University Of Colorado Boulder Deep Learning For Natural Language Processing 2025

[kingers]

1.35 GB | 00:11:05 | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
01-the perceptron.mp4 (22.44 MB)
02-the xor problem.mp4 (15.06 MB)
03-feedforward networks.mp4 (28.59 MB)
04-feedforward networks in nlp.mp4 (38.2 MB)
06-sentence embeddings with feedforward networks.mp4 (22.07 MB)
04-lstms and grus.mp4 (27.17 MB)
05-bidirectional recurrent neural networks.mp4 (14.8 MB)
06-hierarchical recurrent neural networks.mp4 (21 MB)
07-recurrent neural networks in python.mp4 (50.2 MB)
01-loss functions.mp4 (22.33 MB)
03-stochastic gradient descent.mp4 (29.34 MB)
01-the transformer model.mp4 (31.12 MB)
03-applications of the transformer model.mp4 (29.52 MB)
04-variants of the attention mechanism.mp4 (22.27 MB)
01-regularization.mp4 (36.91 MB)
02-optimizers.mp4 (18.73 MB)
03-efficient model training.mp4 (22.57 MB)
01-low resource settings in nlp.mp4 (41.76 MB)
02-pretraining finetuning.mp4 (49.69 MB)
03-popular pretrained language models gpt gpt 2.mp4 (49.7 MB)
04-popular pretrained masked language models bert co.mp4 (34.31 MB)
05-domain adaptation.mp4 (29.68 MB)
06-catastrophic forgetting.mp4 (21.02 MB)
01-what is multitask training.mp4 (23.5 MB)
02-parameter sharing for multitask training.mp4 (21.1 MB)
03-weighing of losses.mp4 (25.36 MB)
04-task combinations.mp4 (42.4 MB)
05-data augmentation.mp4 (48.64 MB)
06-popular multitask pretrained models.mp4 (24.31 MB)
01-what is crosslingual transfer.mp4 (23.37 MB)
03-zero shot one shot and few shot learning.mp4 (24.4 MB)
04-on suitable transfer languages.mp4 (34.39 MB)
05-popular multilingual pretrained models.mp4 (28.03 MB)
01-large language models and emergent abilities.mp4 (51.67 MB)
02-parameter efficient finetuning.mp4 (23.6 MB)
03-prompting prompt engineering and in context learning.mp4 (47.16 MB)
04-prompting challenges.mp4 (21.84 MB)
01-the limits of language only models.mp4 (25.02 MB)
02-popular pretrained language and vision models.mp4 (25.85 MB)
03-multimodality beyond vision.mp4 (30.55 MB)
01-hallucinations.mp4 (40.65 MB)
02-fairness and model alignment.mp4 (35.21 MB)
03-resource efficiency and knowledge distillation.mp4 (37.35 MB)
04-privacy.mp4 (26.49 MB)
05-interpretability.mp4 (39.07 MB)]
Screenshot

 https://rapidgator.net/file/e9124839170a18ee2605e219d3f9c44a/Coursera.-.University.Of.Colorado.Boulder.Deep.Learning.For.Natural.Language.Processing.2025..part1.rar
https://rapidgator.net/file/463ad5c8f6868b8f38d9d6e0b8bdef88/Coursera.-.University.Of.Colorado.Boulder.Deep.Learning.For.Natural.Language.Processing.2025..part2.rar