Deep Learning Full Course 2024 | Deep Learning Tutorial for Beginners [4 Hours] - 2024 Edition

[@wscubetech]

🔴 To learn Data Analytics & Python Course online with regular LIVE CLASSES, enroll now: www.wscubetech.com/landing-pages/online-data-analytics-course.html?KZbin&April2024_22&RV

[@SleepyBaseball-ts7se]

Vote for Machine Learning Part 2 👉👉👉

[@Lovish2426]

Hlo bro

[@nafisfida9024]

00:02:20 - What is Deep Learning? 00:12:53 - What is Neuron & Neural Networks, Types of Deep Learning Networks? 00:20:45 - What is Single Layer Perceptron & How to use it? 00:30:24 - Perceptron Work 00:41:01 - What is Multilayer Perceptron and Notation (ANN) & How to use it? 00:51:45 - Forward Propagation and Back propagation 01:15:35-Activation Functions for Neural Networks 01:27:51-What is Loss Functions & How to use it? 02:26:52 - Identify Overfitting in Deep Learning (Early Stopping,Regularization) 02:50:28 - What is Batch Normalization & How to use it? 02:59:11-What is Dropout Layer & How to use it? 03:14:05 - Vanishing Gradient Problem 03:22:40 - Hyperparameter Tuning 03:34:31 Convolutional Neural Network 03:45:12 - What is Convolutional, Pooling, Flattening 04:02:51 - Convolutional Neural Network (Practical)

[@nehakumarinehakumari3760]

Please part2 ML It's very need.

[@titanemperor9132]

00:02 Deep learning teaches computers to learn and recognize patterns. 02:42 Deep learning is a subpart of machine learning 06:52 Introduction to Neural Networks in Deep Learning 08:45 Deep learning is used in real-world applications 12:30 Understanding the working of neurons and neural networks 14:19 Understanding the data collection process inside cells. 18:21 Understanding single layer perceptron and multi-layer neural networks 19:56 Introduction to neural networks 23:52 Weightage in managing data and output 25:40 Understanding activation functions in deep learning 29:18 Single Layer Perceptron is limited for complex data handling 31:06 Introduction to Machine Learning Algorithms 34:15 Data is separated into input and output for model testing. 35:51 Building and evaluating a Deep Learning model. 39:02 Introduction to Single-Layer Perceptron 40:34 Introduction to Multilayer Perceptron 43:46 Understanding weightage and bias computation in neural networks 45:15 Explaining the structure of neural networks 48:32 Understanding the concept of multilayer neural networks 50:11 Understanding the activation functions in Multi Layer Perceptron 53:23 Understanding weightage and bias in neural networks 55:02 Explanation of hidden layers and activation functions 58:13 Gradient descent minimizes loss 59:55 Backward propagation and weightage update 1:03:09 Understanding different loss functions and back propagation in deep learning 1:04:44 Explaining Mean Square Loss and Updating Parameters 1:08:22 Importance of learning rate in Deep Learning 1:10:03 Introduction to Single Layer Perceptron 1:13:06 Calculating values using equations in Deep Learning 1:15:00 Backward propagation and gradient descent 1:18:18 Understanding activation functions and their role in non-linear data 1:19:56 The activation function 'linear' is discussed. 1:23:19 Different activation functions in deep learning 1:25:01 Understanding neural network outputs 1:28:22 Understanding loss function basics in deep learning 1:30:15 The algorithm and parameters of neural networks 1:33:38 Understanding the difference between loss and cost functions 1:35:17 Understanding various loss functions in neural networks 1:38:58 Understanding Mean Squared Error in Deep Learning 1:40:36 Understanding modulus and its impact on value 1:43:36 Explanation of Huber Loss in Deep Learning 1:45:12 Log loss formula usage for binary classification 1:48:12 Explanation of one hot encoding 1:49:43 Understanding one-hot encoding and label encoding 1:53:07 Understanding global and local minima in deep learning 1:54:44 Understanding the importance of learning rates in deep learning optimization 1:58:03 Understanding different types of optimizers in Deep Learning 1:59:46 Practical application of multi layer perceptron in analyzing bank customer data 2:03:05 Data Scaling Process Overview 2:04:42 Importance of data scaling in Deep Learning 2:07:45 Setting up the neural network model with activation functions and optimizers 2:09:20 Splitting data for training and testing 2:12:32 Processing and analyzing data in different formats 2:13:51 Performing PRD and checking model accuracy 2:16:55 Analyzing model performance on new data 2:18:28 Training and evaluating the deep learning model. 2:21:42 Optimizing Neural Network for Model Accuracy 2:23:13 Choose the best optimizer and tune hyperparameters for improved model accuracy. 2:26:31 Understanding Hyperparameter Tuning and Overfitting in Neural Networks 2:28:13 Understanding model accuracy and overfitting 2:31:28 Understanding overfitting in Deep Learning 2:33:02 Building and evaluating a deep learning model using TensorFlow 2:35:59 Identifying and addressing overfitting in model training for improved accuracy 2:37:30 Concept of Early Stopping in Deep Learning 2:40:26 Understanding the importance of accuracy in deep learning training and testing 2:41:56 Understanding the process of determining accuracy in training and testing 2:45:04 Understanding callbacks, early stopping, and regularization in deep learning models 2:46:43 Applying L2 regularization in deep learning 2:49:48 Importance of Hyper Parameter Tuning 2:51:47 Importance of proper normalization and activation functions in deep learning Crafted by Merlin AI.

