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Translate docs to chinese#116

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Ahesui:translate-docs-to-chinese
Open

Translate docs to chinese#116
Ahesui wants to merge 2 commits into
rohitg00:mainfrom
Ahesui:translate-docs-to-chinese

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@Ahesui
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@Ahesui Ahesui commented May 18, 2026

What this PR does

Kind of change

  • New lesson
  • Fix to an existing lesson
  • Translation
  • New output (prompt, skill, agent, MCP server)
  • Docs / website / tooling

Checklist

  • Code runs without errors with the listed dependencies
  • No comments in code files (docs explain, code is self-explanatory)
  • Built from scratch first, then shown with a framework (for new lessons)
  • Lesson folder matches LESSON_TEMPLATE.md structure
  • ROADMAP.md row for the lesson is a markdown link ([Name](phases/...)), not bare text
  • One lesson per commit (atomic per-lesson rule)
  • Tested locally / code output matches what docs/en.md claims

Phase / lesson

Notes for reviewer

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vercel Bot commented May 18, 2026

@Ahesui is attempting to deploy a commit to the rohitg00's projects Team on Vercel.

A member of the Team first needs to authorize it.

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coderabbitai Bot commented May 18, 2026

Important

Review skipped

Too many files!

This PR contains 300 files, which is 150 over the limit of 150.

To get a review, narrow the scope:
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⚙️ Run configuration

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Run ID: 91e74c35-228c-42a5-bafd-55dc01e9f4b3

📥 Commits

Reviewing files that changed from the base of the PR and between 016ed8d and 7df11f8.

