[FreeCourseSite.com] Udemy - Deployment of Machine Learning Models in Production Python
大小4.04 GB
文件数174
Info Hash:B5C42D70C16315F148F0BB9C45291D5E488FBAEF
收录时间2026-01-03 07:15:20
更新时间2026-01-03 07:15:20
文件列表 (174)
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01 BERT _ Sentiment Prediction _ Multi Class Prediction Problem/001 Welcome.en.srt
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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
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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
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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
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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
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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
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02 Fine Tuning BERT for Disaster Tweets Classification/016 BERT Intro - Disaster Tweets Dataset Understanding.en.srt
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
04 Deploy Your DistilBERT ML Model at AWS EC2 Windows Machine with Flask/049 Deploy ML Model on EC2 Server.en.srt
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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.en.srt
17.73 KB
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.en.srt
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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.en.srt
9.35 KB
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.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
16.49 KB
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.en.srt
13.75 KB
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.en.srt
13.7 KB
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.en.srt
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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/060 NGINX-uWSGI-and-Flask-Installation-Guide-Jupyter-Notebook.zip
86.6 KB
06 Deploy Robust and Secure Production Server with NGINX, uWSGI, and Flask/061 Virtual Environment Setup.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
8.92 KB
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.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
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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 FastText-App.zip
18.54 MB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/069 FastText-Multi-Label-Text-Classification.zip
4.49 KB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/069 NGINX-uWSGI-and-Flask-Installation-Guide-Jupyter-Notebook.zip
95.39 KB
07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/069 What is Multi-Label Classification_.en.srt
11.57 KB
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.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
9.76 KB
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.en.srt
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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.en.srt
12.97 KB
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.en.srt
9.81 KB
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.en.srt
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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.en.srt
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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.en.srt
19.96 KB
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.en.srt
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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.en.srt
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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.en.srt
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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.en.srt
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07 Multi-Label Classification _ Deploy Facebook's FastText NLP Model in Production/083 Deploy FastText Model in Production with NGINX, uWSGI, and Flask.mp4