[@sapnakumari9327]

Thanks for hard work

[@imranahmed-zh9ir]

Machine learning Part 2 chahiye 😢 please please please aap upload kariyega agar thousand comments na bhi hue to . Thanks for providing informative videos. Thanks A lote.❤

[@YouTubesdmkn]

Learning from you is incredibly amazing. extremely beneficial to everyone.

[@AliKhan-iw5jk]

😮

[@fartoon-kc6cp]

Thank once again for your efforts to make young guys skill ful.Kindly make videos about tensorflow and keras ,make some projects using some dataset,How to get job n ML,DL.If you need any Subtitles services I will do it with less price.

[@rockysp1]

Very Nice Course Sir Thanks WscubeTech Team

[@alamshaikh4358]

Thank you to all your teams I'm waiting for machine learning part - 2.

[@wscubetech]

Coming soon!

[@Ahmad_Khan_Alwazir-006]

I am from Pakistan all team is very intelligent and I am watching your videos course and tutorial from 2023 This KZbin channel is change my life Inshallah

[@RobertAlberto-o9k]

Time pass krna band kr, ab purh b le... Kci nee poocha kahan se ho, khud hi bakwaas shru krdaitey ho

[@RobertAlberto-o9k]

@TOP_FACTZZ_ bhai Ahmed khan alwazir ko bool rha tha, ab kiyun beech me koodh parag

[@Chad-uq5vp]

Jab two chutiya aapas mai mil jaiye tu ye hota hai😂😂😂

[@Paglet-ys3bm]

But hum sab toh aapke liye kaafir hain😂😂😂😂

[@user-noshees]

bs dikhadi na oqat India walon ..ye he tumhari asliyat. Us Pakistani ne tareef kia kardi tm kud pare apni zalalt dikhane e sham shame m m indian

[@MovieOk-p8q]

Sir please make complete video on NEURAL NETWORK AND DEEP LEARNING. JAISA apne ml ka part 1 and part2 each and every topics kraye ho ❤🎉

[@GeniusAqueeq]

Very important video for beginners, those who are going to swim in Deep learning.

[@saniaayoub5474]

Excellent explanation ❤❤❤

[@user-gk9dc8ts9i]

Yes Definitely Vote for Machine Learning Part 2...❤❤❤

[@ValiyaRuen]

I appreciate the effort you've put into creating these valuable resources. Your dedication to helping others learn coding, machine learning, and deep learning is truly inspiring. Keep up the fantastic work!❤

[@MuhammadSaqib-f6v]

Part 2 very important plz sir From Pakistan

[@NikhilSahu-v3x]

I have a request for team ws cube tech please provide digital marketing learning sources with practical knowledge

[@abhaysinghvideocreation5470]

Very well explanations and all steps of explanation are connecting dots..

[@fartoon-kc6cp]

Thank you 🎉

[@bishal0737]

Please make the video on the topic "sklearn python library" 😊

[@MovieOk-p8q]

Sir please make complete deep learning. Jaise ml ki video hai. And please make video on computer vision ❤

[@pan_dat]

Please provide part 2 for machine learning

[@naren4822]

Pls make Part 2 soon 😊

[@rubalarora3788]

Thanks a lot for these videos. Each and every topic is well explained, highly appreciated!! Kindly upload part2.

[@mofijmallick5572]

I liked first 😂❤ Thank you so much for this topic ❤

[@user-hacktheworld]

Deep learning part 2 ( Advanced Deep Learning )

[@MovieOk-p8q]

Sir please start Reinforcemet Learning playlist Including Q Learning and Bellman equation

[@Channel_Spotlight]

Thanks 💯🔥

[@MovieOk-p8q]

Mam or sir ye complete video hai na deep learning ke liya.❤

[@HustleWithShubham01]

Yes for sure please bring part2

[@ravishankarsingh9015]

It's not complete video...plzz upload deep learning part-2

[@only4umurree]

Thank you

[@hdrrishu]

I have a request Team WS cube tech please make a video on full course of Tabeau for Data analyst

[@haseebzahid7438]

Hi please bring a course on chat bot ur courses are very helpful and full of information and knowledgeable. Stay blessed team ws cube tech

[@paulntalo1425]

Great insights and well prepared and presented knowledge. Do you have English only videos?

[@Hajramurtaza-i7g]

Excellent work

[@Yoriichiedits757]

@wscubetech as I mention in your previous video plz provide dataset that you use in your video it will be more helpful for learners thank you!

