Shuffling in Test dataset VGG: At , Mandy says not to shuffle test dataset so that confusion matrix remains valid. I didn't get this, why would shuffling test dataset cause any problem??(01:13:54 - 02:47:55) - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Shuffling in Test dataset VGG: At , Mandy says not to shuffle test dataset so that confusion matrix remains valid. I didn't get this, why would shuffling test dataset cause any problem??(01:13:54 - 02:47:55)
Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

This course will teach you how to use Keras, a neural network API written in Python and integrated with TensorFlow. We will learn how to prepare and process data for artificial neural networks, build and train artificial neural networks from scratch, build and train convolutional neural networks ...
This course will teach you how to use Keras, a neural network API written in Python and integrated with TensorFlow. We will learn how to prepare and process data for artificial neural networks, build and train artificial neural networks from scratch, build and train convolutional neural networks (CNNs), implement fine-tuning and transfer learning, and more!

⭐️🦎 COURSE CONTENTS 🦎⭐️
⌨️ (00:00:00) Welcome to this course
⌨️ (00:00:16) Keras Course Introduction
⌨️ (00:00:50) Course Prerequisites
⌨️ (00:01:33) DEEPLIZARD Deep Learning Path
⌨️ (00:01:45) Course Resources
⌨️ (00:02:30) About Keras
⌨️ (00:06:41) Keras with TensorFlow - Data Processing for Neural Network Training
⌨️ (00:18:39) Create an Artificial Neural Network with TensorFlow's Keras API
⌨️ (00:24:36) Train an Artificial Neural Network with TensorFlow's Keras API
⌨️ (00:30:07) Build a Validation Set With TensorFlow's Keras API
⌨️ (00:39:28) Neural Network Predictions with TensorFlow's Keras API
⌨️ (00:47:48) Create a Confusion Matrix for Neural Network Predictions
⌨️ (00:52:29) Save and Load a Model with TensorFlow's Keras API
⌨️ (01:01:25) Image Preparation for CNNs with TensorFlow's Keras API
⌨️ (01:19:22) Build and Train a CNN with TensorFlow's Keras API
⌨️ (01:28:42) CNN Predictions with TensorFlow's Keras API
⌨️ (01:37:05) Build a Fine-Tuned Neural Network with TensorFlow's Keras API
⌨️ (01:48:19) Train a Fine-Tuned Neural Network with TensorFlow's Keras API
⌨️ (01:52:39) Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API
⌨️ (01:57:50) MobileNet Image Classification with TensorFlow's Keras API
⌨️ (02:11:18) Process Images for Fine-Tuned MobileNet with TensorFlow's Keras API
⌨️ (02:24:24) Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API
⌨️ (02:38:59) Data Augmentation with TensorFlow' Keras API
⌨️ (02:47:24) Collective Intelligence and the DEEPLIZARD HIVEMIND

⭐️🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎⭐️

👉 Check out the blog post and other resources for this course:
🔗 https://deeplizard.com/learn/video/RznKVRTFkBY

💻 DOWNLOAD ACCESS TO CODE FILES
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🔗 https://deeplizard.com/resources

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👋 Hey, we're Chris and Mandy, the creators of deeplizard!
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#karas #tensorflow #deep learning #machine learning
⌨️ () Welcome to this course - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Welcome to this course

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:00:00 - 00:00:16
⌨️ () Keras Course Introduction - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Keras Course Introduction

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:00:16 - 00:00:50
⌨️ () Course Prerequisites - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Course Prerequisites

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:00:50 - 00:01:33
at  when did we associate Labels with Image? we only created the images' batch but when did we associate with its labels? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

at when did we associate Labels with Image? we only created the images' batch but when did we associate with its labels?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:01:15 - 02:47:55
I am sure I missed something, Still.... Where does that labels come from? ? How did it distinguish cats and dogs? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I am sure I missed something, Still.... Where does that labels come from? ? How did it distinguish cats and dogs?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:01:16 - 02:47:55
⌨️ () DEEPLIZARD Deep Learning Path - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () DEEPLIZARD Deep Learning Path

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:01:33 - 00:01:45
⌨️ () Course Resources - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Course Resources

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:01:45 - 00:02:30
I finished off at - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I finished off at

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:02:07 - 02:47:55
At , I think the model did a deep learning to see the espresso layer under the cappuccino top. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

At , I think the model did a deep learning to see the espresso layer under the cappuccino top.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:02:09 - 02:47:55
⌨️ () About Keras - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () About Keras

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:02:30 - 00:06:41
⌨️ () Keras with TensorFlow - Data Processing for Neural Network Training - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Keras with TensorFlow - Data Processing for Neural Network Training

