1st lesson free
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Bonface
- Rate S$33
- Response 1h
S$33/h
Contact
1st lesson free
- Python
- Artificial Intelligence
As an experienced Python tutor with three years of experience, I will make complex Python Programming concepts appear simple through interactive lessons, live coding, and walking you through real-worl
- Python
- Artificial Intelligence
Lesson location
About Bonface
Are you looking to build a strong foundation in Python programming, data analysis, and machine learning? As an experienced tutor, I specialize in making complex Python concepts simple and engaging through real-time, hands-on lessons. My interactive approach includes live coding, practical examples, and personalized coaching to help you gain confidence in coding, problem-solving, and data manipulation. Whether you're a high school student, a university learner, or a professional looking to upskill, I am here to guide you every step of the way. With a structured curriculum covering Python basics, data structures, functions, loops, data wrangling with Pandas, and even an introduction to machine learning, you'll gain the skills you need to excel.
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About the lesson
- Primary
- Secondary
- SPM
- +7
levels :
Primary
Secondary
SPM
Adult education
Masters
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
Target Audience: Beginners (High School to Master’s Level) Teaching Approach: Real-time interactive lessons with illustrations, real-world examples, live coding, tests, and coaching. Lesson Outline: A) Beginner/Intermediate level 1. Introduction to Python Basics – Understanding Python syntax, variables, and data types. 2. Installing Python and using Python online- Kaggle, Google Colab 2. Using Python as a calculator - Adding, subtracting, multiplying numbers using Python 3. Python beyond a calculator- We can add, subtract, and count texts, not just numbers! 4. Python Interpreters – Exploring different Python environments (Jupyter Notebook, IDEs, and terminal). 5. Data Structures – Lists, tuples, dictionaries, and sets for efficient data handling. 6. Functions – Writing reusable code with user-defined and built-in functions. 7. Loops – Implementing for and while loops for iteration. Built-in Python Functions – Using Python’s powerful standard functions for efficiency. 8. Data Wrangling with Pandas – Cleaning and processing datasets for analysis. 9. Data Visualization – Creating insightful charts using Matplotlib and Seaborn. 10. Navigating Errors in Coding – Debugging and handling common programming errors. 11. Real-world examples and datasets - Iris dataset, Diabetes Dataset Advanced levels: 1. Machine Learning Basics in Python – Introduction to machine learning concepts using Scikit-learn. 2. Handling errors and exceptions
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Rates
Rate
- S$33
Pack rates
- 5h: S$163
- 10h: S$325
online
- S$33/h
free lessons
This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.
- 30mins
Video
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