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Practical Transfer Learning ( Deep Learning ) in Python

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Category:

Other > Training

Language:

English

Total Size:

3.01 GB

Info Hash:

fa06cba738030f9b27315fecbb0548b42e959654

Added By:

tutsnode

Added:

10-01-2023 17:28

Views:

432

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Completed:

175

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TutsNode.net.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/1. Introduction and Course Outline.mp4	8.53 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/2. Do you want to be poet.mp4	34.99 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/2.1 flower_photos-500.zip	34.63 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/2.2 path for poet.txt	486.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/2.3 tensorflow-for-poets-2-master.zip	28.07 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/3. Becoming Poet Part 1.mp4	74.28 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/3.1 One More link for peots.html	137.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/3.2 Tensor flow for poets link.html	132.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/4. Becoming Poet Part 2.mp4	130.94 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/5. Becoming Poet Part 3.mp4	13.61 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/6. Three main motivation for Transfer Learning.mp4	11.99 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/7. Success of Transfer Learning - Andrew Ng.mp4	11.79 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/8. Transfer Learning vs Traditional ML and Deep Learning.mp4	13.48 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/1. Introduction/9. Transfer Learning vs Traditional ML and Deep Learning 2.mp4	14.51 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/1. Basic Understanding of Transfer Learning.mp4	17.42 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/2. Technical Terms of Transfer Learning.mp4	19.64 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/3. What , How and When to do Transfer Learning.mp4	18.64 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/4. Negative Transfer Learning.mp4	8.00 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/5. Inductive Bias.mp4	5.26 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/6. Transfer Learning in Deep Learning.mp4	38.95 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/7. Types of Transfer Learning in Deep Learning.mp4	26.45 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/2. Understanding Transfer Learning/8. Top-1 and Top-5 Accuracy.mp4	32.90 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/1. Introduction to Teachable Machine.mp4	43.09 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/10. More Internal Deployment.mp4	23.25 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/11. Labels and Confidence Detail.mp4	22.06 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/12. Android Deployment.mp4	59.74 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/2. Mask Face Classification.mp4	38.85 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/3. Indian Rupee Classification.mp4	54.54 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/4. Audio Classification - Man in Black.mp4	54.79 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/5. Audio Classification - Bell and Clap.mp4	23.07 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/6. Pose Classification - Bad Posture.mp4	21.43 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/7. Pose Classification - Yoga pose.mp4	21.62 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/8. Yoga Pose Testing.mp4	4.86 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/3. Google Teachable Machine - Unlimited edge for Transfer Learning/9. Tensorflow.js Model Deployment with p5.mp4	66.07 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/4. Worth Reading Articles/1. Articles.html	82.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/4. Worth Reading Articles/1.1 Additional Resources.zip	17.86 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/5. Transfer Learning in Python/1. Downloaded Model Location.mp4	5.46 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/5. Transfer Learning in Python/2. Direct Use of Model.mp4	106.13 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/5. Transfer Learning in Python/3. Dataset Preparation for Custom Model.mp4	123.37 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/5. Transfer Learning in Python/4. Making of Custom Model - Last Layer change.mp4	82.19 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/5. Transfer Learning in Python/5. Fitting of Custom Model - 4 Class Model.mp4	22.16 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/1. Model Downloading.mp4	5.46 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/1.1 videorecord.py	3.67 kB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/2. Existing Models Checking.mp4	89.94 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/2.1 MonkeyClassification.py	8.21 kB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/3. Data Loading -1.mp4	82.09 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/4. Data Loading One Hot Encoding.mp4	70.73 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/5. Resnet Custom Model.mp4	94.44 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/6. Fitting Custom Resnet Model.mp4	73.53 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/7. Basic CNN Model on Monkey Dataset.mp4	49.24 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/8. Fitting Basic Model.mp4	15.33 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/6. Monkey Species Classification/9. Thank you - For the Course.mp4	2.81 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/1. Checking against pre-trained model.mp4	106.16 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/1.1 4class.zip	3.98 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/2. Dataset Preparation for Custom Model.mp4	123.40 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/3. Custom Model.mp4	82.17 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/7. (Optional ) 4 Classes Model (Cat , dog, horse, human)/4. Fitting the Model.mp4	22.16 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/1. Data Preparation-1.mp4	129.09 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/1.1 Cat Dog Dataset.html	103.00 B
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/1.2 train.zip	543.17 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/2. Image to Numpy Array.mp4	75.07 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/2.1 full transfer learning code.docx	27.19 kB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/3. Label Encoding.mp4	43.15 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/4. Basic CNN Model-1.mp4	87.42 MB
[TutsNode.net] - Practical Transfer Learning (Deep Learning) in Python/8. (Optional)Full Demo - DOG CAT Classifier/5. CNN Model-2 with Drop out and More layer.mp4	18.12 MB

Description

Description

Don’t be Hero . as It is well said..

Let;s Enroll and utilize works of Hero for our problems.

Everyone can not do research like Yann Lecun or Andrew Ng. They are focused on improving machine learning algorithms for better world.

But as an individual and for industry, we are more concern with specific application and its accuracy.

Transfer Learning is the solution for many existing problems. Transfer learning uses existing knowledge of previously learned model to new frontier.

I will demonstrate code to do Transfer Learning in Image Classification.

Knowledge gain to recognize cycle and bike can be used to recognize car.

There are various ways we can achieve transfer learning. I will discuss Pre trained model, Fine tunning and feature extraction techniques.

Once again. Let’s not be Hero . and enroll in this course.
Who this course is for:

Deep Learning Enthusiastic
Anyone who want to jump start Machine Learning

Requirements

Basic Understanding of Python
Basic Understanding of Machine Learning Terms
Some Idea on CNN models

Last Updated 11/2022