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:06:41 - 00:18:39
at  as trial has 2100 participants, shouldn't the sample size be for i in range(50) and the other for i in range(2050) ? Also when running the 'model.fit', I am not getting the 2100/2100 as shown in 28:35. Instead getting 378/378. Hopefully somebody can help me see clearer. Thank you - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

at as trial has 2100 participants, shouldn't the sample size be for i in range(50) and the other for i in range(2050) ? Also when running the 'model.fit', I am not getting the 2100/2100 as shown in 28:35. Instead getting 378/378. Hopefully somebody can help me see clearer. Thank you

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:12:10 - 02:47:55
the for loops are not clear to me.   The for loops have been divided (1-50) and (1-1000). 5% of 2100 = 105, and 95% of 2100 = 1995. What is the logic behind dividing the for loops in such a manner? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

the for loops are not clear to me. The for loops have been divided (1-50) and (1-1000). 5% of 2100 = 105, and 95% of 2100 = 1995. What is the logic behind dividing the for loops in such a manner?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:12:48 - 02:47:55
it should be "for i in range(950)" NOT "for i in range(1000)"Reason: if 5% = 50 person, then 1% = 5 person. So, 95% = 950 person. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

it should be "for i in range(950)" NOT "for i in range(1000)"Reason: if 5% = 50 person, then 1% = 5 person. So, 95% = 950 person.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:13:57 - 02:47:55
why were the ranges in the first and second for loop different ? First was 50, second was 1000. Why ? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

why were the ranges in the first and second for loop different ? First was 50, second was 1000. Why ?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:14:27 - 02:47:55
Hi, why to rescale the numpy array, I didnt understood well? () - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Hi, why to rescale the numpy array, I didnt understood well? ()

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:17:16 - 02:47:55
my results returned either 0. or 1. but not a decimal number between 0 and 1? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

my results returned either 0. or 1. but not a decimal number between 0 and 1?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:17:33 - 02:47:55
⌨️ () Create an Artificial Neural Network with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Create an Artificial Neural Network with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:18:39 - 00:24:36
Also,  is Ultra CUTE <3 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Also, is Ultra CUTE <3

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:19:21 - 02:47:55
can some one explain me about () input_shape in :Dense(units=16, input_shape=(1,),activation='relu') - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

can some one explain me about () input_shape in :Dense(units=16, input_shape=(1,),activation='relu')

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:23:45 - 02:47:55
⌨️ () Train an Artificial Neural Network with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Train an Artificial Neural Network with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:24:36 - 00:30:07
, the parameter "learning_rate" has been renamed to "lr" from version 2.2.* to 2.3.0 in September 2018 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

, the parameter "learning_rate" has been renamed to "lr" from version 2.2.* to 2.3.0 in September 2018

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:26:16 - 02:47:55
I’m not seeing the same output - it only prints out one epoch and then fails ? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I’m not seeing the same output - it only prints out one epoch and then fails ?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:28:35 - 02:47:55
Hi Mandy, I tried training neural network for the clinical trials example @. I am getting Nan for loss and 0.5 for accuracy. I ran the exact lines of code you did. What is the issue? BTW, I am not using the three lines of code to use the GPU. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Hi Mandy, I tried training neural network for the clinical trials example @. I am getting Nan for loss and 0.5 for accuracy. I ran the exact lines of code you did. What is the issue? BTW, I am not using the three lines of code to use the GPU.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:28:47 - 02:47:55
Hi, I'm new to the subject and eager to understand. ☺️ Watching the episode Train an Artificial Neural Network (circa ) and I understand the training but don't really understand whether the model there was just trained "theoretically", so to say, or was there any actual data input present, as I don't remember that being discussed. I understand that information is being added gradually and I can live with not knowing everything at once 😄, but this seems important - can I run a model without any actual input to check how it works or is it just not being shown. Sorry if I'm misunderstanding everything 😄😅 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Hi, I'm new to the subject and eager to understand. ☺️ Watching the episode Train an Artificial Neural Network (circa ) and I understand the training but don't really understand whether the model there was just trained "theoretically", so to say, or was there any actual data input present, as I don't remember that being discussed. I understand that information is being added gradually and I can live with not knowing everything at once 😄, but this seems important - can I run a model without any actual input to check how it works or is it just not being shown. Sorry if I'm misunderstanding everything 😄😅

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:29:00 - 02:47:55
⌨️ () Build a Validation Set With TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Build a Validation Set With TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:30:07 - 00:39:28
⌨️ () Neural Network Predictions with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Neural Network Predictions with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:39:28 - 00:47:48
At  if the test set should be scaled the same way the train set was, shouldn't we be using scaler.transform (i.e. without fitting the scaler again). - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

At if the test set should be scaled the same way the train set was, shouldn't we be using scaler.transform (i.e. without fitting the scaler again).

