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AI-For-Beginners
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Merge branch 'main' into main

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Lee Stott 2026-07-02 14:45:47 +02:00 committed by GitHub
parent 0faff810a8 90ed7bb016
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binder/requirements.txt
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@ -19,4 +19,4 @@ tensorboard==2.13.0
tokenizers==0.19.1
torchinfo==1.8.0
tqdm==4.66.5
transformers==5.0.0rc3
transformers==5.3.0

534
etc/quiz-app/package-lock.json generated
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@ -14734,7 +14693,7 @@
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"qs": "~6.14.0",
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@ -16286,14 +16245,14 @@
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@ -16312,7 +16271,7 @@
"parseurl": "~1.3.3",
"path-to-regexp": "~0.1.12",
"proxy-addr": "~2.0.7",
"qs": "~6.14.0",
"qs": "~6.15.1",
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"safe-buffer": "5.2.1",
"send": "~0.19.0",
@ -16385,9 +16344,9 @@
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@ -17159,9 +17118,9 @@
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}
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@ -18729,12 +18688,13 @@
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@ -19216,32 +19176,32 @@
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9
examples/README.md
View File

@ -6,11 +6,10 @@ Welcome! This directory contains simple, standalone examples to help you get sta
| Example | Description | Difficulty | Prerequisites |
|---------|-------------|------------|---------------|
| [Hello AI World](01-hello-ai-world.py) | Your first AI program - simple pattern recognition | ⭐ Beginner | Python basics |
| [Simple Neural Network](02-simple-neural-network.py) | Build a neural network from scratch | ⭐⭐ Beginner+ | Python, basic math |
| [Image Classifier](03-image-classifier.ipynb) | Classify images with a pre-trained model | ⭐⭐ Beginner+ | Python, numpy |
| [Text Sentiment](04-text-sentiment.py) | Analyze text sentiment (positive/negative) | ⭐⭐ Beginner+ | Python |
| [Hello AI World](https://github.com/microsoft/AI-For-Beginners/blob/main/examples/01-hello-ai-world.py) | Your first AI program - simple pattern recognition | ⭐ Beginner | Python basics |
| [Simple Neural Network](https://github.com/microsoft/AI-For-Beginners/blob/main/examples/02-simple-neural-network.py) | Build a neural network from scratch | ⭐⭐ Beginner+ | Python, basic math |
| [Image Classifier](https://github.com/microsoft/AI-For-Beginners/blob/main/examples/03-image-classifier.ipynb) | Classify images with a pre-trained model | ⭐⭐ Beginner+ | Python, numpy |
| [Text Sentiment](https://github.com/microsoft/AI-For-Beginners/blob/main/examples/04-text-sentiment.py) | Analyze text sentiment (positive/negative) | ⭐⭐ Beginner+ | Python |
## 🚀 Getting Started

2
lessons/0-course-setup/how-to-run.md
View File

@ -25,7 +25,7 @@ This curriculum is best used when opening it in [Visual Studio Code](http://code
### Using Jupyter in the Browser
You can also use a Jupyter environment from the browser on your own computer. Both classical Jupyter and JupyerHub provides a convenient development environment with auto-completion, code highlighting, etc.
You can also use a Jupyter environment from the browser on your own computer. Both classical Jupyter and JupyterHub provide a convenient development environment with auto-completion, code highlighting, etc.
To start Jupyter locally, go to the directory of the course, and execute:

2
lessons/5-NLP/README.md
View File

@ -28,7 +28,7 @@ If you are using local Python installation to run this course, you may need to i
**For PyTorch**
```bash
pip install -r requirements-torch.txt
pip install -r requirements-pytorch.txt
```
**For TensorFlow**
```bash

6
lessons/5-NLP/requirements-pytorch.txt
View File

@ -1,4 +1,4 @@
gensim==3.8.3
gensim>=4.3.0,<5
huggingface==0.0.1
matplotlib
nltk==3.9.4
@ -7,9 +7,9 @@ opencv-python==4.5.1.48
Pillow==12.2.0
scikit-learn
scipy
torch==2.8.0
torch==2.12.1
torchaudio==0.8.1
torchinfo==0.0.8
torchtext==0.9.1
torchvision==0.9.1
transformers==5.0.0rc3
transformers==5.3.0

2
lessons/5-NLP/requirements-tf.txt
View File

@ -10,4 +10,4 @@ scipy
TensorFlow
TensorFlow_datasets
TensorFlow_text
transformers==5.0.0rc3
transformers==5.3.0

4
translations/ru/README.md
View File

@ -14,7 +14,7 @@
# Искусственный Интеллект для Начинающих - Учебная программа
|![Скетчноут от @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
|![Скетчноут от @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/translated_images/ru/ai-overview.0857791951d19500.webp)|
|:---:|
| Искусственный Интеллект для Начинающих - _Скетчноут от [@girlie_mac](https://twitter.com/girlie_mac)_ |
@ -231,4 +231,4 @@
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
**Отказ от ответственности**:
Этот документ был переведен с помощью службы автоматического перевода [Co-op Translator](https://github.com/Azure/co-op-translator). Несмотря на наши усилия по обеспечению точности, просим учитывать, что автоматический перевод может содержать ошибки или неточности. Оригинальный документ на его родном языке следует считать официальным источником. Для критически важной информации рекомендуется использовать профессиональный человеческий перевод. Мы не несем ответственности за любые недоразумения или неверные толкования, возникшие в результате использования этого перевода.
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
<!-- CO-OP TRANSLATOR DISCLAIMER END -->