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238 private teachers in Manchester

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238 private teachers in Manchester

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
HI......I'm Laura, I come from South Africa and cannot wait to teach your kids or help them out It is essential to learn and grasp the English language today in this ever changing world, whether it be through technology, face to face, most businesses use English as a neutral language to communicate. It doesn't just happen, I feel that we have to start at the bottom, that being with children. Children are the key part to our future, they need to be taught from foundation to speak English, to understand the future as well as create the future through a universal and common language. In my class, I will teach the importance of English, how to use grammar properly and new vocabulary. Along with this, especially in this age of technology, kids need to be stimulated at all times, I offer ways and techniques, especially to children with special needs to cope, whether it be for exams or in school or even bring it into every day life, using things like grammar, vocabulary and speech, even listening skills. However in 2016 I decided to study for an English qualification CELTA, I was teaching adults at the time, but flew off to Japan in 2017, it was there I was introduced to children. It was a challenge, as the kids couldn't speak English, they were new to me, however I found my passion. People always told me that I'd be a good teacher, but I wasn't to sure about that path to take. I loved helping children right through 18 with extra lessons, helping them with their homework. When I came back to South Africa, I was given a little Chinese boy to teach English to, wow what an experience, it was just unfortunate that he had to go back to China. From there I put myself out there, created my own business, teaching foreigners. A school asked me to come teach a Chinese girl who was battling. From there, the school sent all the foreign students, but taught local children too, who were battling. I always worked with school teachers at the school on what was needed to be taught. In 2023 the school asked me to teach this little Chinese boy, which today we still have a strong bond and is ahead of his class. In 2020 with covid, all lessons were done online, this was the biggest challenge I had to face with my student. I sat in all his class subjects, learned their syllabus, which was an advantage for the future kids I taught, and teaching him to speak English at the same time. I now am settling in the UK as being an EFL/English teacher in South Africa, there's not much for me there. But before I decided to come here, I taught a little boy with special needs for about a year. He was 9 and far behind his class and was ADHD. Once again, it was a challenge for me, but as time went by I learned how to deal with him too. I had a big garden, if I could see him losing concentration, I'd let him play around for a while with my dogs and cat, then got him back. For me that was so rewarding when the teachers gave his mother feedback on how well he was doing. Sadly finances was becoming an issue, there was more to offer me here in the UK. My first month here I worked for an international language school as my qualification is Cambridge related and taught kids from all over the world. But it wasn't a case of teaching them, we also looked after their well being and took part in all activities. I would finally just like to add that I have an advanced certificate in safe guarding children. Whether it be homework, tutor your child one on one or help even with confidence, I know I'm good at what I do and look forward to teaching your child.
Grammar · Vocabulary · Special education
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
Math · English · Grammar
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