- A student can skip the basic course if they pass an in-person assessment.
- Classes held in New Territory and Aliana.
- Material covered in 12 hours of instruction.
- Please contact us for the schedule and price.
Course 1
Basics of Python and statistics
- Suitable for 6th grade and above.
- Basics of Python coding and application to generate simple statistics.
- Python: Data types, variables, operators, conditionals, loops, lists, dictionaries, string operations.
- Data concepts: Mean, median, mode, range, frequency
- Start date:
- June 26, 2023
- Aliana, in-person
- $360/12 hours of class
- Class dates:
- June 26, 28 & 30, 2023
- July 10, 12 & 14, 2023
- 2 hours per class
- 5:30 pm – 7:30 pm
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Course 2
Data Visualization with Python
- Suitable for 6th grade and above.
- Basics of Python coding and application to generate simple statistics.
- Python: Data types, variables, operators, conditionals, loops, lists, dictionaries, string operations.
- Data concepts: Mean, median, mode, range, frequency.
- Start date:
- July 17, 2023
- Alina, in-person
- $360/12 hours of class
- Class dates:
- June 17, 19 & 21, 2023
- July 24, 26 & 28, 2023
- 2 hours per class
- 5:30 pm – 7:30 pm
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Course 3
Data Interpretation with Python
- Suitable for 8th grade and above or algebra 1 completion.
- Use Python libraries like numpy and seaborn for understanding probability, probability distributions and sampling techniques.
- Python: List comprehension, lambda function, NaN and None, regular expressions.
- Libraries: Matplotlib, Numpy, Pandas, seaborn.
- Data concept: Probability (joint, marginal and conditional), random variables ,uniform and normal distributions, z-scores, bias, population and samples, sample size, sampling techniques, data cleaning.
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Course 4
Machine learning with Python
- Suitable for 8th grade and above or algebra 1 completion.
- Use Python libraries like statsmodel for basic ML techniques like regression and clustering.
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Course 5
Artificial Intelligence with Python
- Suitable for 8th grade and above or algebra 1 completion.
- Use Python for different AI learning techniques.
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