📒 Files selected for processing (300)
  • phases/00-setup-and-tooling/01-dev-environment/docs/zh.md
  • phases/00-setup-and-tooling/01-dev-environment/outputs/prompt-env-check_zh.md
  • phases/00-setup-and-tooling/02-git-and-collaboration/docs/zh.md
  • phases/00-setup-and-tooling/03-gpu-setup-and-cloud/docs/zh.md
  • phases/00-setup-and-tooling/04-apis-and-keys/docs/zh.md
  • phases/00-setup-and-tooling/04-apis-and-keys/outputs/prompt-api-troubleshooter_zh.md
  • phases/00-setup-and-tooling/05-jupyter-notebooks/docs/zh.md
  • phases/00-setup-and-tooling/05-jupyter-notebooks/outputs/prompt-notebook-helper_zh.md
  • phases/00-setup-and-tooling/06-python-environments/docs/zh.md
  • phases/00-setup-and-tooling/07-docker-for-ai/docs/zh.md
  • phases/00-setup-and-tooling/08-editor-setup/docs/zh.md
  • phases/00-setup-and-tooling/09-data-management/docs/zh.md
  • phases/00-setup-and-tooling/09-data-management/outputs/prompt-data-helper_zh.md
  • phases/00-setup-and-tooling/10-terminal-and-shell/docs/zh.md
  • phases/00-setup-and-tooling/11-linux-for-ai/docs/zh.md
  • phases/00-setup-and-tooling/12-debugging-and-profiling/docs/zh.md
  • phases/00-setup-and-tooling/12-debugging-and-profiling/outputs/prompt-debug-ai-code_zh.md
  • phases/01-math-foundations/01-linear-algebra-intuition/docs/zh.md
  • phases/01-math-foundations/01-linear-algebra-intuition/outputs/prompt-linear-algebra-tutor_zh.md
  • phases/01-math-foundations/02-vectors-matrices-operations/docs/zh.md
  • phases/01-math-foundations/02-vectors-matrices-operations/outputs/prompt-matrix-operations_zh.md
  • phases/01-math-foundations/03-matrix-transformations/docs/zh.md
  • phases/01-math-foundations/03-matrix-transformations/outputs/prompt-transformation-visualizer_zh.md
  • phases/01-math-foundations/04-calculus-for-ml/docs/zh.md
  • phases/01-math-foundations/04-calculus-for-ml/outputs/skill-gradient-computation_zh.md
  • phases/01-math-foundations/05-chain-rule-and-autodiff/docs/zh.md
  • phases/01-math-foundations/05-chain-rule-and-autodiff/outputs/skill-autodiff_zh.md
  • phases/01-math-foundations/06-probability-and-distributions/docs/zh.md
  • phases/01-math-foundations/06-probability-and-distributions/outputs/skill-probability-reasoning_zh.md
  • phases/01-math-foundations/07-bayes-theorem/docs/zh.md
  • phases/01-math-foundations/07-bayes-theorem/outputs/prompt-bayesian-reasoning_zh.md
  • phases/01-math-foundations/08-optimization/docs/zh.md
  • phases/01-math-foundations/08-optimization/outputs/prompt-optimizer-guide_zh.md
  • phases/01-math-foundations/09-information-theory/docs/zh.md
  • phases/01-math-foundations/09-information-theory/outputs/skill-information-theory_zh.md
  • phases/01-math-foundations/10-dimensionality-reduction/docs/zh.md
  • phases/01-math-foundations/10-dimensionality-reduction/outputs/skill-dimensionality-reduction_zh.md
  • phases/01-math-foundations/11-singular-value-decomposition/docs/zh.md
  • phases/01-math-foundations/11-singular-value-decomposition/outputs/skill-svd_zh.md
  • phases/01-math-foundations/12-tensor-operations/docs/zh.md
  • phases/01-math-foundations/12-tensor-operations/outputs/prompt-tensor-debugger_zh.md
  • phases/01-math-foundations/12-tensor-operations/outputs/prompt-tensor-shapes_zh.md
  • phases/01-math-foundations/13-numerical-stability/docs/zh.md
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  • phases/01-math-foundations/14-norms-and-distances/docs/zh.md
  • phases/01-math-foundations/14-norms-and-distances/outputs/prompt-distance-chooser_zh.md
  • phases/01-math-foundations/15-statistics-for-ml/docs/zh.md
  • phases/01-math-foundations/15-statistics-for-ml/outputs/skill-statistical-testing_zh.md
  • phases/01-math-foundations/16-sampling-methods/docs/zh.md
  • phases/01-math-foundations/16-sampling-methods/outputs/skill-sampling-strategy_zh.md
  • phases/01-math-foundations/17-linear-systems/docs/zh.md
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  • phases/01-math-foundations/18-convex-optimization/docs/zh.md
  • phases/01-math-foundations/18-convex-optimization/outputs/skill-convexity-checker_zh.md
  • phases/01-math-foundations/19-complex-numbers/docs/zh.md
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  • phases/01-math-foundations/21-graph-theory/docs/zh.md
  • phases/01-math-foundations/21-graph-theory/outputs/skill-graph-analysis_zh.md
  • phases/01-math-foundations/22-stochastic-processes/docs/zh.md
