- 對人工神經網路的理解
- 熟悉深度學習框架（Caffe、Torch 等）
- Python 程式設計經驗
觀眾
- AI 研究人員
- 開發人員
Chainer 是一個基於 Python 的開源框架，旨在加速研究和實現神經網路模型。它為開發深度學習演算法提供了靈活、高效和簡化的方法。
這種由講師指導的現場培訓（在線或現場）面向希望使用 Chainer 在 Python 中構建和訓練神經網路，同時使代碼易於調試的研究人員和開發人員。
在本次培訓結束時，參與者將能夠：
- 設置必要的開發環境以開始開發神經網路模型。
- 使用易於理解的原始程式碼定義和實現神經網路模型。
- 執行範例並修改現有演算法以優化深度學習訓練模型，同時利用 GPU 實現高性能。
課程形式
- 互動講座和討論。
- 大量的練習和練習。
- 在即時實驗室環境中動手實施。
課程自定義選項
- 要申請本課程的定製培訓，請聯繫我們進行安排。
介紹
- Chainer 與 Caffe 與 Torch
- Chainer 功能和元件概述
開始
- 了解訓練器結構
- 安裝 Chainer、CuPy 和 NumPy
- 在變數上定義函數
在 Chainer 中訓練 Neural Networks
- 構造計算圖
- 運行 MNIST 資料集示例
- 使用優化器更新參數
- 處理圖像以評估結果
在 Chainer 中使用 GPU
- 實現遞迴神經網路
- 使用多個 GPU 進行並行化
實現其他神經網路模型
- 定義 RNN 模型和運行範例
- 使用 Deep Convolutional GAN 生成圖像
- 運行 Reinforcement Learning 範例
故障排除
總結和結論
United Arab Emirates - Deep Learning Neural Networks with Chainer
Qatar - Deep Learning Neural Networks with Chainer
Egypt - Deep Learning Neural Networks with Chainer
Saudi Arabia - Deep Learning Neural Networks with Chainer
South Africa - Deep Learning Neural Networks with Chainer
Brasil - Deep Learning Neural Networks with Chainer
Canada - Deep Learning Neural Networks with Chainer
中国 - Deep Learning Neural Networks with Chainer
香港 - Deep Learning Neural Networks with Chainer
澳門 - Deep Learning Neural Networks with Chainer
台灣 - Deep Learning Neural Networks with Chainer
USA - Deep Learning Neural Networks with Chainer
Österreich - Deep Learning Neural Networks with Chainer
Schweiz - Deep Learning Neural Networks with Chainer
Deutschland - Deep Learning Neural Networks with Chainer
Czech Republic - Deep Learning Neural Networks with Chainer
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Bhutan - Deep Learning Neural Networks with Chainer