Python, Algorithm Design, and Machine Learning Pipeline Design

From 19 £ /h

Python has become essential in the field of computer science. Are you keen to embark on your machine learning journey to become an AI expert? You'll need to know how to design algorithms, code proficiently, and implement your ideas on a solid mathematical foundation. In this course, we will guide you through all stages of mastering machine learning, starting from Python and progressing to the latest advancements, particularly in reinforcement learning.

Extra information

Bring your laptop,

Location

Use Ctrl + wheel to zoom!

At student's location :

Around London, United Kingdom

Online from United Kingdom

Age

Children (7-12 years old)

Teenagers (13-17 years old)

Adults (18-64 years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

The class is taught in

English

Persian

Skills

Computer science

Computer programming

Availability of a typical week

(GMT -05:00)

New York

Online via webcam

At student's home

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Emna

5.0

(3)

You are a highschool student?
You have a baccalaureate?
You need help with Python (Algorithmic Programming).
I am here to teach you !

I am certified from Python Institute (PCAP: Certified Associate in Python Programming) and I work with Python for more than 5 years.
I am also a teacher and my students love the way I teach with (simple, clear and always funny)

Maiko

5.0

(3)

<Course Description>
This course is designed for beginners who are interested in learning programming with Python. It covers the basic concepts of programming such as data types, variables, control structures, functions, and file I/O. Participants will learn how to write Python programs, debug code, and design algorithms using Python. The course also introduces the basics of object-oriented programming and the Python libraries used for data manipulation and visualization.

<Prerequisites>
No prior programming experience is required. However, familiarity with basic computer concepts such as files, folders, and operating systems is recommended.

<Learning Objectives>
By the end of the course, participants will be able to:

* Understand the fundamentals of programming and how it applies to Python
* Write Python code for simple applications and automate repetitive tasks
* Use control structures such as loops and conditional statements
* Create functions to encapsulate code and enable code reuse
* Work with Python libraries such as NumPy, Pandas, and Matplotlib
* Use object-oriented programming principles to design more complex programs
* Debug code and use error-handling techniques

<Course Outline>
The course is divided into modules that build on each other to provide a comprehensive introduction to Python programming. Each module consists of lectures, demonstrations, hands-on exercises, and quizzes to reinforce learning. Here is an outline of the course:

Module 1: Introduction to Python
History and Overview of Python
Setting up Python environment
Writing and running basic Python programs
Variables, data types, and operators

Module 2: Control Structures
Conditional statements and Boolean logic
Loops and iteration
User input and output

Module 3: Functions
Writing and calling functions
Scope and namespaces
Return values and parameters
Lambda functions

Module 4: File Input and Output
Reading and writing files
File modes and buffering
Handling exceptions and errors

Module 5: Object-Oriented Programming
Classes and objects
Inheritance and polymorphism
Data encapsulation and abstraction
Special methods and decorators

Module 6: Python Libraries
Introduction to NumPy, Pandas, and Matplotlib
Data manipulation and analysis with Pandas
Data visualization with Matplotlib

Conclusion
This beginner's programming class in Python provides a solid foundation for anyone interested in learning programming and using Python for data analysis, automation, or software development. With hands-on exercises, interactive quizzes, and a comprehensive final project, participants will learn how to write Python code that is efficient, maintainable, and elegant.

Francisco

5.0

(3)

Hi!

Welcome to my class on Python programming! As a PhD student in Geophysics my main tool is my computer. In order to do science one needs to know how to program. I use Python everyday in order to analyze data, run numerical models, plot results and much more. So, let's embark on the journey of learning Python and explore its diverse capabilities together!

For beginners:
I have designed it for absolute beginners to become at ease with the language within 5 sessions of 1h. Message me to know the 5 classes curriculum and I will be more than happy to share it with you!

For intermediate users:
If you already know the basics of Python but want to go more in-depth on certain packages this is the right place! Message me and we can discuss what your needs are! I am a professional user of Numpy, Pandas, Matplotlib, os, scipy and many more packages!

Are you not sure Python is the right language for you? Check the following out and let me know if you have any questions!

First of all, what is Python? According to its creator, Guido van Rossum, Python is a:

“high-level programming language, and its core design philosophy is all about code readability and a syntax which allows programmers to express concepts in a few lines of code.”

Learning Python is a rewarding experience for several reasons. Firstly, Python is inherently beautiful as a programming language, offering a natural and expressive way to translate your thoughts into code. Its readability and simplicity make coding an enjoyable and intuitive process.

The Python language finds applications across various domains, including data science, web development, machine learning and AI. For example, platforms like Quora, Pinterest, and Spotify leverage Python for their backend web development!

This versatility makes Python a powerful tool for those eager to delve into different aspects of programming. If this caught your curiosity message me and I'll make you a Python hero! Welcome to the community!

Anna

5.0

(3)

I am a highly qualified tutor with over five years of experience specializing in mathematics and computer science. Holding a BSc in Mathematics from Leiden University, where I ranked in the top 10% of my cohort, and currently pursuing a BSc in Biomedical Sciences at UCL, I have a solid foundation in both theoretical and applied STEM fields. My expertise covers a wide range of topics.

I have a proven track record of working with students of all ages, from primary school children to university undergraduates. My approach is patient, personalized, and aimed at making complex concepts accessible and engaging. Whether your child needs help preparing for exams, tackling challenging coursework, or building confidence in their abilities, I am dedicated to fostering a supportive learning environment that encourages growth and success.

Mohammad

5.0

(3)

This course provides a comprehensive introduction to the core principles of Computer Science, with a focus on practical applications in Computer Programming and Database Management. Students will explore the fundamentals of programming, learning how to write, analyze, and debug code using modern programming languages. The course also delves into database concepts, covering data storage, retrieval, and management techniques. By the end of the class, students will be equipped with the skills necessary to design efficient programs and manage databases effectively, preparing them for more advanced studies in computer science and related fields.

