https://passgenai.com/ weekly 1 https://passgenai.com/certifications/ weekly 1 https://passgenai.com/mock-tests/ weekly 0.7 https://passgenai.com/pricing/ monthly 0.8 https://passgenai.com/nvidia-certifications/ weekly 1 https://passgenai.com/nvidia-certifications/cost/ monthly 0.9 https://passgenai.com/nvidia-certifications/path/ monthly 0.9 https://passgenai.com/nvidia-certifications/worth-it/ monthly 0.8 https://passgenai.com/nvidia-certifications/free-courses/ monthly 0.8 https://passgenai.com/nvidia-certifications/vouchers/ monthly 0.8 https://passgenai.com/about/ monthly 0.5 https://passgenai.com/contact/ yearly 0.4 https://passgenai.com/legal/disclaimer/ yearly 0.3 https://passgenai.com/legal/terms/ yearly 0.3 https://passgenai.com/legal/privacy/ yearly 0.3 https://passgenai.com/legal/refunds/ yearly 0.3 https://passgenai.com/certifications/nvidia/ weekly 0.9 https://passgenai.com/certifications/nvidia/nca-genl/ weekly 0.9 https://passgenai.com/certifications/nvidia/nca-genl/study-guide/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genl/course/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genl/practice/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genl/mock-test/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genl/cheatsheet/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genl/course/coverage/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genl/course/glossary/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/measurement/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/weights/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/infrastructure/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/efficiency/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/control/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/threads/core-concepts/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m10-experimentation/ab-testing-an-llm-feature-in-production/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/access-control-and-permissions-in-rag-retrieval/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/ai-energy-use-carbon-and-efficient-inference/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/autoregressive-generation-how-llms-produce-text/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/bag-of-words-tf-idf-and-n-grams/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/batching-for-inference-static-dynamic-continuous/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/bertscore-and-embedding-based-evaluation-metrics/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/bias-in-ai-sources-measurement-and-mitigation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/bleu-vs-rouge-vs-exact-match/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/bm25-sparse-retrieval-and-keyword-search/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/bpe-vs-wordpiece-vs-sentencepiece/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/catastrophic-forgetting-when-fine-tuning-an-llm/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/chain-of-thought-prompting-when-it-helps-and-misleads/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/choosing-a-model-adaptation-strategy-under-constraints/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m08-data-analysis/choosing-the-right-chart-histogram-box-plot-scatter-heatmap/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m06-document-ingestion/chunking-strategies-for-rag-fixed-recursive-semantic/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/context-assembly-and-lost-in-the-middle/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/context-window-what-it-is-and-how-to-budget-it/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/cross-entropy-loss-explained/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/cross-validation-k-fold-stratified-and-when-not-to-use-it/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/data-privacy-consent-and-why-model-weights-cannot-forget/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m08-data-analysis/data-quality-problems-label-noise-leakage-imbalance-drift/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/debugging-rag-retrieval-vs-generation-failure/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m06-document-ingestion/deduplication-and-corpus-cleaning-for-rag/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/dense-retrieval-with-embeddings/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/deploying-with-nvidia-triton-inference-server-and-nim/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/distributed-training-data-parallelism-allreduce-nccl/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m06-document-ingestion/document-parsing-for-rag-pdfs-tables-silent-failures/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/dot-product-and-cosine-similarity/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/encoder-decoder-vs-decoder-only-bert-gpt-t5/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/error-analysis-turning-failures-into-a-fix-list/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m08-data-analysis/exploratory-data-analysis-on-a-text-corpus/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m0-prerequisites/gb-vs-gib-units-and-order-of-magnitude-estimation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/gpu-memory-requirements-for-training-an-llm/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/gradient-descent-and-backpropagation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/grounding-citations-and-saying-i-dont-know/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m0-prerequisites/how-gpus-work-and-what-happens-during-training/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/how-to-build-an-llm-evaluation-set/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m03-embeddings/how-to-choose-an-embedding-model/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/how-to-choose-an-evaluation-metric/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/how-to-count-tokens-tokens-are-not-words/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m08-data-analysis/how-to-curate-a-dataset-for-an-llm-task/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/how-to-get-structured-json-output-from-an-llm/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/how-to-read-an-ai-research-paper-and-track-trends/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/how-to-structure-a-prompt-instruction-context-format/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m03-embeddings/how-to-test-retrieval-quality-by-hand/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/human-evaluation-rubrics-and-inter-annotator-agreement/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/hybrid-search-combining-keyword-and-vector-retrieval/