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:43:06 - 02:47:55
you shouldn't call fit_transform on test_samples in . You should use the same scaler that was fitted on train_samples. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

you shouldn't call fit_transform on test_samples in . You should use the same scaler that was fitted on train_samples.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:43:20 - 02:47:55
Thank you for this nice video, it really got me started. But I think there is one bad habit involved: "Never normalize your test data on its own but rather on the train data!" (This is what you read in many forums and for example in Chollet's "Deep Learning with Python" book. I think at  it should be scaler.transform(test_samples.reshape(-1,1)) as this takes the fitted scaler from the train_samples. Correct me if I am wrong :) - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Thank you for this nice video, it really got me started. But I think there is one bad habit involved: "Never normalize your test data on its own but rather on the train data!" (This is what you read in many forums and for example in Chollet's "Deep Learning with Python" book. I think at it should be scaler.transform(test_samples.reshape(-1,1)) as this takes the fitted scaler from the train_samples. Correct me if I am wrong :)

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:43:24 - 02:47:55
why need batch_size for prediction? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

why need batch_size for prediction?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:43:31 - 02:47:55
⌨️ () Create a Confusion Matrix for Neural Network Predictions - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Create a Confusion Matrix for Neural Network Predictions

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:47:48 - 00:52:29
@ lol 420 woohoo - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

@ lol 420 woohoo

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:51:40 - 02:47:55
⌨️ () Save and Load a Model with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Save and Load a Model with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:52:29 - 01:01:25
too cute - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

too cute

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
00:58:49 - 02:47:55
⌨️ () Image Preparation for CNNs with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Image Preparation for CNNs with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:01:25 - 01:19:22
I think all the photos were meant to be directly under the dogs-vs-cats folder as per the later demonstration. Cause at 1:08:33, all the remaining photos were directly under dogs-vs-cats folder. Not dogs-vs-cats/train. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I think all the photos were meant to be directly under the dogs-vs-cats folder as per the later demonstration. Cause at 1:08:33, all the remaining photos were directly under dogs-vs-cats folder. Not dogs-vs-cats/train.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:03:45 - 02:47:55
/ 2:47:54 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

/ 2:47:54

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:04:54 - 02:47:55
did u get past the for loops part? at - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

did u get past the for loops part? at

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:08:14 - 02:47:55
When she did "flow_from_directory" at  she passed in a list of labels there which are then saved in the "train_batches" Generator object. When she does "next(train_batches)" she gets access to the actual images and labels in the batch. She talks a bit more about this at 1:26:00 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

When she did "flow_from_directory" at she passed in a list of labels there which are then saved in the "train_batches" Generator object. When she does "next(train_batches)" she gets access to the actual images and labels in the batch. She talks a bit more about this at 1:26:00

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:12:00 - 02:47:55
Shuffling in Test dataset VGG: At , Mandy says not to shuffle test dataset so that confusion matrix remains valid. I didn't get this, why would shuffling test dataset cause any problem?? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Shuffling in Test dataset VGG: At , Mandy says not to shuffle test dataset so that confusion matrix remains valid. I didn't get this, why would shuffling test dataset cause any problem??

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:13:54 - 02:47:55
what has shuffling to do with confusion matrix? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

what has shuffling to do with confusion matrix?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:14:00 - 02:47:55
how did we obtain the labels for the images ? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

how did we obtain the labels for the images ?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:15:29 - 02:47:55
One simple question @, how to know that 1 represents a dog and 0 represents a cat. Is it by comparing the pictures with the labels from the output of the plotImages function or is there some way to know it - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

One simple question @, how to know that 1 represents a dog and 0 represents a cat. Is it by comparing the pictures with the labels from the output of the plotImages function or is there some way to know it

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:16:13 - 02:47:55
⌨️ () Build and Train a CNN with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Build and Train a CNN with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:19:22 - 01:28:42
@ you mentioned padding='same' means images will have 0-padding. That's incorrect, right? Same padding means that the output has the same size as input. You do mention that. Just that it won't be 0-padding. p = (k-1)/2. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

@ you mentioned padding='same' means images will have 0-padding. That's incorrect, right? Same padding means that the output has the same size as input. You do mention that. Just that it won't be 0-padding. p = (k-1)/2.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:21:00 - 02:47:55
@  I am getting error Error "when checking input: expected conv2d_3_input to have shape (224, 224, 3) but got array with shape (244, 244, 3)" How to resolve this? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

@ I am getting error Error "when checking input: expected conv2d_3_input to have shape (224, 224, 3) but got array with shape (244, 244, 3)" How to resolve this?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:25:00 - 02:47:55
⌨️ () CNN Predictions with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () CNN Predictions with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:28:42 - 01:37:05
- I don't get what she means. Maybe it didn't come out well. She says we don't want to shuffle the test set to plot the confusion matrix but from what she says it seems that the problem is that we don't have a 1-to-1 match between labels and samples which is not true. So why does the confusion matrix requires the set to be unshuffled? - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

- I don't get what she means. Maybe it didn't come out well. She says we don't want to shuffle the test set to plot the confusion matrix but from what she says it seems that the problem is that we don't have a 1-to-1 match between labels and samples which is not true. So why does the confusion matrix requires the set to be unshuffled?

