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Udemy - End to End Image Classification Web App Deploy in Cloud

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Category:

Other > Training

Language:

English

Total Size:

2.96 GB

Info Hash:

66e218d90e69f3b7f3b25115fb6696f6ab5df218

Added By:

tutsnode

Added:

11-04-2021 06:14

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403

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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/01 Introduction/001 Introduction.en.srt	3.06 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/01 Introduction/001 Introduction.mp4	31.45 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/01 Introduction/002 Installing Python.en.srt	4.50 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/01 Introduction/002 Installing Python.mp4	33.91 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/003 Download the Resources.html	940.00 B
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/003 skimage.zip	1.18 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/004 What is Image & Pixels.en.srt	5.94 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/004 What is Image & Pixels.mp4	20.20 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/005 Read Image in skimage.en.srt	5.04 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/005 Read Image in skimage.mp4	28.18 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/006 Split into rgb array.en.srt	8.95 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/006 Split into rgb array.mp4	53.02 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/007 Convert image into grayscale.en.srt	8.95 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/007 Convert image into grayscale.mp4	53.01 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/008 Image Histogram.en.srt	6.52 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/008 Image Histogram.mp4	44.04 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/009 Histogram Equalization.en.srt	4.89 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/009 Histogram Equalization.mp4	32.60 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/010 Resize Images to any shape.en.srt	4.96 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/02 Skimage/010 Resize Images to any shape.mp4	27.37 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/011 dataprepare-machinelearning-pipeline.zip	43.78 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/011 Download the Resources.html	1.02 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/012 What we will do _.en.srt	2.60 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/012 What we will do _.mp4	12.78 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/013 Understand the data what we have.en.srt	2.94 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/013 Understand the data what we have.mp4	25.30 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/014 Get all image filename in list in Python.en.srt	9.93 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/014 Get all image filename in list in Python.mp4	57.07 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/015 Labeling Images.en.srt	10.93 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/015 Labeling Images.mp4	75.98 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/016 Read all images from the folders and save in Pickle.en.srt	10.31 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/016 Read all images from the folders and save in Pickle.mp4	50.62 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/017 Visualize all images and labels.en.srt	15.99 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/03 Image Data Preparation/017 Visualize all images and labels.mp4	85.77 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/018 Import Python libraries and Installations.en.srt	5.87 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/018 Import Python libraries and Installations.mp4	30.31 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/019 Load the Data and split into train and test set.en.srt	5.78 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/019 Load the Data and split into train and test set.mp4	33.70 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/020 HOG Feature Extraction.en.srt	17.56 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/020 HOG Feature Extraction.mp4	133.19 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/021 RGB to Gray Transformer.en.srt	10.12 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/021 RGB to Gray Transformer.mp4	54.36 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/022 HOG Transformer.en.srt	17.16 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/022 HOG Transformer.mp4	104.23 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/023 Train SGD classifier.en.srt	16.83 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/023 Train SGD classifier.mp4	93.80 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/024 Model Evalution.en.srt	5.45 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/04 Machine Learning/024 Model Evalution.mp4	38.44 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/025 Pipeline Model.en.srt	8.40 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/025 Pipeline Model.mp4	49.87 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/026 Grid Search for Parameter Tuning.en.srt	15.32 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/026 Grid Search for Parameter Tuning.mp4	91.12 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/027 Best Estimator.en.srt	7.27 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/05 Grid Search for Best Hyper parameters/027 Best Estimator.mp4	42.00 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/028 Train Model and Save in pickle.en.srt	18.39 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/028 Train Model and Save in pickle.mp4	122.08 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/029 Make pipeline - Get the Prediction.en.srt	20.29 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/029 Make pipeline - Get the Prediction.mp4	140.74 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/030 Make pipeline - Decision Function.en.srt	16.58 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/030 Make pipeline - Decision Function.mp4	99.64 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/031 Make pipeline - pipeline model.en.srt	8.01 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/06 Make Pipeline/031 Make pipeline - pipeline model.mp4	58.61 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/032 Download the Resources.html	922.00 B
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/032 flask-app.zip	1.66 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/033 Start Flask App.en.srt	8.26 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/033 Start Flask App.mp4	43.49 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/034 Download Bootstrap & JQuery.en.srt	7.17 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/034 Download Bootstrap & JQuery.mp4	38.41 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/035 Import Bootstrap 4.en.srt	3.19 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/035 Import Bootstrap 4.mp4	19.05 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/036 Navigation Bar.en.srt	9.03 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/036 Navigation Bar.mp4	52.16 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/037 Footer.en.srt	4.03 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/037 Footer.mp4	19.92 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/038 Inheritance (Layout Page).en.srt	6.24 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/038 Inheritance (Layout Page).mp4	27.60 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/039 File Upload (Http Request).en.srt	11.82 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/039 File Upload (Http Request).mp4	64.53 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/040 Styling the Page with CSS.en.srt	11.79 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/040 Styling the Page with CSS.mp4	64.53 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/041 File Upload Backend Operations (Flask).en.srt	15.58 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/041 File Upload Backend Operations (Flask).mp4	104.58 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/042 Integrate Machine Learning Pipeline Model.en.srt	15.29 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/042 Integrate Machine Learning Pipeline Model.mp4	131.30 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/043 Send Image from HTML to Server Side.en.srt	15.30 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/043 Send Image from HTML to Server Side.mp4	120.07 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/044 Adjust the image Height and Width Dynamically.en.srt	7.43 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/044 Adjust the image Height and Width Dynamically.mp4	61.52 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/045 Styling HTML for the Output.en.srt	4.33 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/045 Styling HTML for the Output.mp4	31.53 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/046 Error Handlers 404, 405, 500.en.srt	14.10 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/046 Error Handlers 404, 405, 500.mp4	131.70 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/047 About Page & href.en.srt	6.54 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/07 Image Classification Web App in Flask/047 About Page & href.mp4	55.65 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/048 Create Account in Python Anywhere for Free.en.srt	6.90 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/048 Create Account in Python Anywhere for Free.mp4	51.59 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/049 Preparing Requirements.en.srt	6.41 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/049 Preparing Requirements.mp4	44.89 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/050 Upload Flask App in Python Anywhere.en.srt	4.82 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/050 Upload Flask App in Python Anywhere.mp4	29.51 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/051 Installing Requirements.en.srt	1.47 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/051 Installing Requirements.mp4	21.75 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/052 Deploy you Flask App and get access anywhere from the World.en.srt	10.42 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/052 Deploy you Flask App and get access anywhere from the World.mp4	80.61 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/053 Common Error you will get while deploying.en.srt	4.96 kB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/08 Deploy Flask in Python Anywhere/053 Common Error you will get while deploying.mp4	43.01 MB
[TutsNode.com] - Project- End to End Machine Learning Web App Deploy in Cloud/09 Bonus Lecture/054 Bonus Lecture_ Next Steps.html	1.56 kB