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/keeping-a-vector-index-fresh-re-embedding-migration/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/kv-cache-why-llm-generation-is-memory-bound/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/latency-and-throughput-ttft-tokens-per-second-p95/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/limits-of-embedding-search-negation-recency-authority/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m0-prerequisites/linear-algebra-for-llms-dot-product-and-shapes/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/llm-as-a-judge-how-it-works-and-where-it-fails/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/llm-cost-per-million-tokens-per-request-per-month/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/lora-and-parameter-efficient-fine-tuning-peft/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/monitoring-an-llm-in-production-and-detecting-drift/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/multi-turn-chat-history-and-query-rewriting/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/numeric-precision-fp32-tf32-fp16-bf16-int8/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/nvidia-four-pillars-of-trustworthy-ai/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/nvidia-nemo-guardrails-and-content-moderation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m08-data-analysis/nvidia-rapids-cudf-cuml-cugraph-gpu-data-science/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/onnx-tensorrt-vs-tensorrt-llm-compiling-for-inference/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/pagedattention-and-vllm-explained/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/parameters-and-where-knowledge-lives/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/perplexity-what-it-measures-and-what-it-misses/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/positional-encoding-transformers-word-order/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/pretraining-vs-continued-pretraining-vs-instruction-tuning/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m0-prerequisites/probability-basics-distributions-variance-expectation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/prompt-injection-and-indirect-injection-through-rag/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/prompt-templates-versioning-and-testing/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/prompt-vs-rag-vs-fine-tuning-first-decision-rule/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/prompt-vs-rag-vs-fine-tuning-the-full-decision-rule/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m10-experimentation/public-benchmarks-glue-mmlu-and-data-contamination/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/quantization-ptq-vs-qat-recovering-accuracy/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/rag-evaluation-metrics-faithfulness-relevance-context-recall/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m06-document-ingestion/rag-metadata-what-to-embed-vs-what-to-return/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m12-model-deployment/reading-loss-curves-to-diagnose-a-training-run/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m10-experimentation/regression-testing-an-llm-system-in-ci-cd/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/reproducibility-why-temperature-0-is-not-deterministic/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/reranking-with-a-cross-encoder/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/reward-models-reward-hacking-and-preference-data/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/rlhf-reinforcement-learning-from-human-feedback-explained/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/sample-size-and-statistical-significance-in-llm-evaluation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/scaling-an-llm-evaluation-set-to-100-items/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/self-attention-and-quadratic-context-cost/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m0-prerequisites/setting-up-google-colab-and-jupyter-notebooks/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/stemming-vs-lemmatization-and-stop-words/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m11-fine-tuning/supervised-fine-tuning-sft-what-it-can-and-cannot-change/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m04-transformer-architecture/temperature-top-k-top-p-greedy-decoding/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/tensors-shapes-and-the-triple/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/the-complete-rag-pipeline-stage-by-stage/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m03-embeddings/token-vs-sentence-and-document-embeddings/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/tokens-vocabulary-and-subword-tokenization/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/train-validation-and-test-splits/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/transparency-explainability-and-model-cards/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m13-trustworthy-ai/trustworthy-ai-checklist-for-an-llm-service/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m03-embeddings/vector-arithmetic-and-word-analogies-word2vec/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/vector-databases-and-ann-indexes-hnsw-ivf/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m01-llm-foundations/what-a-language-model-is-trained-to-do/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m03-embeddings/what-text-embeddings-are-dense-vectors/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m07-retrieval-augmented-generation/when-rag-is-the-wrong-tool/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m09-model-evaluation-metrics/why-llms-hallucinate-types-of-hallucination/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m02-tokenization/why-text-must-be-converted-to-numbers/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m10-experimentation/zero-shot-and-few-shot-capability-testing/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genl/course/m05-prompt-engineering/zero-shot-vs-few-shot-prompting-in-context-learning/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/ weekly 0.9 https://passgenai.com/certifications/nvidia/nca-genm/study-guide/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genm/course/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genm/practice/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genm/mock-test/ weekly 0.8 https://passgenai.com/certifications/nvidia/nca-genm/cheatsheet/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genm/course/coverage/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genm/course/glossary/ monthly 0.6 