TGx:Udemy - Learn Automated Machine Learning (Auto ML) With 10 Projects

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Udemy - Learn Automated Machine Learning (Auto ML) With 10 Projects

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Category:

Other > Training

Language:

English

Total Size:

1.51 GB

Info Hash:

2c6cc36c86000c3082f0e399fbcfa6be3991d4d1

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tutsnode

Added:

01-01-2021 17:12

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692

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203

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.pad/1	14.92 kB
.pad/10	333.70 kB
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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/1. Introduction to the course/1. Introduction to the course.mp4	17.99 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/2. Introduction to AutoML/1. Introduction to Auto Sklearn.mp4	24.98 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/2. Introduction to AutoML/2. Introduction to TPOT.mp4	14.29 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/2. Introduction to AutoML/3. Introduction to Auto Keras.mp4	31.06 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/1. Introduction to mobile price prediction.mp4	37.50 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/1. Introduction to mobile price prediction.srt	5.30 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/2. Download the project files.html	48.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/2.1 Mobile_price_prediction.zip	325.76 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/3. Data Preprocessing And Data Visualization.mp4	93.07 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/3. Data Preprocessing And Data Visualization.srt	9.60 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/4. Building a model.mp4	75.66 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/3. Auto Sklearn Part 1/4. Building a model.srt	6.06 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/1. Introduction to credit card fraud detection.mp4	63.17 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/1. Introduction to credit card fraud detection.srt	7.71 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/2. Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/2.1 Credit_card_fraud_detection.zip	66.67 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/3. Data preprocessing and Data visulization.mp4	118.37 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/3. Data preprocessing and Data visulization.srt	11.88 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/4. Model Building.mp4	104.22 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/4. Auto Sklearn Part2/4. Model Building.srt	8.92 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/5. TPOT Models Part 1/1. Introduction to medical insurance cost prediction.mp4	29.61 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/5. TPOT Models Part 1/2. Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/5. TPOT Models Part 1/2.1 medical_insurance_cost_prediction.zip	102.80 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/5. TPOT Models Part 1/3. Data preprocessing and visualization.mp4	60.28 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/5. TPOT Models Part 1/4. Model building.mp4	53.74 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/6. TPOT Models Part 2/1. Introduction to Red wine quality classification.mp4	28.81 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/6. TPOT Models Part 2/2. Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/6. TPOT Models Part 2/2.1 Red_wine_quality_classification.zip	143.41 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/6. TPOT Models Part 2/3. Data preprocessing and visualization.mp4	47.82 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/6. TPOT Models Part 2/4. Model building.mp4	57.55 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/1. Image classification using AutoKeras.mp4	68.72 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/10. 5Download the project code..html	48.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/10.1 Text_classification_using_Autokeras_.zip	234.14 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/11. Topic Classifer using Autokeras.mp4	107.60 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/12. 6Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/12.1 Topic_Classification_using_Autokeras.zip	8.90 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/2. 1Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/2.1 Image_classification_using_Autokeras.zip	10.06 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/3. Image classification using ANN AutoKeras.mp4	149.11 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/4. 2Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/4.1 Image_Classification_using_ANN.zip	7.28 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/5. Image classification using CNN Autokeras.mp4	100.80 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/6. 3Download the project code..html	47.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/6.1 Image_Classification_using_CNN_model(Autokeras).zip	4.86 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/7. Object recognition using autokeras.mp4	83.03 MB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/8. 4Download the project code..html	48.00 B
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/8.1 Object_Detection_using_Autokeras.zip	245.49 kB
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)/7. Auto Keras Models/9. Text classification using Autokeras.mp4	102.99 MB

Description

Description

Automated Machine Learning(AutoML) is currently one of the explosive subfields within Data Science. It sounds great for those who are not fluent in machine learning and terrifying for current Data Scientists. In this course, we are going to provide students with knowledge of Automated Machine Learning (Auto ml). Students will learn to use Auto Sklearn, Auto Keras, TPOT in their real-world problems.

In this course, we are going to work on

Credit card fraud detection using Auto-Sklearn
Mobile price prediction using Auto-Sklearn
Medical insurance cost prediction using TPOT
Red wine quality classification using TPOT
Image classification using Auto-Keras
Image classification using ANN(Auto-Keras)
Image classification using CNN(Auto-Keras)
Text classification using Auto-Keras
Object detection using Auto-Keras
Topic classification using Auto-Keras

Who this course is for:

Intermediate in machine learning
Interest in AutoML

Requirements

Should Know Basics of Machine Learning
Should Know about Machine Learning Libraries

Last Updated 12/2020