Explain your thinking with a Notebook

A Notebook's file extension is .ipynb. The document contains multiple cells, each with a role. Reading and running cells from the top lets you record an experiment's process.

Colab is an environment for opening Notebooks and running Python code in a browser. Google Drive stores Notebook files. Code runs on a computer provided by Google, called the runtime.

Saving a Notebook to Drive differs from connecting personal files to the runtime with drive.mount(). This exercise does not read personal files, so Drive mounting code is unnecessary. GPU settings need not change either.

1. Check that you are signed in to Google.
2. Open the provided Notebook and save a copy to your Drive.
3. Rename the file to Name_StudentID_Week2.ipynb.
4. Run the topmost executable cell first. Use the run button or Shift + Enter.
5. Check that results appear and that the file is saved.

#, ##, and ### indicate heading levels. Think of them as showing relationships between broader topics and subtopics, rather than simply changing font size. Add a space after the marker.

# Speech Recognition
## What problem does it solve
### Converting speech to text

This assignment requires at least 3 heading levels. Choose headings suited to your topic rather than copying the example above.

**Important terms** appear in bold.
*Words needing special emphasis* can appear in italics.
Write function or variable names like `print`.

- Speech data
- Text data
- Image data

1. Prepare the input.
2. Process it.
3. Check the results.

Use numbered lists when order matters and bulleted lists to group items. A blank line is the clearest way to separate paragraphs. To force a line break within a paragraph, you can use two spaces at the end of a line.

> This is a quotation or an explanation to emphasize.

Enclose a one-line function name in single backticks and a multiline code example in triple backticks. The backtick is a different keyboard symbol from the single quotation mark.

[Resource name](https://example.org)
![What the image shows](actual_image_URL)

The two syntaxes differ in the leading !. The example.org and image address above are placeholders showing the format. Choose actual resources relevant to your topic for the assignment.

Explain what the image shows and how it relates to your chosen AI technology. For links, explain why you selected them or what the page contains. A private Drive image address may prevent others from seeing the image when they open the document.

Tables are easier to compare when each column contains the same kind of information. The following is an example for practicing syntax.

| Item | Input | Result |
|---|---|---|
| Calculate the mean | Multiple numbers | Mean |
| Sort | Unordered numbers | Numbers in sorted order |

The second line separates the header from the data. The header does not count as a data row. This assignment requires at least 3 columns and 4 data rows. The practice table above has too few rows and is not a completed AI topic report.

For example, the mean computed earlier can be expressed as follows.

$$\bar{x}=\frac{1}{N}\sum_{i=1}^{N}x_i$$

N is the number of values, xᵢ is the ith value, and x̄ is the mean. For 20, 22, and 24, N=3, and the mean is 22. When reading an equation, connect symbols → concrete values → computed result.

$$
\bar{x}=\frac{1}{N}\sum_{i=1}^{N}x_i
$$

Colab Markdown cells can display equations using LaTeX syntax as shown here. This assignment requires at least 2 equations, each with an explanation of its meaning. Choose equations you can explain rather than complex ones.

A variable is a name assigned to a value. = stores the value computed on the right under the name on the left.

count = 4
print(count)
print(f"항목 수: {count}")

The first output is 4, and the second is 항목 수: 4. As in the second line, print displays a value. f"...{count}..." inserts variable values into a sentence. f-strings make sentences containing variable values easier to read.

# This line is an explanatory comment.
message = "실습 시작"
print(message)

Content after # is a comment that is not executed on that line. Text enclosed in quotation marks is a string, a text value.

Triple quotes also create strings. Supporting multiple lines does not make them dedicated comment syntax. Used as the first statement of a function or similar definition, they can form a docstring. Distinguish multiline strings from comments.

ready = True
if ready:
    print("준비가 되었습니다")
print("이 줄은 if 바깥입니다")

Indented lines execute when ready is true. The last line is outside if and executes regardless of the condition. Here, use 4 spaces without mixing tabs and spaces.

text = input("숫자를 입력하세요: ")
number = float(text)
print(number + 1)

Even when entering 3 with input(), the initial value is the string "3". Convert it using float or int for numerical computations. Converting nonnumeric text may cause an error. The designated code in the submission Notebook runs without an input prompt, so this example is for understanding syntax.

The current assignment requires the following.

• At least 3 heading levels, and at least 1 use each of bold, italics, and inline code.
• At least 3 items each in ordered and bulleted lists. The AI processing ordered list requires at least 4 stages.
• Introduce the AI technology in 3–5 sentences: technology, data, problem, and uses.
• At least 1 image and 1–2 explanatory sentences.
• Table with at least 3 columns and 4 data rows.
• At least 2 equations, each with at least 1 sentence explaining its meaning.
• At least 1 related link and 1–2 sentences on the reason for selecting it or its content.
• Run the designated Code Cell, explain at least 2 cell differences, and fix Markdown errors.