[FreeCourseSite com] Udemy - Deployment of Machine Learning Models in Production Python
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.ME].url | 122 B |
| 0. Websites you may like/[FCS Forum].url | 133 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/001 Welcome.en.srt | 6.16 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/001 Welcome.mp4 | 42.59 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/002 Introduction.en.srt | 5.95 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/002 Introduction.mp4 | 35.75 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/003 DO NOT SKIP IT _ Download Working Files.html | 1.85 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/003 Sentiment-Classification-using-BERT.zip | 326.88 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/004 What is BERT.en.srt | 8.5 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/004 What is BERT.mp4 | 45.28 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/005 What is ktrain.en.srt | 6.82 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/005 What is ktrain.mp4 | 32.84 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/006 Going Deep Inside ktrain Package.en.srt | 6.86 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/006 Going Deep Inside ktrain Package.mp4 | 31.32 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/007 Notebook Setup.en.srt | 3.24 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/007 Notebook Setup.mp4 | 7.15 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/008 Must Read.html | 1.72 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/009 Installing ktrain.en.srt | 6.84 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/009 Installing ktrain.mp4 | 29.94 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/010 Loading Dataset.en.srt | 6.53 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/010 Loading Dataset.mp4 | 20.23 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/011 Train-Test Split and Preprocess with BERT.en.srt | 11.94 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/011 Train-Test Split and Preprocess with BERT.mp4 | 51.43 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/012 BERT Model Training.en.srt | 15.08 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/012 BERT Model Training.mp4 | 56.84 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/013 Testing Fine Tuned BERT Model.en.srt | 7.04 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/013 Testing Fine Tuned BERT Model.mp4 | 21.04 MB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/014 Saving and Loading Fine Tuned Model.en.srt | 10.51 KB |
| 01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/014 Saving and Loading Fine Tuned Model.mp4 | 25.46 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/015 Fine-Tuning-BERT-for-Disaster-Tweets-Classification.zip | 2.55 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/015 Resources Folder.html | 926 B |
| 02 Fine Tuning BERT for Disaster Tweets Classification/016 BERT Intro - Disaster Tweets Dataset Understanding.en.srt | 14.16 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/016 BERT Intro - Disaster Tweets Dataset Understanding.mp4 | 109.8 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/017 Download Dataset.en.srt | 5.47 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/017 Download Dataset.mp4 | 29.73 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/018 Target Class Distribution.en.srt | 8.58 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/018 Target Class Distribution.mp4 | 31.48 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/019 Number of Characters Distribution in Tweets.en.srt | 14.58 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/019 Number of Characters Distribution in Tweets.mp4 | 83.53 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/020 Number of Words, Average Words Length, and Stop words Distribution in Tweets.en.srt | 8.35 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/020 Number of Words, Average Words Length, and Stop words Distribution in Tweets.mp4 | 41 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/021 Most and Least Common Words.en.srt | 8.73 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/021 Most and Least Common Words.mp4 | 43.39 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/022 One-Shot Data Cleaning.en.srt | 6.24 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/022 One-Shot Data Cleaning.mp4 | 32.03 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/023 Disaster Words Visualization with Word Cloud.en.srt | 5.95 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/023 Disaster Words Visualization with Word Cloud.mp4 | 42.16 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/024 Classification with TFIDF and SVM.en.srt | 9.79 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/024 Classification with TFIDF and SVM.mp4 | 44.18 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/025 Classification with Word2Vec and SVM.en.srt | 11.06 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/025 Classification with Word2Vec and SVM.mp4 | 52.89 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/026 Word Embeddings and Classification with Deep Learning Part 1.en.srt | 11.28 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/026 Word Embeddings and Classification with Deep Learning Part 1.mp4 | 52.87 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/027 Word Embeddings and Classification with Deep Learning Part 2.en.srt | 14.12 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/027 Word Embeddings and Classification with Deep Learning Part 2.mp4 | 73.57 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/028 BERT Model Building and Training.en.srt | 10.85 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/028 BERT Model Building and Training.mp4 | 55.15 MB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/029 BERT Model Evaluation.en.srt | 13.12 KB |
| 02 Fine Tuning BERT for Disaster Tweets Classification/029 BERT Model Evaluation.mp4 | 58.43 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/030 DistilBERT-App.zip | 235.25 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/030 Sentiment-Classification-using-DistilBERT.zip | 10.48 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/030 What is DistilBERT_.en.srt | 12.53 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/030 What is DistilBERT_.mp4 | 74.05 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/031 Notebook Setup.en.srt | 7.07 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/031 Notebook Setup.mp4 | 24.38 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/032 Data Preparation.en.srt | 12.66 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/032 Data Preparation.mp4 | 54.61 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/033 DistilBERT Model Training.en.srt | 11.63 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/033 DistilBERT Model Training.mp4 | 41.6 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/034 Save Model at Google Drive.en.srt | 6.96 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/034 Save Model at Google Drive.mp4 | 22.76 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/035 Model Evaluation.en.srt | 4.57 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/035 Model Evaluation.mp4 | 14.91 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/036 Download Fine Tuned DistilBERT Model.en.srt | 2.04 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/036 Download Fine Tuned DistilBERT Model.mp4 | 4.89 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/037 Flask App Preparation.en.srt | 2.09 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/037 Flask App Preparation.mp4 | 6.24 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/038 Run Your First Flask Application.en.srt | 11.04 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/038 Run Your First Flask Application.mp4 | 32.38 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/039 Predict Sentiment at Your Local Machine.en.srt | 7.22 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/039 Predict Sentiment at Your Local Machine.mp4 | 21.88 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/040 Build Predict API.en.srt | 13.61 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/040 Build Predict API.mp4 | 56.18 MB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/041 Deploy DistilBERT Model at Your Local Machine.en.srt | 20.1 KB |
| 03 DistilBERT _ Faster and Cheaper BERT model from Hugging Face/041 Deploy DistilBERT Model at Your Local Machine.mp4 | 69.47 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/042 Create AWS Account.en.srt | 9.35 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/042 Create AWS Account.mp4 | 36.62 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/043 Create Free Windows EC2 Instance.en.srt | 7.92 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/043 Create Free Windows EC2 Instance.mp4 | 47.68 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/044 Connect EC2 Instance from Windows 10.en.srt | 9.33 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/044 Connect EC2 Instance from Windows 10.mp4 | 52.49 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/045 Install Python on EC2 Windows 10.en.srt | 4.3 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/045 Install Python on EC2 Windows 10.mp4 | 15.78 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/046 Install TensorFlow 2 and KTRAIN.en.srt | 14.71 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/046 Install TensorFlow 2 and KTRAIN.mp4 | 66.57 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/047 Run Your First Flask Application on AWS EC2.en.srt | 10.46 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/047 Run Your First Flask Application on AWS EC2.mp4 | 29.13 MB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/048 Transfer DistilBERT Model to EC2 Flask Server.en.srt | 6.04 KB |
| 04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/048 Transfer DistilBERT Model to EC2 Flask Server.mp4 | 24.44 MB |
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