https://passgenai.com/certifications/nvidia/nca-genm/course/threads/generative-pipeline/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/threads/multimodal-measurement/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/threads/compute-efficiency/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/threads/trust-and-safety/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/application-patterns-rag-chatbots-summarizers-multimodal-data/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/attention-maps-explainability-debugging-multimodal/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/autoencoders-and-anomaly-detection-across-modalities/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/choosing-the-right-chart-and-avoiding-misleading-visuals/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/clip-plus-diffusion-text-to-image-pipeline/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/clip-shared-multimodal-embedding-spaces/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m7-trustworthy-ai/content-authenticity-provenance-watermarking-and-deepfake-detection/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/controlling-diffusion-output-with-context-embeddings/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/conversational-ai-on-riva-asr-nlp-llm-tts-pipelines/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/convolutions-and-the-building-blocks-of-vision-models/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/data-cleaning-missing-values-outliers-scaling-encoding/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/data-modalities-and-making-them-neural-network-ready/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m7-trustworthy-ai/data-privacy-vs-data-consent-in-multimodal-generative-ai/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/deep-learning-frameworks-tensorflow-pytorch-and-keras/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/diffusion-models-forward-reverse-denoising-ddpm/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/energy-efficiency-tensorrt-triton-inference-optimization/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m7-trustworthy-ai/ethical-principles-of-trustworthy-ai-in-multimodal-generative-systems/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/evaluation-metrics-by-task-classification-to-rag/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/experiment-design-one-variable-at-a-time-fixed-evaluation-sets/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/explainability-and-testing-data-model-quality-consistency/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/exploratory-data-analysis-descriptive-statistics-correlation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/fid-frechet-inception-distance-lower-is-better/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/gans-generator-discriminator-min-max-game/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m7-trustworthy-ai/hallucination-grounding-guardrails-and-a-multimodal-trustworthy-ai-checklist/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/handling-missing-or-incomplete-modalities/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/hyperparameter-tuning-grid-random-bayesian-search/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/identifying-relationships-trends-and-confounding-factors/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/machine-learning-fundamentals-paradigms-and-cross-validation/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m3-experimentation/managing-and-preprocessing-multimodal-data-from-multiple-sources/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m7-trustworthy-ai/minimizing-bias-disaggregated-evaluation-across-modalities/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/mixed-precision-training-fp16-fp32-loss-scaling-tensor-cores/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/model-comparison-metrics-accuracy-precision-recall-f1-roc-auc/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/model-fusion-and-orchestration-early-intermediate-and-late-fusion/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/model-fusion-in-depth-early-intermediate-late-fusion-tradeoffs/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/multimodal-loss-functions-cross-entropy-contrastive-and-composite/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/multimodal-transfer-learning-pretrained-encoders-and-peft/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/neural-network-basics-neurons-activations-and-the-training-loop/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/neural-network-pruning-structured-vs-unstructured/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/nonsequential-networks-and-residual-connections/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/nvidia-sdks-nemo-riva-triton-ace-cudnn/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/overfitting-underfitting-and-the-bias-variance-tradeoff/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m2-data-analysis/preparing-multimodal-data-augmentation-and-ocr/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/prompt-engineering-and-software-quality-practices/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/prompt-engineering-fundamentals-and-emerging-multimodal-trends/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m4-multimodal-data/python-multimodal-tooling-numpy-spacy-keras-vector-databases/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/quantization-ptq-vs-qat-for-multimodal-encoders/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/text-to-image-service-end-to-end/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m1-core-machine-learning/training-stability-in-multimodal-settings/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m5-performance-optimization/transfer-learning-for-efficiency/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/u-net-architecture-encoder-decoder-skip-connections/ monthly 0.7 https://passgenai.com/certifications/nvidia/nca-genm/course/m6-software-development/u-net-as-diffusion-backbone-and-autoencoder/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/ weekly 0.9 