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I offer one-to-one Machine Learning and AI tuition for university students, postgraduates, working professionals, and serious self-learners. Lessons are available online or in person around Birmingham. What I cover: Python for data science and ML (NumPy, Pandas, Scikit-learn) Deep learning with TensorFlow and Keras Core ML concepts: regression, classification, clustering, neural networks, CNNs Computer vision and image classification (my published research area) University coursework support, dissertation help, project guidance Help with Kaggle competitions and personal portfolio projects How I teach: I focus on understanding, not memorisation. We work through real datasets and real problems — not toy examples — so you can actually apply what you learn. I'll help you build a model from scratch, debug it when it doesn't work, and explain the maths behind why it does or doesn't perform well. For university students, I can also help with assignments, dissertations, and final-year projects. Whether you're just starting out, stuck on a coursework project, or trying to break into ML professionally, I can meet you wherever you are and help you move forward.

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Are you new to computer science ? are you struggling in understanding the foundation of computer science and programming ? is computer science not your first choice and you wanna get a good grade at it ? If you answer "yes" to one of the above question then this course is for you . I have three years experience teaching computer science foundation to junior university students and here to help you in understanding all what you need to pass the course .

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Personalized support for students, freelancers and entrepreneurs wishing to succeed in their IT projects. Help with: Project structuring Technology choices Specifications Code correction and improvement University projects (final year projects, final year projects, dissertations) Finalization and delivery of the project

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Want to make a career in coding or stuck with your school/college syllabus. Here is the solution. I am an expert with the practical work experience. I'll be starting from scratch and strengthen your concepts so that you can easily master over this language. I am providing you a brief summary of our course which we generally follow but that doesn't mean that I am bound to just this much content. In case you have any doubt for any other specific topic related to the subject, you could always come up to me or you need any help in your assignments or projects, you are always welcome. Here is a brief summary of our syllabus content which we'll be covering Introduction to Java programming • The Java Virtual Machine • Variables and data types • Conditional and looping constructs • Arrays Object-oriented programming with Java Classes and Objects • Fields and Methods • Constructors • Overloading methods • Garbage collection • Nested classes Inheritance • Overriding methods • Polymorphism • Making methods and classes final • Abstract classes and methods • Interfaces Exception handling with try-throw-catch-finally constructs • The Exception class The Object class • Cloning objects • The JDK LinkedList class • Strings • String conversions Working with types: Wrapper classes • Enumeration interface Packages • Package access • Documentation comments Applets • Configuring applets • Applet capabilities and restrictions Basics of AWT and Swing • Layout Managers • Event Handling • The Action Listener interface • Panels • Classes for various controls, such as label, choice, list, • Checkbox, etc. • Dialogs and frames • Using menus • Using the adapter classes • Graphics Threads • Synchronization The I/O Package • InputStream and OutputStream classes • Reader and Writer classes Basic concepts of networking • Working with URLs • Concepts of URLs • Sockets Database connectivity with JDBC • Java security In case you have any query, feel free to contact me. Give yourself a chance for a better future All the best

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Web development can be overwhelming today with the emergence of so many frameworks and technologies. Fear not! In this course, I'll give you the basics instead of bombarding you with these new frameworks. Believe me, towards the end you will see that when you learn this logic, any framework will be just an implementation of your own understanding and critical analysis of the new features, based on what you learned with me. And let's not forget a very important part: DevOps/Cloud Computing, which is now the new hype with AI! So I invite you to join me and discover what we can accomplish together. It's going to be so much fun! Mini-projects, training on new frameworks, a collaborative space, and most importantly: your personal growth and an enriching experience that will help you enter the world of IT with a vengeance.