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:32:10 - 02:47:55
⌨️ () Build a Fine-Tuned Neural Network with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Build a Fine-Tuned Neural Network with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:37:05 - 01:48:19
I am getting error in   in [83] run in for loop.it says :Input 0 of layer block1_conv1 is incompatible with the layer: : expected min_ndim=4, found ndim=2. Full shape received: [None, 2] - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I am getting error in in [83] run in for loop.it says :Input 0 of layer block1_conv1 is incompatible with the layer: : expected min_ndim=4, found ndim=2. Full shape received: [None, 2]

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:44:16 - 02:47:55
⌨️ () Train a Fine-Tuned Neural Network with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Train a Fine-Tuned Neural Network with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:48:19 - 01:52:39
to the model in  (vgg16)one run per epoch needs nearly 5 min for me while it takes just a few seconds for you. do you know why? (maybe i do not use a gpu?) - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

to the model in (vgg16)one run per epoch needs nearly 5 min for me while it takes just a few seconds for you. do you know why? (maybe i do not use a gpu?)

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:50:00 - 02:47:55
⌨️ () Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:52:39 - 01:57:50
⌨️ () MobileNet Image Classification with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () MobileNet Image Classification with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
01:57:50 - 02:11:18
... classifying lizard 🦎 - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

... classifying lizard 🦎

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:06:40 - 02:47:55
I though it was called deeplizard because she looks like a lizard (also though that was the reason the lizard in the logo was female), but I guess that was just an indirect reason. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

I though it was called deeplizard because she looks like a lizard (also though that was the reason the lizard in the logo was female), but I guess that was just an indirect reason.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:07:00 - 02:47:55
- Expresso is just the coffee. It becomes a cappuccino when you add milk and foam. If it's getting classified as expresso then I wonder if the original dataset labels were added incorrectly by human editors that didn't know the difference. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

- Expresso is just the coffee. It becomes a cappuccino when you add milk and foam. If it's getting classified as expresso then I wonder if the original dataset labels were added incorrectly by human editors that didn't know the difference.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:09:10 - 02:47:55
⌨️ () Process Images for Fine-Tuned MobileNet with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Process Images for Fine-Tuned MobileNet with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:11:18 - 02:24:24
⌨️ () Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:24:24 - 02:38:59
You need to add one more layer before the Dense output with 10 neurons since the chosen modified layer is not working as for today (22nd July 2022). You can add it as x = tf.keras.layers.Flatten()(x) . Hope this helps. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

You need to add one more layer before the Dense output with 10 neurons since the chosen modified layer is not working as for today (22nd July 2022). You can add it as x = tf.keras.layers.Flatten()(x) . Hope this helps.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:26:42 - 02:47:55
- When I run the same code I get different numbers. Total params is the same but I get:2,136,074 Trainable params1,103,040 Non Trainable params. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

- When I run the same code I get different numbers. Total params is the same but I get:2,136,074 Trainable params1,103,040 Non Trainable params.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:30:44 - 02:47:55
At   ❤️ cute - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

At ❤️ cute

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:31:42 - 02:47:55
⌨️ () Data Augmentation with TensorFlow' Keras API - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Data Augmentation with TensorFlow' Keras API

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:38:59 - 02:47:24
Nice. - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Nice.

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:46:04 - 02:47:55
your cam got augmented too (and flipped upwards) :DNonetheless awesome course! - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

your cam got augmented too (and flipped upwards) :DNonetheless awesome course!

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:46:15 - 02:47:55
⌨️ () Collective Intelligence and the DEEPLIZARD HIVEMIND - Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

⌨️ () Collective Intelligence and the DEEPLIZARD HIVEMIND

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
2020年06月18日 
02:47:24 - 02:47:55

freeCodeCamp.org

※本サイトに掲載されているチャンネル情報や動画情報はYouTube公式のAPIを使って取得・表示しています。

Timetable

動画タイムテーブル

動画数:1620件

⌨️ () Introduction - Automate Boring Tasks – No-Code Automation Course

⌨️ () Introduction

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:00:00 - 00:05:23
⌨️ () Getting started - Automate Boring Tasks – No-Code Automation Course

⌨️ () Getting started

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:05:23 - 00:08:26
⌨️ () Lead Management Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead Management Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:08:26 - 00:09:19
⌨️ () Lead organization with Facebook Lead Ads and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead organization with Facebook Lead Ads and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:09:19 - 00:21:32
⌨️ () Lead Enrichment with web-hooks, HubSpot, Slack and Clearbit - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead Enrichment with web-hooks, HubSpot, Slack and Clearbit

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:21:32 - 00:58:04
⌨️ () Lead classification with Typeform and Hubspot - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead classification with Typeform and Hubspot

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:58:04 - 01:10:10
⌨️ () Qualify incoming leads with Google Sheets and Clearbit - Automate Boring Tasks – No-Code Automation Course