Description

Description

Welcome to Deploy End to End Machine Learning-based Image Classification Web App in Cloud Platform from scratch

Image Processing & classification is one of the areas of Data Science and has a wide variety of applications in the industries in the current world. Many industries looking for a Data Scientist with these skills. This course covers modeling techniques for data preprocessing, model building, evaluation, tuning, and production

We start the course by learning Scikit Image for image processing which is the essential skill required and then we will do the necessary preprocessing techniques & feature extraction to an image like HOG.

After that we will start building the project. In this course you will learn how to label the images, image data preprocessing and analysis using scikit image and python.

Then we will train machine learning here we will see Stochastic Gradient Descenct Classifier for image classification and followed by model evaluation proces and pipeline the machine learning model.

After that we will create web app in Flask by rendering HTML, CSS, Boostrap. Then, we finally deploy web app in Python Anywhere which is cloud platform.

WHAT YOU LEARN ?

Python
Scikit Image
Data Preprocessing
HOG
Base Estimator and TransformerMixIn
SGD Classifier
Create and Make Pipeline Model
Hyperparameter Tuning
Flask
HTTP methods
Deploy in PythonAnywhere

We know that the Image Classification Flask Web App is one of those topics that always leaves some doubts. Feel free to ask question in Q&A, we are happy to answer you question.

I am super excited and see you in the course !!!
Who this course is for:

Anyone who want deploy machine learning web app from scratch
Anyone who want deploy image classification web app from end to end

Requirements

Basic Python Programming
Understanding HTML, CSS, JS

Last Updated 3/2021