List: Deep Learning | Curated by Amy @GrabNGoInfo

Mar 2, 2023
17 stories
Deep Learning
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GrabNGoInfo
Top 10 Deep Learning Concept Interview Questions and AnswersNeural network model terms for data scientist and machine learning engineer interviews
Mar 2, 2023
Mar 2, 2023
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GrabNGoInfo
Top 10 NLP Concepts Interview Questions and AnswersNatural Language Processing (NLP) terms for data scientist and machine learning engineer interviews
Feb 22, 2023
Feb 22, 2023
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GrabNGoInfo
Transfer Learning for Text Classification Using PyTorchFine-tuning a pretrained transformer BERT model for customized sentiment analysis using PyTorch training loops
Feb 17, 2023
Feb 17, 2023
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GrabNGoInfo
Transfer Learning for Text Classification Using Hugging Face Transformers TrainerFine-tuning a pretrained transformer BERT model for customized sentiment analysis using transformer PyTorch Trainer from Hugging Face
Jan 24, 2023
Jan 24, 2023
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GrabNGoInfo
Customized Sentiment Analysis: Transfer Learning Using Tensorflow with Hugging FaceFine-tune a pretrained transformer model for customized sentiment analysis using TensorFlow Keras with Hugging Face
Jan 14, 2023
Jan 14, 2023
Amy @GrabNGoInfo
Sentiment Analysis: Hugging Face Zero-shot Model vs Flair Pre-trained ModelWhich pre-trained Natual Language Processing (NLP) model has better prediction accuracy for the sentiment analysis, Hugging Face or Flair?
Jan 8, 2023
Jan 8, 2023
Amy @GrabNGoInfo
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GrabNGoInfo
Zero-shot Topic Modeling with Deep Learning Using Python Hugging FaceTransformer-based zero-shot text classification model from Hugging Face for predicting NLP topic classes
Jan 4, 2023
Jan 4, 2023
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GrabNGoInfo
Create Beautiful AI Art Using Python KerasCV StableDiffusion on Google ColabUse text description to generate images in Google Colab and save the images in Google Drive
Dec 22, 2022
1
Dec 22, 2022
1
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Towards AI
Sentiment Analysis Without Modeling: TextBlob vs. VADER vs. FlairSentiment Prediction Accuracy Comparison
Feb 21, 2022
Feb 21, 2022
Amy @GrabNGoInfo
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GrabNGoInfo
Time Series Topic Tracking for Airbnb ReviewsTrack topic change over time using the Python package BERTopic
Nov 8, 2022
1
Nov 8, 2022
1
Amy @GrabNGoInfo
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GrabNGoInfo
Topic Modeling by Group Using Deep Learning in PythonTopics by category using the Python package BERTopic on Airbnb reviews
Nov 13, 2022
1
Nov 13, 2022
1
Amy @GrabNGoInfo
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GrabNGoInfo
Topic Modeling with Deep Learning Using Python BERTopicTransformer-based NLP topic modeling using the Python package BERTopic: modeling, prediction, and visualization
Oct 21, 2022
2
Oct 21, 2022
2
Amy @GrabNGoInfo
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GrabNGoInfo
Hyperparameter Tuning for BERTopic Model in PythonHyperparameter optimization for Transformer-based NLP topic modeling using the Python package BERTopic
Oct 28, 2022
2
Oct 28, 2022
2
Amy @GrabNGoInfo
Hierarchical Topic Model for Airbnb ReviewsExtracting topics and sub-topics hierarchical structure in Airbnb reviews using the Python package BERTopic
Nov 4, 2022
2
Nov 4, 2022
2
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GrabNGoInfo
Categorical Entity Embedding Using Python Tensorflow KerasEntity embedding for high cardinality categorical variables using Airbnb data
Dec 10, 2022
Dec 10, 2022
Amy @GrabNGoInfo
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Towards AI
Autoencoder For Anomaly Detection Using Tensorflow KerasAnomaly detection using an unsupervised deep learning model
Apr 24, 2022
Apr 24, 2022
Amy @GrabNGoInfo
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GrabNGoInfo
Neural Network Model Balanced Weight For Imbalanced Classification In KerasAdjusting the balanced weight for the cost function to give more attention to the minority class in a neural network model
May 14, 2022
May 14, 2022