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[FreeCourseSite.com] Udemy - Deployment of Machine Learning Models in Production Python
magnet:?xt=urn:btih:b5c42d70c16315f148f0bb9c45291d5e488fbaef&dn=[FreeCourseSite.com] Udemy - Deployment of Machine Learning Models in Production Python
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Hash值:
b5c42d70c16315f148f0bb9c45291d5e488fbaef
点击数:
191
文件大小:
3.79 GB
文件数量:
80
创建日期:
2021-5-17 15:34
最后访问:
2024-7-26 22:26
访问标签:
FreeCourseSite
com
Udemy
-
Deployment
of
Machine
Learning
Models
in
Production
Python
文件列表详情
01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/001 Welcome.mp4 42.59 MB
01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/002 Introduction.mp4 35.75 MB
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.mp4 32.84 MB
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.mp4 7.15 MB
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.mp4 20.23 MB
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.mp4 56.84 MB
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.mp4 25.46 MB
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.mp4 29.73 MB
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.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.mp4 41 MB
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.mp4 32.03 MB
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.mp4 44.18 MB
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.mp4 52.87 MB
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.mp4 55.15 MB
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 What is DistilBERT_.mp4 74.05 MB
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.mp4 54.61 MB
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.mp4 22.76 MB
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.mp4 4.89 MB
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.mp4 32.38 MB
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.mp4 56.18 MB
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.mp4 36.62 MB
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.mp4 52.49 MB
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.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.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.mp4 24.44 MB
04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/049 Deploy ML Model on EC2 Server.mp4 71 MB
04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/050 Make Your ML Model Accessible to the World.mp4 66.81 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/051 Install Git Bash and Commander Terminal on Local Computer.mp4 40.92 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/052 Create AWS Account.mp4 36.63 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/053 Launch Ubuntu Machine on EC2.mp4 31.39 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/054 Connect AWS Ubuntu (Linux) from Windows Computer.mp4 32.55 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/055 Install PIP3 on AWS Ubuntu.mp4 44.61 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/056 Update and Upgrade Your Ubuntu Packages.mp4 19.87 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/057 Install TensorFlow 2 and KTRAIN.mp4 93.58 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/058 Create Extra RAM from SSD by Memory Swapping.mp4 83.72 MB
05 Deploy Your DistilBERT ML Model at AWS Ubuntu (Linux) Machine with Flask/059 Deploy DistilBERT ML Model on EC2 Ubuntu Machine.mp4 44.2 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/060 NGINX Introduction.mp4 36.62 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/061 Virtual Environment Setup.mp4 57.7 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/062 Setting Up Flask Server.mp4 50.74 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/063 Setting Up uWSGI Server.mp4 101.74 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/064 Installing TensorFlow 2 and KTRAIN.mp4 56.08 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/065 Configuring uWSGI Server.mp4 32.86 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/066 Start API Services at System Startup.mp4 58.14 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/067 Configuring NGINX with uWSGI, and Flask Server.mp4 91.78 MB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/068 Congrats! You Have Deployed ML Model in Production.mp4 84.9 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/069 What is Multi-Label Classification_.mp4 32.74 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/070 FastText Research Paper Review.mp4 160.06 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/071 Notebook Setup.mp4 45.76 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/072 Data Preparation.mp4 67.42 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/073 FastText Model Training.mp4 38.62 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/074 FastText Model Evaluation and Saving at Google Drive.mp4 19.93 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/075 Creating Fresh Ubuntu Machine.mp4 59.3 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/076 Setting Python3 and PIP3 Alias.mp4 49.32 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/077 Creating 4GB Extra RAM by Memory Swapping.mp4 37.03 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/078 Making Your Server Ready.mp4 76.49 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/079 Preparing Prediction APIs.mp4 80.76 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/080 Testing Prediction API at Local Machine.mp4 40.22 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/081 Testing Prediction API at AWS Ubuntu Machine.mp4 77.45 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/082 Configuring uWSGI Server.mp4 58.27 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/083 Deploy FastText Model in Production with NGINX, uWSGI, and Flask.mp4 58.62 MB
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