⌨️ () Qualify incoming leads with Google Sheets and Clearbit

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:10:10 - 01:29:43
⌨️ () Ecommerce Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Ecommerce Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:29:43 - 01:30:27
⌨️ () Generate Product Descriptions with ChatGPT and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate Product Descriptions with ChatGPT and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:30:27 - 01:45:49
⌨️ () Ticketing/Barcode Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Ticketing/Barcode Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:45:49 - 01:46:13
⌨️ () Generate barcoded tickets with Google Sheets and Google Docs - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate barcoded tickets with Google Sheets and Google Docs

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:46:13 - 02:07:45
⌨️ () Automation In-house - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automation In-house

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:07:45 - 02:08:05
⌨️ () Generate calendar events with Trello and Google Calendar - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate calendar events with Trello and Google Calendar

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:08:05 - 02:17:03
⌨️ () Make a to-do list from Discord Messages and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Make a to-do list from Discord Messages and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:17:03 - 02:33:16
⌨️ () Automation and AI - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automation and AI

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:33:16 - 02:34:00
⌨️ () Automate emails with ChatGPT and Gmail - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automate emails with ChatGPT and Gmail

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:34:00 - 03:00:24
⌨️ () Recap - Automate Boring Tasks – No-Code Automation Course

⌨️ () Recap

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
03:00:24 - 03:00:39
⌨️  What is NestJS - Learn NestJS – Complete Course

⌨️ What is NestJS

Learn NestJS – Complete Course
2024年03月26日 
00:00:00 - 00:03:01
⌨️  Create NestJS Project - Learn NestJS – Complete Course

⌨️ Create NestJS Project

Learn NestJS – Complete Course
2024年03月26日 
00:03:01 - 00:05:30
⌨️  NestJS Directory StructureModule 1 - Learn NestJS – Complete Course

⌨️ NestJS Directory StructureModule 1

Learn NestJS – Complete Course
2024年03月26日 
00:05:30 - 00:07:00
⌨️  Creating Controller - Learn NestJS – Complete Course

⌨️ Creating Controller

Learn NestJS – Complete Course
2024年03月26日 
00:07:00 - 00:11:07
⌨️  Creating a Service - Learn NestJS – Complete Course

⌨️ Creating a Service

Learn NestJS – Complete Course
2024年03月26日 
00:11:07 - 00:18:09
⌨️  Creating ModuleModule 2 - Learn NestJS – Complete Course

⌨️ Creating ModuleModule 2

Learn NestJS – Complete Course
2024年03月26日 
00:18:09 - 00:24:27
⌨️  Middleware - Learn NestJS – Complete Course

⌨️ Middleware

Learn NestJS – Complete Course
2024年03月26日 
00:24:27 - 00:32:39
⌨️  Exception Filter - Learn NestJS – Complete Course

⌨️ Exception Filter

Learn NestJS – Complete Course
2024年03月26日 
00:32:39 - 00:43:07
⌨️  Transform param using ParseIntPipe - Learn NestJS – Complete Course

⌨️ Transform param using ParseIntPipe

Learn NestJS – Complete Course
2024年03月26日 
00:43:07 - 00:48:10
⌨️  Validate Request Body using class validatorModule 3 - Learn NestJS – Complete Course

⌨️ Validate Request Body using class validatorModule 3

Learn NestJS – Complete Course
2024年03月26日 
00:48:10 - 00:52:09
⌨️  Custom Providers - Learn NestJS – Complete Course

⌨️ Custom Providers

Learn NestJS – Complete Course
2024年03月26日 
00:52:09 - 01:15:26
⌨️  Injection Scopes - Learn NestJS – Complete Course

⌨️ Injection Scopes

Learn NestJS – Complete Course
2024年03月26日 
01:15:26 - 01:20:59
⌨️  One To Many RelationModule 4 - Learn NestJS – Complete Course

⌨️ One To Many RelationModule 4

Learn NestJS – Complete Course
2024年03月26日 
01:20:59 - 01:35:05
Something wrong with the order, cause in  One To Many Relation we already have part of code which will be in - Learn NestJS – Complete Course

Something wrong with the order, cause in One To Many Relation we already have part of code which will be in

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:20:59 - 01:43:42
we don't have song and user entity at that time, we haven't installed typeorm yet - Learn NestJS – Complete Course

we don't have song and user entity at that time, we haven't installed typeorm yet

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:22:10 - 13:56:30
⌨️  Establish Database Connection - Learn NestJS – Complete Course

⌨️ Establish Database Connection

Learn NestJS – Complete Course
2024年03月26日 
01:35:05 - 01:43:42
⌨️  Create an Entity - Learn NestJS – Complete Course

⌨️ Create an Entity

Learn NestJS – Complete Course
2024年03月26日 
01:43:42 - 01:50:43
Create an Entity - Learn NestJS – Complete Course

Create an Entity

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:43:42 - 13:56:30
⌨️  Create and Fetch records from Database - Learn NestJS – Complete Course

