# Udemy Data Science Course Search for Beginners

**Use case:** 

Search top-rated English Udemy data science courses tailored for beginner developers and analysts. Extract course titles, rating averages, subscriber counts, price objects, duration in minutes, and section curriculum details. Adjust search queries, minimum rating, difficulty level, or language filters to customize your catalog export.

## Input

```json
{
  "mode": "search",
  "searchQueries": [
    "data science"
  ],
  "category": "any",
  "subcategory": "any",
  "topics": [],
  "browseUrls": [],
  "courseUrls": [
    "complete-python-bootcamp"
  ],
  "instructorIds": [],
  "level": "BEGINNER",
  "price": "any",
  "language": "EN",
  "minAverageRating": 4.5,
  "videoLength": "any",
  "mustHaveQuiz": false,
  "mustHavePracticeTest": false,
  "mustHaveCodingExercise": false,
  "mustHaveRoleplay": false,
  "isCertificationPrep": false,
  "closedCaptionLanguages": [],
  "sortBy": "RATING",
  "maxItems": 50,
  "includeDetails": true,
  "includeCurriculum": true,
  "includeInstructorProfile": false
}
```

## Output

```json
{
  "recordType": {
    "label": "Record type"
  },
  "title": {
    "label": "Title"
  },
  "primaryInstructor": {
    "label": "Primary instructor"
  },
  "avgRating": {
    "label": "Avg rating"
  },
  "numSubscribers": {
    "label": "Num subscribers"
  },
  "price": {
    "label": "Price"
  },
  "discountPrice": {
    "label": "Discount price"
  },
  "level": {
    "label": "Level"
  },
  "contentLengthMin": {
    "label": "Content length min"
  },
  "url": {
    "label": "Url"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Udemy Course Catalog & Rating Finder Actor is ready to run with the inputs already set for "Udemy Data Science Course Search for Beginners". [Sign up or log in](https://console.apify.com/create-task-from-example/g7aFhW1x8VYpTGzXT) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Udemy Data Science Course Search for Beginners" task

The Udemy Course Catalog & Rating Finder Actor will start running based on the input automatically. You can also change all the input fields, like mode, search queries, and more, to match your specific use case.

### 3. Receive the "Udemy Data Science Course Search for Beginners" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as record type, title, primary instructor, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Udemy Data Science Course Search for Beginners" task via API](https://apify.com/xyrelith-data/udemy-course-catalog-and-rating-finder.md).

## FAQ

### How do I find beginner Udemy data science courses?

The Udemy data science search task looks for English beginner courses matching “data science,” with an average rating of at least 4.5.

### What information can I get about Udemy data science courses?

Course results from the Udemy data science search task can include ratings, subscriber counts, prices, video length, and section and lecture curriculum.

### How do I change the keyword or filters for Udemy course search?

Change the search terms, difficulty, language, minimum rating, or sort order in the Udemy data science search task to customize the course results.

### How many Udemy data science courses can one run return?

The Udemy data science search task is set to return up to 50 results. Search and browse are capped at 10,000 courses per slice.

### How much does a run of this Udemy course search cost?

For the Udemy data science search task, up to 50 results cost at most $0.05 in result charges on the Free plan, plus the Apify platform usage for the run.

### Do I need a Udemy login or API key to find courses?

The Udemy data science search task reads publicly available course information without a Udemy account, cookies, or an API key.

### Can I download the Udemy data science course results?

Results from the Udemy data science search task land in a dataset that can be downloaded as JSON, CSV, Excel, XML, RSS, or an HTML table.

### Can I schedule Udemy data science searches or run them through an API?

You can schedule the Udemy data science search task, run it through the Apify API, or connect it with integrations such as Zapier, Make, and n8n.

## About this Actor

This example demonstrates how to use [Udemy Course Catalog & Rating Finder](https://apify.com/xyrelith-data/udemy-course-catalog-and-rating-finder.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/xyrelith-data/udemy-course-catalog-and-rating-finder.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/xyrelith-data/udemy-course-catalog-and-rating-finder.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).