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  • phases/02-ml-fundamentals/01-what-is-machine-learning/docs/zh.md
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  • phases/02-ml-fundamentals/02-linear-regression/docs/zh.md
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  • phases/02-ml-fundamentals/03-logistic-regression/outputs/skill-classification-baseline_zh.md
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  • phases/02-ml-fundamentals/05-support-vector-machines/docs/zh.md
  • phases/02-ml-fundamentals/05-support-vector-machines/outputs/skill-svm-kernel-chooser_zh.md
  • phases/02-ml-fundamentals/06-knn-and-distances/docs/zh.md
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  • phases/02-ml-fundamentals/07-unsupervised-learning/docs/zh.md
  • phases/02-ml-fundamentals/07-unsupervised-learning/outputs/skill-clustering-guide_zh.md
  • phases/02-ml-fundamentals/08-feature-engineering/docs/zh.md
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  • phases/02-ml-fundamentals/09-model-evaluation/docs/zh.md
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  • phases/02-ml-fundamentals/10-bias-variance/docs/zh.md
  • phases/02-ml-fundamentals/10-bias-variance/outputs/prompt-model-diagnostics_zh.md
  • phases/02-ml-fundamentals/11-ensemble-methods/docs/zh.md
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  • phases/02-ml-fundamentals/11-ensemble-methods/outputs/skill-ensemble-builder_zh.md
  • phases/02-ml-fundamentals/12-hyperparameter-tuning/docs/zh.md
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  • phases/02-ml-fundamentals/13-ml-pipelines/docs/zh.md
  • phases/02-ml-fundamentals/13-ml-pipelines/outputs/prompt-ml-pipeline_zh.md
  • phases/02-ml-fundamentals/14-naive-bayes/docs/zh.md
  • phases/02-ml-fundamentals/14-naive-bayes/outputs/skill-naive-bayes-chooser_zh.md
  • phases/02-ml-fundamentals/15-time-series/docs/zh.md
  • phases/02-ml-fundamentals/15-time-series/outputs/prompt-time-series-advisor_zh.md
  • phases/02-ml-fundamentals/16-anomaly-detection/docs/zh.md
  • phases/02-ml-fundamentals/16-anomaly-detection/outputs/skill-anomaly-detector_zh.md
  • phases/02-ml-fundamentals/17-imbalanced-data/docs/zh.md
  • phases/02-ml-fundamentals/17-imbalanced-data/outputs/skill-imbalanced-data_zh.md
  • phases/02-ml-fundamentals/18-feature-selection/docs/zh.md
  • phases/02-ml-fundamentals/18-feature-selection/outputs/skill-feature-selector_zh.md
  • phases/03-deep-learning-core/01-the-perceptron/docs/zh.md
  • phases/03-deep-learning-core/01-the-perceptron/outputs/skill-perceptron_zh.md
  • phases/03-deep-learning-core/02-multi-layer-networks/docs/zh.md
  • phases/03-deep-learning-core/02-multi-layer-networks/outputs/prompt-network-architect_zh.md
  • phases/03-deep-learning-core/03-backpropagation/docs/zh.md
  • phases/03-deep-learning-core/03-backpropagation/outputs/prompt-gradient-debugger_zh.md
  • phases/03-deep-learning-core/04-activation-functions/docs/zh.md
  • phases/03-deep-learning-core/04-activation-functions/outputs/prompt-activation-selector_zh.md
  • phases/03-deep-learning-core/05-loss-functions/docs/zh.md
  • phases/03-deep-learning-core/05-loss-functions/outputs/prompt-loss-debugger_zh.md
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  • phases/03-deep-learning-core/06-optimizers/docs/zh.md
  • phases/03-deep-learning-core/06-optimizers/outputs/prompt-optimizer-selector_zh.md
  • phases/03-deep-learning-core/07-regularization/docs/zh.md
  • phases/03-deep-learning-core/07-regularization/outputs/prompt-regularization-advisor_zh.md
  • phases/03-deep-learning-core/08-weight-initialization/docs/zh.md
  • phases/03-deep-learning-core/08-weight-initialization/outputs/prompt-init-strategy_zh.md
  • phases/03-deep-learning-core/09-learning-rate-schedules/docs/zh.md
  • phases/03-deep-learning-core/09-learning-rate-schedules/outputs/prompt-lr-schedule-advisor_zh.md
  • phases/03-deep-learning-core/10-mini-framework/docs/zh.md
  • phases/03-deep-learning-core/10-mini-framework/outputs/prompt-framework-architect_zh.md
  • phases/03-deep-learning-core/11-intro-to-pytorch/docs/zh.md
  • phases/03-deep-learning-core/11-intro-to-pytorch/outputs/prompt-pytorch-debugger_zh.md
  • phases/03-deep-learning-core/11-intro-to-pytorch/outputs/skill-pytorch-patterns_zh.md
  • phases/03-deep-learning-core/12-intro-to-jax/docs/zh.md
  • phases/03-deep-learning-core/12-intro-to-jax/outputs/prompt-jax-optimizer_zh.md
  • phases/03-deep-learning-core/12-intro-to-jax/outputs/skill-jax-patterns_zh.md