⌨️ Create and Fetch records from Database

Learn NestJS – Complete Course
2024年03月26日 
01:50:43 - 02:08:54
⌨️  PaginationModule 5 - Learn NestJS – Complete Course

⌨️ PaginationModule 5

Learn NestJS – Complete Course
2024年03月26日 
02:08:54 - 02:17:44
⌨️  One to One - Learn NestJS – Complete Course

⌨️ One to One

Learn NestJS – Complete Course
2024年03月26日 
02:17:44 - 02:24:14
⌨️  Many to Many relationModule 6 - Learn NestJS – Complete Course

⌨️ Many to Many relationModule 6

Learn NestJS – Complete Course
2024年03月26日 
02:24:14 - 02:43:51
⌨️  User Signup - Learn NestJS – Complete Course

⌨️ User Signup

Learn NestJS – Complete Course
2024年03月26日 
02:43:51 - 03:00:05
⌨️  User Login - Learn NestJS – Complete Course

⌨️ User Login

Learn NestJS – Complete Course
2024年03月26日 
03:00:05 - 03:08:12
⌨️  Authenticate User with Passport JWT - Learn NestJS – Complete Course

⌨️ Authenticate User with Passport JWT

Learn NestJS – Complete Course
2024年03月26日 
03:08:12 - 03:24:42
⌨️  Role Based Authentication - Learn NestJS – Complete Course

⌨️ Role Based Authentication

Learn NestJS – Complete Course
2024年03月26日 
03:24:42 - 03:46:51
⌨️  Two Factor Authentication - Learn NestJS – Complete Course

⌨️ Two Factor Authentication

Learn NestJS – Complete Course
2024年03月26日 
03:46:51 - 04:17:41
⌨️  API Key AuthenticationModule 7 - Learn NestJS – Complete Course

⌨️ API Key AuthenticationModule 7

Learn NestJS – Complete Course
2024年03月26日 
04:17:41 - 04:32:52
⌨️  Debug NestJS Application - Learn NestJS – Complete Course

⌨️ Debug NestJS Application

Learn NestJS – Complete Course
2024年03月26日 
04:32:52 - 04:37:00
⌨️  Migrations - Learn NestJS – Complete Course

⌨️ Migrations

Learn NestJS – Complete Course
2024年03月26日 
04:37:00 - 04:49:51
⌨️  SeedingModule 8 - Learn NestJS – Complete Course

⌨️ SeedingModule 8

Learn NestJS – Complete Course
2024年03月26日 
04:49:51 - 05:02:02
⌨️  Custom Configuration - Learn NestJS – Complete Course

⌨️ Custom Configuration

Learn NestJS – Complete Course
2024年03月26日 
05:02:02 - 05:24:29
⌨️  Validate Env Variables - Learn NestJS – Complete Course

⌨️ Validate Env Variables

Learn NestJS – Complete Course
2024年03月26日 
05:24:29 - 05:35:48
⌨️  Hot Module ReloadingModule 9 - Learn NestJS – Complete Course

⌨️ Hot Module ReloadingModule 9

Learn NestJS – Complete Course
2024年03月26日 
05:35:48 - 05:45:51
⌨️  Swagger Setup - Learn NestJS – Complete Course

⌨️ Swagger Setup

Learn NestJS – Complete Course
2024年03月26日 
05:45:51 - 05:52:30
⌨️  Document Signup Route - Learn NestJS – Complete Course

⌨️ Document Signup Route

Learn NestJS – Complete Course
2024年03月26日 
05:52:30 - 05:58:28
⌨️  Create Schema using ApiProperty - Learn NestJS – Complete Course

⌨️ Create Schema using ApiProperty

Learn NestJS – Complete Course
2024年03月26日 
05:58:28 - 06:02:54
⌨️  Test JWT AuthenticationModule 10 - Learn NestJS – Complete Course

⌨️ Test JWT AuthenticationModule 10

Learn NestJS – Complete Course
2024年03月26日 
06:02:54 - 06:11:40
⌨️  Install MongoDB using Docker Compose - Learn NestJS – Complete Course

⌨️ Install MongoDB using Docker Compose

Learn NestJS – Complete Course
2024年03月26日 
06:11:40 - 06:18:16
⌨️  Connect with MongoDB - Learn NestJS – Complete Course

⌨️ Connect with MongoDB

Learn NestJS – Complete Course
2024年03月26日 
06:18:16 - 06:21:24
⌨️  Create Schema - Learn NestJS – Complete Course

⌨️ Create Schema

Learn NestJS – Complete Course
2024年03月26日 
06:21:24 - 06:24:56
⌨️  Save Record in Mongo Collection - Learn NestJS – Complete Course

⌨️ Save Record in Mongo Collection

Learn NestJS – Complete Course
2024年03月26日 
06:24:56 - 06:33:08
⌨️  Find and Delete - Learn NestJS – Complete Course

⌨️ Find and Delete

Learn NestJS – Complete Course
2024年03月26日 
06:33:08 - 06:38:47
⌨️  PopulateModule 11 - Learn NestJS – Complete Course

