Yassen Ahmed
Yassen Ahmed
  • Видео 21
  • Просмотров 12 971
Neural networks and deep learning | Lec_2 | Modularity & Architecture Design بالعربي
Neural networks and deep learning | Lec_2 | Modularity & Architecture Design بالعربي
Welcome to our Neural Networks & Deep Learning course, where we dive into the fundamentals of neural networks and explore deep learning techniques that drive AI innovation! Join us as we understand how neural networks learn, improve, and power applications from image recognition to natural language processing.
What You Will Learn:
1- Deep learning nonlinearities
2-Gradient-based learning
3- cost function (maximum likelihood Estimation - negative log-likelihood)
4-Activation functions
-Linear Unit
-ReLU - Leaky ReLU - ELU - GELU
-Sigmoid
- Tanh
-Softmax
5-Architecture Design (Width and Depth)
6- Chain rule
7...
Просмотров: 915

Видео

Neural networks and deep learning | Lec_1 | Deep Feedforward Networks بالعربي23:24Neural networks and deep learning | Lec_1 | Deep Feedforward Networks بالعربي
Neural networks and deep learning | Lec_1 | Deep Feedforward Networks بالعربي
Просмотров 94514 дней назад
Neural networks and deep learning | Lec_1 | Deep Feedforward Networks بالعربي Welcome to our Neural Networks & Deep Learning course, where we dive into the fundamentals of neural networks and explore deep learning techniques that drive AI innovation! Join us as we understand how neural networks learn, improve, and power applications from image recognition to natural language processing. What Yo...
intro to data science | Lec_6| probability & Hoeffding's Inequality بالعربي22:02intro to data science | Lec_6| probability & Hoeffding's Inequality بالعربي
intro to data science | Lec_6| probability & Hoeffding's Inequality بالعربي
Просмотров 75014 дней назад
intro to data science | Lec_6| probability & Hoeffding's Inequality بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1-pprobability 2-Hoeffding's Inequality 3-Examples Stay Con...
intro to data science | Lec_5 | linear models & nonlinear transformation بالعربي8:06intro to data science | Lec_5 | linear models & nonlinear transformation بالعربي
intro to data science | Lec_5 | linear models & nonlinear transformation بالعربي
Просмотров 88721 день назад
intro to data science | Lec_5 | linear models & nonlinear transformation بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1-pseudo-inverse dimensions 2-Linear Regression 3-Line...
intro to data science | Lec_4 | Minimizing the error بالعربي9:27intro to data science | Lec_4 | Minimizing the error بالعربي
intro to data science | Lec_4 | Minimizing the error بالعربي
Просмотров 820Месяц назад
intro to data science | Lec_4 | Minimizing the error بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1- norms 2-Minimizing the error 3-pseudo-inverse Stay Connected: Subscribe...
intro to data science | Lec_3 | linear models (Regression & classification) بالعربي11:47intro to data science | Lec_3 | linear models (Regression & classification) بالعربي
intro to data science | Lec_3 | linear models (Regression & classification) بالعربي
Просмотров 932Месяц назад
intro to data science | Lec_3 | linear models (Regression & classification) بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1- input representation 2-Linear classification 3-L...
intro to data science | Lec_2 |types of learning بالعربي13:32intro to data science | Lec_2 |types of learning بالعربي
intro to data science | Lec_2 |types of learning بالعربي
Просмотров 981Месяц назад
intro to data science | Lec_2 |types of learning بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1- Perceptron learning algorithm (PLA) 2-types of learning Stay Connected: Sub...
intro to data science | Lec_1 | The learning problem بالعربي7:44intro to data science | Lec_1 | The learning problem بالعربي
intro to data science | Lec_1 | The learning problem بالعربي
Просмотров 1,2 тыс.Месяц назад
intro to data science | Lec_1 | The learning problem بالعربي Welcome to our Data Science course, where we embark on an exciting journey through the world of data! Join us as we learn how to harness the power of data to make informed decisions, uncover insights, and drive innovation in various fields. What You Will Learn: 1- what is learning 2-Components of Learning 3-A simple model Stay Connect...
Evolutionary Algorithms | Lec_9 |Constraint Handling بالعربي42:19Evolutionary Algorithms | Lec_9 |Constraint Handling بالعربي
Evolutionary Algorithms | Lec_9 |Constraint Handling بالعربي
Просмотров 534 месяца назад
Evolutionary Algorithms | Lec_9 |Constraint Handling Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: ▪ Motivation | What is a Constrained Problem? | Why Handling Constraints? ▪ Evolutionary Constraint Handling [ Optimisation vs. Constraint Satisfaction ] ▪ The two main types of ...
Evolutionary Algorithms | Lec_7.2 | Swarm Intelligence[SI]:Particle Swarm Optimisation [PSO] بالعربي47:52Evolutionary Algorithms | Lec_7.2 | Swarm Intelligence[SI]:Particle Swarm Optimisation [PSO] بالعربي
Evolutionary Algorithms | Lec_7.2 | Swarm Intelligence[SI]:Particle Swarm Optimisation [PSO] بالعربي
Просмотров 2706 месяцев назад
Evolutionary Algorithms | Lec_7.2 | Swarm Intelligence [SI]: the Particle Swarm Optimisation [PSO] Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: 1.Popular Evolutionary Algorithm Variantsand taxonomy for Nature-Inspired Algorithms 2.Nature-Inspired Abstraction Models[ a Quick O...