Usman

5.0

(3)

I specialize in teaching web development for beginners, focusing on building a strong foundation in web design and programming. My goal is to guide students through the fundamentals without overwhelming them. In this class, you'll learn how to create and style basic websites using HTML, CSS, and JavaScript. I provide hands-on practice with real-world examples and assign projects after each lesson to reinforce learning. Whether you're new to coding or looking to enhance your computer skills, this course offers a supportive environment to grow at your own pace. No prior experience is required.

Vijayaraj

5.0

(3)

Music Theory is essential to understand the relationship between the notes.

Computer Programming allows to think and frame logical reasoning, which in turn will help anybody think to form solutions.

Computer Science Knowledge plays an important role in everyday life.

Anastasia

5.0

(3)

Unlock your academic potential with engaging and adaptive lessons in Maths, Computer Science, and Science at GCSE level and below! As a straight 9 student who has successfully navigated challenging private school entrance exams, now studying Maths, Further Maths, Physics and Computer Science at A-Level, I bring firsthand experience and insights into what it takes to achieve top grades while nurturing a genuine passion for learning.

My interactive teaching style creates a comfortable environment where students feel free to ask questions and tackle their weaknesses. Each lesson involves addressing any subjects students find challenging, honing exam techniques, and working through exam questions. Together, we’ll focus on understanding underlying concepts and developing essential problem-solving and critical thinking skills. I truly believe that anyone can enjoy Maths; often, it’s just about finding the right person to guide you.

Pablo

5.0

(3)

I'm a Master's student at Imperial College London in Computational Science and Engineering with a Bachelor's in Engineering, offering focused tutoring in Math, Physics, and Coding. My goal is to help students—from high school to graduate level—strengthen their understanding, tackle challenging concepts, and improve their academic performance in STEM subjects.

Alex

5.0

(3)

Mathematics is the best way to enhance your intellect but also work on your intuition and your ability to see patterns.

Good day, my name is Alex, I have been teaching math for over 10 years to hundreds of students. I will teach all grades from elementary school all the way to high school and IB/GCSE etc.

My philosophy revolves around these three values:
-Encouragement
-Inspiration
-Discipline

I specialize into teaching mathematics and programming, but in some occasions I teach physics too.
Feel free to contact me.

Muhammad

5.0

(3)

I offer engaging and comprehensive programming lessons in C++ and Python, designed to help you master essential concepts and advanced topics in computer science. From problem-solving techniques, object-oriented programming, and data structures to database management, operating systems, digital logic design, and algorithm analysis, my lessons cover it all. I also introduce exciting areas like parallel and distributed computing and the basics of artificial intelligence. Whether you're preparing for GCSEs, A-levels, or pursuing a BSc in Computer Science, my tailored approach ensures you build a strong foundation and advance to becoming an exceptional programmer. Let’s make programming both accessible and enjoyable as you unlock your full potential in this ever-evolving field!

Mudassir

5.0

(3)

Programming is the future, learn and grow now all over the world have shifted to coding, any kind of coding i will teach you the basics of coding in which include HTML, CSS, BOOTSTRAP, TYPESCRIPT, TAILWIND if you have a laptop thats great but if you haven’t no worries i will bring my own laptop you will practice on my laptop.

Pratham

5.0

(3)

Want to boost your grades in GCSE or A-Level Computer Science, Maths, Further Maths, or Physics? My lessons are designed to make tricky topics finally click — with clear explanations, plenty of practice, and proven exam strategies that actually work. Whether you’re catching up, aiming for top grades, or preparing for university, I’ll help you feel confident and ready for any exam.

We’ll cover everything from algorithms, Python, and computer systems in Computer Science to calculus, algebra, and statistics in Maths and forces, electricity, and waves in Physics. Every session is tailored to your needs and exam board, with lots of real exam-style questions, notes, and guidance to help you progress fast.

And it doesn’t stop when the lesson ends — I offer support any time outside of class, so you can message me whenever you get stuck. My goal is simple: to help you understand, improve, and achieve your best results while actually enjoying the process.

Andrei

5.0

(3)

Hi,

My name is Andreï, and after two years at the engineering school Centrale Paris and a gap year in quantitative finance, I’ll be starting a Master’s in Mathematics at Imperial College London in September. Alongside my studies, I offer private tutoring in maths, physics, and computer science.

With a strong academic background and a genuine passion for these subjects, I have helped students from secondary school to university over the past three years build both skills and confidence—whether their goal is to strengthen their intuition when it comes to problem solving, improve exam performance, or prepare for competitive entrance tests.

My approach to teaching is both structured and flexible. I adapt each lesson to the student’s individual needs: reviewing fundamental concepts, addressing specific difficulties, and preparing efficiently for assessments or exams. Beyond problem-solving, I aim to provide students with lasting tools—methods of reasoning, strategies for independent learning, and a clearer sense of confidence when approaching new challenges.

I would be delighted to arrange an initial conversation to better understand your goals and how I could help you achieve them. Please feel free to contact me for further information.
Best regards,
Andreï

Sarah

5.0

(3)

From basics to advanced Java skills, including Java Core, OOP, JDBC, JavaFX and Gluon for mobile apps, and Java Spring Boot with JPA and Hibernate for web apps, and Gluon to convert all apps cross-platform. You can plan your sessions with me. We can start at the very beginning or at your specific level. We can do one session or as many as you like. I normally start with one hour to assess and plan your training program, and then we book sessions from there. I can teach it in my office in Pall Mall or at your location within a reasonable distance in London.