https://passgenai.com/certifications/nvidia/ncp-aai/study-guide/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-aai/course/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-aai/practice/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-aai/mock-test/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-aai/cheatsheet/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-aai/course/coverage/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-aai/course/glossary/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-aai/course/threads/resilience/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/threads/memory-and-grounding/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/threads/nvidia-stack/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/threads/oversight/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/adapting-reasoning-from-prior-experience-and-feedback/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/agent-architecture-styles-reactive-deliberative-hybrid/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/analyzing-results-to-guide-targeted-optimization/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m8-run/automated-agent-policy-versioning-tool-contracts-and-prompt-versions/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/balancing-deployment-cost-against-high-availability/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m6-knowledge-integration/beyond-vector-rag-graphrag-hybridrag-and-agentic-rag/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/building-custom-tools-apis-and-functions-for-agents/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/designing-the-human-agent-interface-as-the-oversight-surface/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m6-knowledge-integration/etl-and-data-quality-for-the-knowledge-an-agent-retrieves/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/evaluation-pipelines-and-task-benchmarks/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/hitl-techniques-supervised-learning-rlhf-and-active-learning/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/human-in-the-loop-benefits-and-drawbacks/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/human-oversight-and-intervention-points/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/integrating-multimodal-generative-models-text-vision-audio/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/intuitive-ui-as-the-oversight-surface/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/knowledge-graphs-for-relational-multi-hop-reasoning/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m9-safety/layered-safety-frameworks-filters-and-escalation/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m9-safety/licensing-and-regulatory-compliance-eu-ai-act/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m8-run/logs-errors-anomalies-and-per-step-tracing-for-agents/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/memory-as-an-architectural-concern-short-term-long-term/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/memory-taxonomy-short-term-long-term-episodic-semantic-procedural/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m9-safety/mitigating-bias-and-toxicity-in-agent-outputs/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/mlops-and-governance-ci-cd-monitoring-and-audit/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m8-run/monitoring-dashboards-and-reliability-metrics-for-deployed-agents/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/multi-agent-orchestration-topologies/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/multimodal-input-pipelines-on-nvidia-hardware/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/nemo-agent-toolkit-framework-agnostic-orchestration/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/nemo-guardrails-as-a-first-class-platform-component/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m9-safety/nemo-guardrails-five-rail-stages/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/nim-inference-endpoint-latency-budgets-and-failure-handling/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/nvidia-agentic-stack-end-to-end/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/observability-for-evaluation-tracing-an-agent-run-step-by-step/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m8-run/online-task-success-regression-benchmarking-a-live-agent/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m9-safety/pii-agentic-security-and-audit-trails/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/planning-strategies-the-five-directions/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/profiling-performance-and-reliability-under-distributed-load/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/profiling-vs-evaluation-two-different-questions/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/prompt-chains-dynamic-branching-agent-decision-refinement/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m6-knowledge-integration/rag-fundamentals-the-canonical-retrieval-pipeline/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/react-interleaving-reasoning-and-acting/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m6-knowledge-integration/real-time-reasoning-over-structured-and-unstructured-knowledge/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/reasoning-frameworks-chain-of-thought-and-task-decomposition/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/retry-vs-circuit-breaker-resilience-patterns/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/scaling-with-containers-kubernetes-and-load-balancing/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/stateful-orchestration-where-memory-and-planning-meet/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/streaming-conversation-flows-and-real-time-feedback/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/structured-feedback-and-the-data-flywheel/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/structured-feedback-loops-for-iterative-improvement/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m1-agent-architecture/structuring-multi-step-reasoning-logic-trees-prompt-chains/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/tensorrt-llm-and-triton-inference-server-for-latency-reduction/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m3-evaluation/the-accuracy-vs-latency-trade-off/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m2-agent-development/the-retry-pattern-transient-faults-backoff-idempotency/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m4-deployment/the-serving-stack-nim-tensorrt-llm-triton-and-kubernetes/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m10-human-ai-interaction/transparency-and-decision-traceability/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m7-nvidia-platform-implementation/tuning-nim-for-gpu-throughput-batching-tensorrt-llm-vllm/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m8-run/uptime-transparency-and-trust-in-live-agent-deployments/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m6-knowledge-integration/vector-databases-and-approximate-nearest-neighbor-retrieval/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-aai/course/m5-cognition/why-agents-need-memory-the-stateless-llm-problem/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/ weekly 0.9 https://passgenai.com/certifications/nvidia/ncp-genl/study-guide/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-genl/course/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-genl/practice/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-genl/mock-test/ weekly 0.8 