[@junaiddooast7435]

kindly provide these slides also . this will be quite helpful and time saving for us

[@saqlain0902]

please bring machine Learning part 2

[@ashwinikumar13]

Great, I was looking for

[@saniaayoub5474]

Kindly image base dataset pr all ml algorithm and techniques apply kr k upload kry

[@shortswithVi]

thank you so much for this beautifull deep learning course after machine learning i m lookiing for a deep learning course and you guys did it thank so much for this course @wscubetech bus sir iske baad aap GenAI ka full course le aaiye aap sabhi ki asim krapa hogi

[@romsea9721]

Thank you so much sir...🎉🎉🎉

[@SahilRaj-qs6vt]

thankyou for your help

[@MuhammadSaqib-f6v]

Very nice

[@bhavanadhaker3597]

😢Sir your lecture can be more interesting by introducing Little bit jokes just like your NLP lecture. It was learning with enjoying🎉

[@saney4385]

I am very excited 🥰🥰

[@swarnabhamajumder9561]

Deep learning also part 2 please

[@Death-hack-trust]

😇😇😇 thanks for sharing 😊

[@rkletsgo5776]

Vote for machine learning part 2❤❤

[@KamleshKumawat-y1n]

Sir provide machine learning part 3

[@MUsman-197]

Excellent content! Need more ❤❤❤

[@ranbirsingh2946]

Thanks for the informative video

[@zohaibzabi4107]

Please machine learning part 2

[@aibclogic]

Video for making video on "how to make ai chatbot development" ❤

[@this_is_the_baat]

great video keep it up

[@TalhaAli-u6s]

Dear team ham sab Kee aik request he apse, takreeban hum sab ko collage university me Andrew ng style me paraya jata he to please Jis tarah Andrew karwata he please ap b Andrew jese slides Kee Tarah karwao

[@NikkhilDehal]

nice Sir

[@arnavsingh3707]

please upload deep learning part-2

[@varunradheycreations3472]

Best free resources always available here ❤ .

[@user-hacktheworld]

Reinforcement learning please

[@Byte_Bandits]

Very informative

[@SAHILRAJ-b8u]

thankyou😍☺

[@aashishprajapati2023]

Want to part 2🙏

[@oddpakistani]

Love From Pakistan, good videos

[@3python]

part 2 please 😊

[@muneebawais8733]

From where we can download your data set for perception work

[@rockysp1]

Sir ML ka Second Part Kab Aane Wala Hai..?

[@divyaanshuagrawal3383]

The differentiation in Gradient Descent is wrong. First of all, it involves Partial Differentiation. Moreover, The derivative would not have any term of higher power. It will have only Linear degree terms.

[@MuneebAwais-i2c]

Can someone pls explain me difference between activation function and backward propagation?

[@memenow1163]

Thanks

[@Jatinvip0759]

Machine learning part 2 please 😢

[@wscubetech]

Coming soon

[@MovieOk-p8q]

Mam machine learning ka part 2 kb ayega ❤❤❤❤ please launch quickly. Our exams come near

[@MuhammadSaqib-f6v]

Sir deep learning part 2 ????

[@madhurikadam5150]

can you please share the ppt or note file for the better understanding and revision

[@abhishekshuklavince8184]

Sir recurrent neural network ka video laiye

[@canyourelate]

thankyou

[@CricTales78625]

we need machine learning part 2

[@saniaayoub5474]

Image base dataset pr dl and ml apply kry please please please please

[@salonichourishiya5938]

where is machine learning part 1 please provide

[@AyushShahcricketaddicts]

Please create video on Mojo programming language

[@user-hacktheworld]

Advanced deep learning part 2

[@msb-we7lh]

Yes we want part 2 ML

[@mohdadnan7395]

sir, RNN is not there i have search for different videos but i am not understanding any thing please make a video on RNN

[@RabeeHameed]

vote for deep learning part2

[@SporteeGamer]

Can you kindly share your slides? Thanks

[@Optoxic483]

Waiting for Deep learning intermediate course 2024🥱🥱🥱

[@Optoxic483]

+full roadmap

[@it_insights50]

Sir aap ye sab concept aur hub hu example aap great learning academy se laaye ho

[@Sumit-ty3pf]

Dataset bhi de diya kro yrr 😥😥😥

[@jayavardhan8764]

Where can I get Datasets used in this video.

[@shigritahir4748]

Machine learning prt 2

[@reflexgaming6630]

Waiting for Deep Leaning part 2 😢

[@ADVICETOPROCEED]

❤❤❤❤❤❤❤❤

[@this_is_the_baat]

we need part 2 of ml

[@aaronshubhamgupta]

Vote for Machine learning - Part 2 ❤. Add more comment 💬

[@puneetkhatriiiiiiii]

Prerequisites for this video?

[@AhmadShakeelX]

Gradient descent formula seems to be different. Is this me only or its actually wrong?

[@SagarKumar-vc7sw]

Artificial intelligence course need mam

[@cartoonrehan]

Deep learning 2nd part please please please please please upload upload upload upload upload upload