get their website in front of more people. The right people. That’s where search engine optimization comes in. There’s a lot to get a handle on with SEO, all working together to make your content more visible. Pick the quick wins, gather momentum, or optimize for a better return-on-investment. • SEO for eCommerce • Backlinking for authority • Local & international optimization • Off-page optimization Paid Search Fundamentals: So you know how to grow those organic searches and it’s going well. But you want to succeed faster. Cut right to the chase with paid search. Learn the fundamentals of PPC advertising and how it can work to promote your business. • Paid search concepts • Ads & landing pages • Keywords • Creating a paid search campaign Paid Search Campaigns: Now that you know the basics, it’s time to start running your campaigns. Use PPC advertising to boost your visibility. Discover how to measure and optimize your campaigns to get the best out of every single click. • Managing the campaign budget • Optimizing campaigns • Reporting on paid search Demand Generation: Capture interest wherever people are in their journey. Whether they’re a first time visitor, just getting to know you or coming back again and again. Demand generation gives you the tactics to drive awareness and long-term engagement. Sure, it takes time but it’s worth the payoff. • Demand generation campaigns • Outbound channels & ad formats • Campaign targeting & bidding • Optimizing your campaign • Involving display & video advertising Search Analytics: Search analytics can feel a bit like having a superpower. There’s so much you can know about what your target market is doing, what they want, how they speak. All of this data is at your fingertips, you just need to know how to use it. So let’s dive in. Plus with the shift to Google Analytics 4 daunting many businesses, we’ll get you set for success on the new interface. • Analytics fundamentals • Monitoring campaigns • Introduction to GA4 • Configuring Google Analytics • Conversion rate optimization Data& Data Visualization: Data gives us so many new insights and opportunities to work with. But we’re always looking for ways to make data more engaging, especially in a digital world where we have so much of it. Tell the story of what you’ve discovered with data visualization. It helps to communicate more effectively and bring everyone along for the journey. • Turning data into actions • Ways of visualizing data • Forecasting search performance Search Strategy - Research & Planning: So you have tools, techniques, and practiced skills. You’ve learned all of the stepping stones behind making search work hard. Now is your chance to get an action plan together. A strategic, focused plan that really delivers. One backed up by research and structured by set objectives. • Planning a search strategy • Research for search campaigns • Setting objectives for search Search Strategy 2 - Execution & Optimization It’s time to put everything you’ve learned into practice with a high-performing search marketing strategy. You have the skills, you’ve done the research, your action plan is prepared. Let’s execute the strategy and make it a reality. Exciting, isn’t it? • Omnichannel search approach • Adapting to change • Evaluating search strategies • Long term performance DURATION 8-10 Weeks WHATS INCLUDED Course Material Case Study Experienced Lecturer Refreshments Certificate

1-2-1 bespoke training course

You will learn Python-based deep learning and machine learning techniques through this course. With numerous real-world case studies, we will go over all the mathematics needed to master deep learning algorithms. We will study Backpropagation, Feed Forward Network, Artificial Neural Networks, CNN, RNN, Transfer Learning, and more.