https://passgenai.com/certifications/nvidia/ncp-genl/cheatsheet/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-genl/course/coverage/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-genl/course/glossary/ monthly 0.6 https://passgenai.com/certifications/nvidia/ncp-genl/course/threads/model-efficiency/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/threads/adaptation-strategy/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/threads/regression-measurement/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/threads/guardrail-limits/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m5-fine-tuning/alignment-sft-rlhf-dpo-grpo-which-needs-a-reward-model/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m1-llm-architecture/architecture-families-encoder-only-decoder-only-encoder-decoder/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m9-production-monitoring/automated-model-retraining-tuning-and-versioning/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m6-evaluation/benchmarking-and-scalable-evaluation-frameworks/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m10-safety/bias-fairness-auditing-disaggregated-evaluation/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m6-evaluation/bleu-vs-rouge-vs-meteor/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m2-prompt-engineering/causal-language-modeling-training-objective-behind-generation/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m2-prompt-engineering/chain-of-thought-prompting-and-prompt-templates-for-specialized-data/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m2-prompt-engineering/choosing-prompting-vs-rag-vs-fine-tuning-under-a-stated-constraint/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m8-model-deployment/concurrent-model-execution-and-instance-groups/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m8-model-deployment/containerization-kubernetes-and-multi-instance-gpu/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m5-fine-tuning/contrastive-loss-for-embeddings/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m9-production-monitoring/data-drift-vs-concept-drift-in-production-llms/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m3-data-preparation/dataset-cleaning-deduplication-imbalance-and-nemo-curator/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m8-model-deployment/dynamic-batching-vs-sequence-batching-in-dynamo-triton/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m5-fine-tuning/early-stopping-and-fine-tuning-impact-assessment/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m1-llm-architecture/embeddings-extraction-encoder-decoder-models-cosine-similarity/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/encoder-foundation-models-masked-language-modeling/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m3-data-preparation/exploratory-data-analysis-before-fine-tuning-five-step-checklist/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m3-data-preparation/formatting-datasets-for-pretraining-finetuning-and-rag/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/gradient-accumulation-and-effective-batch-size/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m10-safety/guardrails-topical-safety-content-security-rails/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m10-safety/hallucination-mitigation-rag-grounding-constrained-decoding/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m2-prompt-engineering/in-context-learning-zero-shot-one-shot-few-shot-prompting/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/knowledge-distillation-distilbert-trio/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/kv-caching-primary-latency-lever/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m9-production-monitoring/latency-percentiles-throughput-and-error-rate/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m6-evaluation/llm-as-a-judge-human-in-the-loop-review-and-error-analysis/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m9-production-monitoring/logging-anomaly-detection-and-root-cause-analysis-for-llm-serving/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m5-fine-tuning/lora-vs-adapters-vs-p-tuning-parameter-efficient-fine-tuning/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m10-safety/measuring-guardrail-effectiveness-latency-false-positive-tradeoffs/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/memory-sharding-fsdp-and-zero/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/mixed-precision-and-tensor-cores-for-llm-training/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m8-model-deployment/model-type-compute-tradeoffs-encoder-decoder/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m1-llm-architecture/multi-head-attention-positional-encoding-and-layer-normalization/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m8-model-deployment/nvidia-nim-llm-serving-container-tensorrt-llm-backend/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m9-production-monitoring/offline-eval-set-regression-benchmarking-against-prior-versions/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m2-prompt-engineering/output-control-constrained-decoding-and-validation-wrappers/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m1-llm-architecture/output-sampling-decoders-greedy-beam-temperature-top-k-top-p/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/parallelism-families-data-tensor-pipeline-sequence-context-expert/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m6-evaluation/perplexity-what-it-measures-and-where-it-does-not-apply/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/profiling-and-troubleshooting-with-nsight/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/pruning-structured-2-4-sparsity/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/quantization-ptq-vs-qat-vs-gptq/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m6-evaluation/rag-evaluation-faithfulness-answer-relevancy-context-precision-recall/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m10-safety/responsible-ai-monitoring-and-compliance/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m1-llm-architecture/scaled-dot-product-attention-qkv-and-the-root-dk-scale/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m4-model-optimization/streaming-attention-tensorrt-runtime-optimization/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m3-data-preparation/subword-tokenization-bpe-vs-wordpiece/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m7-gpu-acceleration/tensor-parallelism-vs-pipeline-parallelism/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m3-data-preparation/vocabulary-size-tradeoff-and-perplexity-comparability/ monthly 0.7 https://passgenai.com/certifications/nvidia/ncp-genl/course/m5-fine-tuning/when-to-fine-tune-a-new-skill-style-or-behavior/ monthly 0.7