"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
" \n",
"\n",
"   \n",
" \n",
" \n",
" "
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1. What is JavaScript (JS)\n",
"\n",
"JavaScript is a scripting language used to create dynamic content on web pages. It can interact with HTML and CSS to enhance user experiences\n",
"\n",
"JS code is between `` tags\n",
"\n",
"### 2. Code editor\n",
"\n",
"### 3. Writing a JavaScript Program\n",
"- Scripts can be placed in the ``, or in the `` section of an HTML page\n",
"- JS is better to put at the end of `` section, \n",
"- Saved in external files and access an external script\n",
"``"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 4. JavaScript Syntax\n",
"- JavaScript command lines end with a semicolon to separate it from the next command line in the program"
]
},
{
"attachments": {
"image-2.png": {
"image/png": 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"
},
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exercise 1: Create an empty html and write some simple JS\n",
"1.1 Write JS within HTML file\n",
"- Write JS within HTML file\n",
"- Write comments\n",
"\n",
"\n",
"\n",
"1.2 Write JS in external file\n",
"- Create JS in a folder\n",
"- Connect JS in external file to HTML\n",
"\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 5. JavaScript Basics\n",
"#### 5.1 Variables\n",
"Variables are used to store values: `const`, `var`, `let`, \n",
"- The 'var' was used in JS from 1995 to 2015, now should only be used in code for older browsers\n",
"- The 'let' and 'const' was added to JS in 2015\n",
"- Always use `const` if the value should not be changed\n",
"\n",
"The variables\n",
"- can not be a reserved keys\n",
"- should be meaningful\n",
"- can not start with a number\n",
"- can not contain a space a hyphen\n",
"- are case sensative"
]
},
{
"attachments": {
"image-3.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exercise 2: Create a variable\n",
""
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 5.2 Constant\n",
"- `const` is a variable whose value cannot be changed once it is assigned\n",
"\n",
"- Below we tried to change the value of `const` and will cause the error\n",
"\n",
""
]
},
{
"attachments": {
"image-2.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 5.3 Type of Variables\n",
"- Numeric\n",
"- String\n",
"- Boolean\n",
"- Null\n",
"\n",
""
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 6. Objects in JS\n",
"\n",
""
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Exercise 3: Create a object\n",
"\n",
"\n"
]
},
{
"attachments": {
"image-2.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 7. Array\n",
"- An array is a data structure that allows you to store multiple values in a single variable\n",
"- Arrays are useful for managing lists of items, such as numbers, strings, or objects.\n",
"\n",
"#### 7.1 Declaring an Array\n",
"\n",
"You can create an array using the [] syntax or the Array() constructor.\n",
"\n",
""
]
},
{
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"### 8. Function\n",
"A JS function is a reusable block of code designed to perform a particular task\n",
"\n",
"Functions allow developers to organize the reuse code efficiently\n",
"\n",
"#### 8.1 Function Declaration\n",
"\n",
"1. Function format\n",
"\n",
"function name(parameter1, parameter2,...){\n",
" \n",
" __code to be executed__ \n",
" \n",
"}\n",
"\n",
"2. Call function\n",
"\n",
"name();\n",
"\n",
""
]
},
{
"attachments": {
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"image/png": 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"
},
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 8.2 Embed function into element\n",
"- Embedding a function into an HTML element in JavaScript involves setting up event handlers that call a function when the user interacts with the element. \n",
"- This allows you to dynamically change or update the content or behavior of the webpage based on user actions.\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}