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Private lessonsComputer ScienceComputer Science in Bethnal Green

8 computer science teachers in Bethnal Green

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8 computer science teachers in Bethnal Green

Neel - Manchester, United Kingdom£15
£15Introduction to Python Programming and Machine Learning Basics
Dive into the world of Python programming and machine learning in this hands-on introductory class! This course is designed for beginners and focuses on the foundational concepts of Python, along with the essentials of machine learning. Course Highlights: Python Fundamentals: Learn the basics of Python programming, including data types, control structures, functions, and libraries. Through practical exercises, you’ll gain confidence in writing and executing Python code. Data Manipulation and Analysis: Explore popular libraries like NumPy and pandas to handle and analyze data efficiently. Understand how to clean, process, and visualize data, preparing it for machine learning tasks. Introduction to Machine Learning: Discover the key concepts of machine learning, including supervised and unsupervised learning, algorithms, and model evaluation. Gain insights into how machines learn from data. Hands-On Projects: Apply your knowledge through real-world projects, where you'll build simple machine learning models using libraries such as scikit-learn. You'll learn to make predictions and evaluate model performance. Collaboration and Support: Work alongside fellow students in a collaborative environment, with ample opportunities for group discussions and individual support from the instructor. Who Should Enroll: This class is ideal for anyone interested in starting a career in data science or machine learning, or for those looking to enhance their programming skills with practical applications in Python. Join us and embark on an exciting journey into the realm of programming and machine learning!
Computer programming · Computer engineering · Computer science
Hurraira - United Kingdom£17
£17Competitive Coding, Coding Competetions & Problem-Solving Tutoring
Ace Competitive Programming: I specialize in helping students master the art of competitive coding. Whether you're preparing for coding competitions like Codeforces, LeetCode, Hackerrank, or university-level contests, I guide you through the problem-solving techniques and strategies used by top coders. Structured Problem Solving: My tutoring sessions focus on breaking down complex problems into manageable steps. You’ll learn how to approach coding challenges with a clear and logical mindset, enabling you to solve problems efficiently under time constraints. Algorithm Optimization: Understand and implement key algorithms such as greedy algorithms, dynamic programming, backtracking, and divide-and-conquer. We’ll focus on optimizing your solutions for speed and efficiency, ensuring your code runs within time limits during competitions. Data Structure Expertise: Gain a deep understanding of how to effectively use arrays, linked lists, stacks, queues, trees, graphs, and other advanced data structures to solve challenging problems. You’ll learn when and how to choose the right data structure to improve performance. Hands-On Practice: Every session includes real-time problem-solving, where we’ll tackle actual coding problems from popular competitive platforms. I provide immediate feedback on your code and guide you through debugging and refining your solutions. Improve Speed & Accuracy: Competitive coding is all about solving problems quickly and accurately. I help students develop strategies to think on their feet and avoid common coding pitfalls, while also sharpening their typing and coding speed. Prepare for Coding Interviews: In addition to competitions, the skills you’ll learn are invaluable for technical interviews at top companies. I provide specific coaching for coding interview prep, ensuring you’re ready to tackle both standard and advanced problems with confidence. Stay Motivated & Confident: Competitive coding can be tough, but I keep students motivated with challenging yet achievable goals. You’ll develop resilience and confidence in your coding skills, ready to take on any challenge.
Computer programming · Computer science · Self-improvement
Yedija Messa Sirao - Manchester, United Kingdom£21
£21Learning and Mastering Artificial Intelligence and Data Science: From Fundamentals to Advanced Applications for Real-World Success
Welcome to "AI and Data Science" – a comprehensive, customizable course designed for learners at any level, from beginners to advanced professionals. Whether you're just starting your journey into the world of artificial intelligence and data science or looking to enhance your existing skills, this course will provide you with the knowledge and practical tools you need to excel. What You'll Learn: Fundamentals of Data Science: Understanding data collection, cleaning, and preprocessing; learning to analyze and visualize data using tools like Python, Pandas, and Matplotlib. Introduction to AI and Machine Learning: Explore basic concepts of AI, supervised and unsupervised learning, and popular algorithms (e.g., regression, classification, clustering) with hands-on coding exercises. Advanced AI Techniques: Delve into deep learning, neural networks, and advanced algorithms like decision trees, SVMs, and reinforcement learning. Practical Projects: Work on real-world projects such as predictive modeling, sentiment analysis, and building AI applications using Python libraries like TensorFlow and PyTorch. Storytelling with Data: Develop skills to communicate insights effectively, using data visualization tools and storytelling techniques to create compelling narratives from data. Database Management: Learn how to work with databases (SQL and NoSQL) and manage data efficiently for large-scale applications. What to Prepare: Basic Computer Skills: No prior programming experience is required for beginners, but familiarity with basic computer operations is recommended. Software Setup: Students will need to install software like Python, Jupyter Notebooks, and data science libraries (instructions will be provided during the course). Curiosity and Dedication: This course encourages a hands-on approach, so students should come ready to code, experiment, and learn through practical examples. What to Expect: Customized Learning Experience: Lessons are tailored based on the student’s level and goals, ensuring a personalized approach that aligns with your learning pace and interests. Supportive Environment: Receive one-on-one mentoring and support to help you overcome challenges and master complex topics. Skills You Can Apply Immediately: Gain practical, job-ready skills that are in high demand across industries, including AI, finance, marketing, and tech.