  • phases/03-deep-learning-core/13-debugging-neural-networks/docs/zh.md
  • phases/03-deep-learning-core/13-debugging-neural-networks/outputs/prompt-nn-debugger_zh.md
  • phases/03-deep-learning-core/13-debugging-neural-networks/outputs/skill-debug-checklist_zh.md
  • phases/04-computer-vision/01-image-fundamentals/docs/zh.md
  • phases/04-computer-vision/01-image-fundamentals/outputs/prompt-vision-preprocessing-audit_zh.md
  • phases/04-computer-vision/01-image-fundamentals/outputs/skill-image-tensor-inspector_zh.md
  • phases/04-computer-vision/02-convolutions-from-scratch/docs/zh.md
  • phases/04-computer-vision/02-convolutions-from-scratch/outputs/prompt-cnn-architect_zh.md
  • phases/04-computer-vision/02-convolutions-from-scratch/outputs/skill-conv-shape-calculator_zh.md
  • phases/04-computer-vision/03-cnns-lenet-to-resnet/docs/zh.md
  • phases/04-computer-vision/03-cnns-lenet-to-resnet/outputs/prompt-backbone-selector_zh.md
  • phases/04-computer-vision/03-cnns-lenet-to-resnet/outputs/skill-residual-block-reviewer_zh.md
  • phases/04-computer-vision/04-image-classification/docs/zh.md
  • phases/04-computer-vision/04-image-classification/outputs/prompt-classifier-pipeline-auditor_zh.md
  • phases/04-computer-vision/04-image-classification/outputs/skill-classification-diagnostics_zh.md
  • phases/04-computer-vision/05-transfer-learning/docs/zh.md
  • phases/04-computer-vision/05-transfer-learning/outputs/prompt-fine-tune-planner_zh.md
  • phases/04-computer-vision/05-transfer-learning/outputs/skill-freeze-inspector_zh.md
  • phases/04-computer-vision/06-object-detection-yolo/docs/zh.md
  • phases/04-computer-vision/06-object-detection-yolo/outputs/prompt-detection-metric-reader_zh.md
  • phases/04-computer-vision/06-object-detection-yolo/outputs/skill-anchor-designer_zh.md
  • phases/04-computer-vision/07-semantic-segmentation-unet/docs/zh.md
  • phases/04-computer-vision/07-semantic-segmentation-unet/outputs/prompt-segmentation-task-picker_zh.md
  • phases/04-computer-vision/07-semantic-segmentation-unet/outputs/skill-segmentation-mask-inspector_zh.md
  • phases/04-computer-vision/08-instance-segmentation-mask-rcnn/docs/zh.md
  • phases/04-computer-vision/08-instance-segmentation-mask-rcnn/outputs/prompt-instance-vs-semantic-router_zh.md
  • phases/04-computer-vision/08-instance-segmentation-mask-rcnn/outputs/skill-mask-rcnn-head-swapper_zh.md
  • phases/04-computer-vision/09-image-generation-gans/docs/zh.md
  • phases/04-computer-vision/09-image-generation-gans/outputs/prompt-gan-training-triage_zh.md
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  • phases/04-computer-vision/10-image-generation-diffusion/docs/zh.md
  • phases/04-computer-vision/10-image-generation-diffusion/outputs/prompt-diffusion-sampler-picker_zh.md
  • phases/04-computer-vision/10-image-generation-diffusion/outputs/skill-noise-schedule-designer_zh.md
  • phases/04-computer-vision/11-stable-diffusion/docs/zh.md
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  • phases/04-computer-vision/12-video-understanding/docs/zh.md
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  • phases/04-computer-vision/13-3d-vision-nerf/docs/zh.md
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  • phases/04-computer-vision/15-real-time-edge/docs/zh.md
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  • phases/05-nlp-foundations-to-advanced/12-text-summarization/outputs/skill-summary-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/13-question-answering/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/13-question-answering/outputs/skill-qa-architect_zh.md
  • phases/05-nlp-foundations-to-advanced/14-information-retrieval-search/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/14-information-retrieval-search/outputs/skill-retrieval-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/15-topic-modeling/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/15-topic-modeling/outputs/skill-topic-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/16-text-generation-pre-transformer/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/16-text-generation-pre-transformer/outputs/prompt-lm-baseline_zh.md
  • phases/05-nlp-foundations-to-advanced/17-chatbots-rule-to-neural/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/17-chatbots-rule-to-neural/outputs/skill-chatbot-architect_zh.md
