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This 12-week course offers a foundational introduction to SWE and ML/AI, designed in response to the emerging industry shift toward AI-integrated systems. New members will gain hands-on experience with Python programming, explore modern frameworks, and develop machine learning models including neural networks.
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## Prerequisites
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- Taken or concurrently enrolled in **CS 61A / Data 8** OR have previous coding experience
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- No prior industry experience
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## Desired Course Outcomes
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By the end of the 12 weeks, we hope you:
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- Are comfortable programming in **Python, JavaScript, HTML, CSS, and SQL**
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- Are comfortable programming in **Python**and **Java**.
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- Know common data structures (Arrays, LinkedLists, Trees, HashTables)
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- Are familiar with frameworks such as **React, Node.js, NPM, PyTorch, Pandas, NumPy, scikit-learn**
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- Are familiar with frameworks such as **PyTorch, Pandas, NumPy, scikit-learn**
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- Have a basic understanding of **Databases**
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- Understand fundamental ML/AI concepts (optimization, neural networks)
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- Feel comfortable working in a **team environment**, similar to that found in industry
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