⌨️ PopulateModule 11

Learn NestJS – Complete Course
2024年03月26日 
06:38:47 - 06:52:18
⌨️  Configure Dev and Production Env - Learn NestJS – Complete Course

⌨️ Configure Dev and Production Env

Learn NestJS – Complete Course
2024年03月26日 
06:52:18 - 07:01:22
⌨️  Push Source Code to Github Repo - Learn NestJS – Complete Course

⌨️ Push Source Code to Github Repo

Learn NestJS – Complete Course
2024年03月26日 
07:01:22 - 07:06:38
⌨️  Deploy NestJS Project to Railway - Learn NestJS – Complete Course

⌨️ Deploy NestJS Project to Railway

Learn NestJS – Complete Course
2024年03月26日 
07:06:38 - 07:15:44
⌨️  Install Dotenv to work with TypeORM migrations - Learn NestJS – Complete Course

⌨️ Install Dotenv to work with TypeORM migrations

Learn NestJS – Complete Course
2024年03月26日 
07:15:44 - 07:20:20
⌨️  Fixing Env BugsModule 12 - Learn NestJS – Complete Course

⌨️ Fixing Env BugsModule 12

Learn NestJS – Complete Course
2024年03月26日 
07:20:20 - 07:29:45
⌨️  Getting started with Jest - Learn NestJS – Complete Course

⌨️ Getting started with Jest

Learn NestJS – Complete Course
2024年03月26日 
07:29:45 - 07:37:22
⌨️  Auto Mocking - Learn NestJS – Complete Course

⌨️ Auto Mocking

Learn NestJS – Complete Course
2024年03月26日 
07:37:22 - 07:55:13
⌨️  SpyOn Function - Learn NestJS – Complete Course

⌨️ SpyOn Function

Learn NestJS – Complete Course
2024年03月26日 
07:55:13 - 08:05:49
⌨️  Unit Test Controller - Learn NestJS – Complete Course

⌨️ Unit Test Controller

Learn NestJS – Complete Course
2024年03月26日 
08:05:49 - 08:19:35
⌨️  Unit Test Service - Learn NestJS – Complete Course

⌨️ Unit Test Service

Learn NestJS – Complete Course
2024年03月26日 
08:19:35 - 08:28:19
⌨️  E2E TestingModule 13 - Learn NestJS – Complete Course

⌨️ E2E TestingModule 13

Learn NestJS – Complete Course
2024年03月26日 
08:28:19 - 08:41:58
⌨️  Speedy Web Compiler with NestJS v10 - Learn NestJS – Complete Course

⌨️ Speedy Web Compiler with NestJS v10

Learn NestJS – Complete Course
2024年03月26日 
08:41:58 - 08:50:31
⌨️  Creating Websocket Server - Learn NestJS – Complete Course

⌨️ Creating Websocket Server

Learn NestJS – Complete Course
2024年03月26日 
08:50:31 - 08:59:05
⌨️  Send Message from Frontend appModule 14 - Learn NestJS – Complete Course

⌨️ Send Message from Frontend appModule 14

Learn NestJS – Complete Course
2024年03月26日 
08:59:05 - 09:05:48
⌨️  GraphQL Server Setup - Learn NestJS – Complete Course

⌨️ GraphQL Server Setup

Learn NestJS – Complete Course
2024年03月26日 
09:05:48 - 09:13:43
⌨️  Define Queries and Mutations - Learn NestJS – Complete Course

⌨️ Define Queries and Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:13:43 - 09:20:11
⌨️  Resolve Queries - Learn NestJS – Complete Course

⌨️ Resolve Queries

Learn NestJS – Complete Course
2024年03月26日 
09:20:11 - 09:25:42
⌨️  Resolve Mutations - Learn NestJS – Complete Course

⌨️ Resolve Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:25:42 - 09:30:35
⌨️  Error HandlingModule 15 - Learn NestJS – Complete Course

⌨️ Error HandlingModule 15

Learn NestJS – Complete Course
2024年03月26日 
09:30:35 - 09:34:14
⌨️  Define Schema for Authentication - Learn NestJS – Complete Course

⌨️ Define Schema for Authentication

Learn NestJS – Complete Course
2024年03月26日 
09:34:14 - 09:42:13
⌨️  Resolve Auth Queries and Mutations - Learn NestJS – Complete Course

⌨️ Resolve Auth Queries and Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:42:13 - 09:52:47
⌨️  Apply Authentication using Auth GuardModule 16 - Learn NestJS – Complete Course

⌨️ Apply Authentication using Auth GuardModule 16

Learn NestJS – Complete Course
2024年03月26日 
09:52:47 - 10:12:06
⌨️  Implement Real time SubscriptionModule 17 - Learn NestJS – Complete Course

⌨️ Implement Real time SubscriptionModule 17

Learn NestJS – Complete Course
2024年03月26日 
10:12:06 - 10:20:39
⌨️  Unit Test Resolver - Learn NestJS – Complete Course