Numerical analysis · Database · Computer science
Muhammad - Pakistan£16
£16computer networking with CCNA CCNP MCSE AND VMWARE ESXI
I am a highly experienced computer network engineer with over 9 years of field expertise and 4 years of online teaching. My core specialties include Cisco CCNA, CCNP, VMware ESXi, Fortigate firewall, MCSE Server, and Linux systems. I focus on helping students and professionals excel in networking, system administration, and cybersecurity. With a solid foundation in both practical and theoretical knowledge, I provide hands-on learning experiences using real-world scenarios. I specialize in simplifying complex topics for students of all skill levels, ensuring they build a strong understanding of core concepts. Skills and Expertise Cisco CCNA & CCNP: Master the core networking concepts and configurations with practical labs. VMware ESXi Virtualization: Virtualization expertise for data center management and optimization. Fortigate Firewall: Learn advanced security configurations to secure and optimize networks. MCSE Server: Comprehensive teaching on Windows Server environments for enterprise-level management. Linux: Guide students on Linux server administration and configuration, focusing on open-source technologies. Teaching Approach My teaching method is highly interactive, focusing on personalized learning based on each student's unique needs. I emphasize real-world labs, troubleshooting, and best practices to ensure students can apply their skills directly in the field. Whether you are preparing for a certification exam, aiming to upgrade your skills, or pursuing a new career path, I am dedicated to helping you achieve your goals. Why Choose Me? Proven track record with hundreds of successful students. Focus on practical, job-ready skills. Custom-tailored lessons to meet your learning pace and objectives. Guidance on certifications and career advancement.
Networking · Computer science · Computer engineering
Max - Hemel Hempstead, United Kingdom£24
£24Programming Language Development (Suitable for GCSE and A-Level)
Any programming language - compiled or interpreted, statically typed or dynamic, boils down to the same common principles. These principles can then be applied to make any programming language - with any rules you desire. You can use '&' to represent addition and '>>!' to represent conditional loops. You can use 'beep' to represent branches and end each line with @. This class aims to teach you how to create these principles to design a language, and then the different approaches on how to do it. An end project will be to actually make your own programming language! The topics covered are listed below: Pretence: Programming Language Types (grammar), Programming Language Types (formation), Programming Language Types (typing) Stages (Lexing), Stages (Parsing), Stages (Interpreting) Intermediate Forms (AST), Intermediate Forms (Bytecode), Transpiling Optimisation (types), Optimisation (application to AST), Optimisation (application to Bytecode) Building Ray (Classes): Grammar Type, Formation Type, Typing Type Data Types, Expressions (types), Expressions (precedence) Statements (declarations), Statements (statements), Standard Library Tokens, Tokenisation (characters), Tokenisation (literals) Parsing (AST), Parsing (Visitors), Interpreting (Visitor) Static Scope, Semantic Analysis, Resolvers (Visitor) Building Ray (Nodes) Parsing (Literals), Interpreting (Literals), Resolving (Literals) Parsing (Groups), Interpreting (Groups), Resolving (Groups) Parsing (Operators), Interpreting (Operators), Resolving (Operators) Parsing (Variable declarations), Interpreting (Variable declarations), Resolving (Variable declarations) Parsing (Variable getters), Interpreting (Variable getters), Resolving (Variable getters) Parsing (Variable setters), Interpreting (Variable setters), Resolving (Variable setters) Parsing (Branches), Interpreting (Branches), Resolving (Branches) Parsing (Logic Gates), Interpreting (Logic Gates), Resolving (Logic Gates) Parsing (Loops conditional), Interpreting (Loops conditional), Resolving (Loops conditional) Parsing (Loops count), Interpreting (Loops count), Resolving (Loops count) Parsing (Function declarations), Interpreting (Function declarations), Resolving (Function declarations) Parsing (Function calls), Interpreting (Function calls), Resolving (Function calls) Parsing (Scope Termination), Interpreting (Scope Termination), Resolving (Scope Termination) Parsing (Class declarations), Interpreting (Class declarations), Resolving (Class declarations) Parsing (Instances), Interpreting (Instances), Resolving (Instances) Parsing (Methods), Interpreting (Methods), Resolving (Methods) Parsing (Instance Lookup), Interpreting (Instance Lookup), Resolving (Instance Lookup) Parsing (Constructors), Interpreting (Constructors), Resolving (Constructors) Parsing (Inheritance), Interpreting (Inheritance), Resolving (Inheritance) Optimisations (Visitor), Optimisations (Literal-Only Expressions), Optimisations (Variable Expressions) Project: Build your own language! (Supervised)
Computer science · Computer programming
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