  • phases/05-nlp-foundations-to-advanced/18-multilingual-nlp/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/18-multilingual-nlp/outputs/skill-multilingual-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/19-subword-tokenization/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/19-subword-tokenization/outputs/skill-tokenizer-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/20-structured-outputs-constrained-decoding/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/20-structured-outputs-constrained-decoding/outputs/skill-structured-output-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/21-nli-textual-entailment/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/21-nli-textual-entailment/outputs/skill-nli-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/22-embedding-models-deep-dive/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/22-embedding-models-deep-dive/outputs/skill-embedding-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/23-chunking-strategies-rag/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/23-chunking-strategies-rag/outputs/skill-chunker_zh.md
  • phases/05-nlp-foundations-to-advanced/24-coreference-resolution/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/24-coreference-resolution/outputs/skill-coref-picker_zh.md
  • phases/05-nlp-foundations-to-advanced/25-entity-linking/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/25-entity-linking/outputs/skill-entity-linker_zh.md
  • phases/05-nlp-foundations-to-advanced/26-relation-extraction-kg/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/26-relation-extraction-kg/outputs/skill-re-designer_zh.md
  • phases/05-nlp-foundations-to-advanced/27-llm-evaluation-frameworks/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/27-llm-evaluation-frameworks/outputs/skill-eval-architect_zh.md
  • phases/05-nlp-foundations-to-advanced/28-long-context-evaluation/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/28-long-context-evaluation/outputs/skill-long-context-eval_zh.md
  • phases/05-nlp-foundations-to-advanced/29-dialogue-state-tracking/docs/zh.md
  • phases/05-nlp-foundations-to-advanced/29-dialogue-state-tracking/outputs/skill-dst-designer_zh.md
  • phases/06-speech-and-audio/01-audio-fundamentals/docs/zh.md
  • phases/06-speech-and-audio/01-audio-fundamentals/outputs/skill-audio-loader_zh.md
  • phases/06-speech-and-audio/02-spectrograms-mel-features/docs/zh.md
  • phases/06-speech-and-audio/02-spectrograms-mel-features/outputs/skill-feature-extractor_zh.md
  • phases/06-speech-and-audio/03-audio-classification/docs/zh.md
  • phases/06-speech-and-audio/03-audio-classification/outputs/skill-classifier-designer_zh.md
  • phases/06-speech-and-audio/04-speech-recognition-asr/docs/zh.md
  • phases/06-speech-and-audio/04-speech-recognition-asr/outputs/skill-asr-picker_zh.md
  • phases/06-speech-and-audio/05-whisper-architecture-finetuning/docs/zh.md
  • phases/06-speech-and-audio/05-whisper-architecture-finetuning/outputs/skill-whisper-tuner_zh.md
  • phases/06-speech-and-audio/06-speaker-recognition-verification/docs/zh.md
  • phases/06-speech-and-audio/06-speaker-recognition-verification/outputs/skill-speaker-verifier_zh.md
  • phases/06-speech-and-audio/07-text-to-speech/docs/zh.md
  • phases/06-speech-and-audio/07-text-to-speech/outputs/skill-tts-designer_zh.md
  • phases/06-speech-and-audio/08-voice-cloning-conversion/docs/zh.md
  • phases/06-speech-and-audio/08-voice-cloning-conversion/outputs/skill-voice-cloner_zh.md
  • phases/06-speech-and-audio/09-music-generation/docs/zh.md
  • phases/06-speech-and-audio/09-music-generation/outputs/skill-music-designer_zh.md
  • phases/06-speech-and-audio/10-audio-language-models/docs/zh.md
  • phases/06-speech-and-audio/10-audio-language-models/outputs/skill-alm-picker_zh.md
  • phases/06-speech-and-audio/11-real-time-audio-processing/docs/zh.md
  • phases/06-speech-and-audio/11-real-time-audio-processing/outputs/skill-realtime-pipeline_zh.md
  • phases/06-speech-and-audio/12-voice-assistant-pipeline/docs/zh.md
  • phases/06-speech-and-audio/12-voice-assistant-pipeline/outputs/skill-voice-assistant-architect_zh.md
  • phases/06-speech-and-audio/13-neural-audio-codecs/docs/zh.md
  • phases/06-speech-and-audio/13-neural-audio-codecs/outputs/skill-codec-picker_zh.md
  • phases/06-speech-and-audio/14-voice-activity-detection-turn-taking/docs/zh.md
  • phases/06-speech-and-audio/14-voice-activity-detection-turn-taking/outputs/skill-vad-tuner_zh.md
  • phases/06-speech-and-audio/15-streaming-speech-to-speech-moshi-hibiki/docs/zh.md

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