⌨️ Unit Test Resolver

Learn NestJS – Complete Course
2024年03月26日 
10:20:39 - 10:32:02
⌨️  End to End Tesing GraphQL APIsModule 18 - Learn NestJS – Complete Course

⌨️ End to End Tesing GraphQL APIsModule 18

Learn NestJS – Complete Course
2024年03月26日 
10:32:02 - 10:46:55
⌨️  Server Side Caching using Apollo - Learn NestJS – Complete Course

⌨️ Server Side Caching using Apollo

Learn NestJS – Complete Course
2024年03月26日 
10:46:55 - 10:58:56
⌨️  Optimize Query Performance using Data Loader - Learn NestJS – Complete Course

⌨️ Optimize Query Performance using Data Loader

Learn NestJS – Complete Course
2024年03月26日 
10:58:56 - 11:14:06
⌨️  Fetching Data from External REST APIModule 19 - Learn NestJS – Complete Course

⌨️ Fetching Data from External REST APIModule 19

Learn NestJS – Complete Course
2024年03月26日 
11:14:06 - 11:20:56
⌨️  Setup Prisma - Learn NestJS – Complete Course

⌨️ Setup Prisma

Learn NestJS – Complete Course
2024年03月26日 
11:20:56 - 11:24:25
⌨️  Models and Migrations - Learn NestJS – Complete Course

⌨️ Models and Migrations

Learn NestJS – Complete Course
2024年03月26日 
11:24:25 - 11:28:08
⌨️  Generate Prisma Client - Learn NestJS – Complete Course

⌨️ Generate Prisma Client

Learn NestJS – Complete Course
2024年03月26日 
11:28:08 - 11:30:43
⌨️  Create, Find and FindOne - Learn NestJS – Complete Course

⌨️ Create, Find and FindOne

Learn NestJS – Complete Course
2024年03月26日 
11:30:43 - 11:40:57
⌨️  Update and Delete Operation - Learn NestJS – Complete Course

⌨️ Update and Delete Operation

Learn NestJS – Complete Course
2024年03月26日 
11:40:57 - 11:49:17
⌨️  One to Many Relation - Learn NestJS – Complete Course

⌨️ One to Many Relation

Learn NestJS – Complete Course
2024年03月26日 
11:49:17 - 12:00:54
⌨️  One to One Relation - Learn NestJS – Complete Course

⌨️ One to One Relation

Learn NestJS – Complete Course
2024年03月26日 
12:00:54 - 12:07:33
⌨️  Many to Many Relation - Learn NestJS – Complete Course

⌨️ Many to Many Relation

Learn NestJS – Complete Course
2024年03月26日 
12:07:33 - 12:20:35
⌨️  Bulk or Batch Operations - Learn NestJS – Complete Course

⌨️ Bulk or Batch Operations

Learn NestJS – Complete Course
2024年03月26日 
12:20:35 - 12:24:29
⌨️  Implement Transaction using Nested Queries - Learn NestJS – Complete Course

⌨️ Implement Transaction using Nested Queries

Learn NestJS – Complete Course
2024年03月26日 
12:24:29 - 12:32:56
⌨️  Interactive TransactionsModule 20 - Learn NestJS – Complete Course

⌨️ Interactive TransactionsModule 20

Learn NestJS – Complete Course
2024年03月26日 
12:32:56 - 12:46:08
⌨️  File Upload - Learn NestJS – Complete Course

⌨️ File Upload

Learn NestJS – Complete Course
2024年03月26日 
12:46:08 - 12:56:12
⌨️  Custom Decorator - Learn NestJS – Complete Course

⌨️ Custom Decorator

Learn NestJS – Complete Course
2024年03月26日 
12:56:12 - 13:02:03
⌨️  Scheduling CRON Task with Nest.js - Learn NestJS – Complete Course

⌨️ Scheduling CRON Task with Nest.js

Learn NestJS – Complete Course
2024年03月26日 
13:02:03 - 13:14:41
⌨️  Cookies - Learn NestJS – Complete Course

⌨️ Cookies

Learn NestJS – Complete Course
2024年03月26日 
13:14:41 - 13:23:03
⌨️  Queues - Learn NestJS – Complete Course

⌨️ Queues

Learn NestJS – Complete Course
2024年03月26日 
13:23:03 - 13:35:43
⌨️  Event Emitter - Learn NestJS – Complete Course

⌨️ Event Emitter

Learn NestJS – Complete Course
2024年03月26日 
13:35:43 - 13:47:13
⌨️  Streaming - Learn NestJS – Complete Course

⌨️ Streaming

Learn NestJS – Complete Course
2024年03月26日 
13:47:13 - 13:52:55
⌨️  Session - Learn NestJS – Complete Course

⌨️ Session

Learn NestJS – Complete Course
2024年03月26日 
13:52:55 - 13:56:30