Evolutionary Algorithms | Lec_7.1 | Popular EAs Variants: the Differential Evolution بالعربي38:45Evolutionary Algorithms | Lec_7.1 | Popular EAs Variants: the Differential Evolution بالعربي
Evolutionary Algorithms | Lec_7.1 | Popular EAs Variants: the Differential Evolution بالعربي
Просмотров 2836 месяцев назад
Evolutionary Algorithms | Lec_7.1 | Popular EAs Variants: the Differential Evolution Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: 1.Differential Evolution [a Quick Overview | the Basic Components | a Technical Summary 2.Requirements for a Practical Minimization Technique and ...
Evolutionary Algorithms | Lec_7.0 | Popular EAs Variants : the Canonical/Simple Genetic Algorithm35:12Evolutionary Algorithms | Lec_7.0 | Popular EAs Variants : the Canonical/Simple Genetic Algorithm
Evolutionary Algorithms | Lec_7.0 | Popular EAs Variants : the Canonical/Simple Genetic Algorithm
Просмотров 3566 месяцев назад
Evolutionary Algorithms | Lec_7.0 | Popular EAs Variants : the Canonical/Simple Genetic Algorithm Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: 1.Popular Evolutionary Algorithm Variants and One of the many taxonomies for Nature-Inspired Algorithms 2.Genetic Algorithms[GAs] - a...
Evolutionary Algorithms | Lec_6 | Multimodal Problems and Approaches for Preserving Diversity59:02Evolutionary Algorithms | Lec_6 | Multimodal Problems and Approaches for Preserving Diversity
Evolutionary Algorithms | Lec_6 | Multimodal Problems and Approaches for Preserving Diversity
Просмотров 4336 месяцев назад
Evolutionary Algorithms | Lec_6 | Multimodal Problems and Approaches for Preserving Diversity Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: 1.Multimodality 2.Genetic Drift and the Basin of Attraction 3.Spaces within which an EA operates [Genotype / Phenotype / Algorithmic] 4.A...
Evolutionary Algorithms | solving midterm بالعربي22:56Evolutionary Algorithms | solving midterm بالعربي
Evolutionary Algorithms | solving midterm بالعربي
Просмотров 2237 месяцев назад
Evolutionary Algorithms | solving midterm Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! Resources: Dr. Amr Ghoneim's drive: drive.google.com/drive/folders/1baNwqAJbF1q3QD_myKL0wgkdG4QP3Bdh?usp=drive_link Stay Connected: Subscribe to the channel for more updates on our Evolutionary Algorithms cours...
Evolutionary Algorithms | Lec_5 | Selection Operators بالعربي1:17:36Evolutionary Algorithms | Lec_5 | Selection Operators بالعربي
Evolutionary Algorithms | Lec_5 | Selection Operators بالعربي
Просмотров 4167 месяцев назад
Evolutionary Algorithms | Lec_5 | Selection Operators Welcome to our Evolutionary Algorithms course, where we dive deep into the fascinating world of optimization and natural selection in computing! What You Will Learn: 1.Population Management Models 2.Parent Selection 3.Survivor Selection / Replacement Resources: Dr. Amr Ghoneim's drive: drive.google.com/drive/folders/1baNwqAJbF1q3QD_myKL0wgkd...
Evolutionary Algorithms | Lec_4.3 | Variation Operators in EAs: Permutation & Tree Representation43:50Evolutionary Algorithms | Lec_4.3 | Variation Operators in EAs: Permutation & Tree Representation
Evolutionary Algorithms | Lec_4.3 | Variation Operators in EAs: Permutation & Tree Representation
Просмотров 3768 месяцев назад
Evolutionary Algorithms | Lec_4.3 | Variation Operators in EAs: Permutation & Tree Representation
Evolutionary Algorithms | Lec_4.2 | Variation Operators in EAs: Integer & Real-valued Representation45:51Evolutionary Algorithms | Lec_4.2 | Variation Operators in EAs: Integer & Real-valued Representation
Evolutionary Algorithms | Lec_4.2 | Variation Operators in EAs: Integer & Real-valued Representation
Просмотров 4338 месяцев назад
Evolutionary Algorithms | Lec_4.2 | Variation Operators in EAs: Integer & Real-valued Representation
Evolutionary Algorithms | Lec_4.1 | Variation Operators in EAs: Binary Representation بالعربي52:58Evolutionary Algorithms | Lec_4.1 | Variation Operators in EAs: Binary Representation بالعربي
Evolutionary Algorithms | Lec_4.1 | Variation Operators in EAs: Binary Representation بالعربي
Просмотров 4978 месяцев назад
Evolutionary Algorithms | Lec_4.1 | Variation Operators in EAs: Binary Representation بالعربي
Evolutionary Algorithms | Lec_3 | What is an Evolutionary Algorithm? بالعربي55:25Evolutionary Algorithms | Lec_3 | What is an Evolutionary Algorithm? بالعربي
Evolutionary Algorithms | Lec_3 | What is an Evolutionary Algorithm? بالعربي
Просмотров 5348 месяцев назад
Evolutionary Algorithms | Lec_3 | What is an Evolutionary Algorithm? بالعربي
Evolutionary Algorithms | Lec_2 | Evolutionary Computing: The Origins بالعربي49:56Evolutionary Algorithms | Lec_2 | Evolutionary Computing: The Origins بالعربي
Evolutionary Algorithms | Lec_2 | Evolutionary Computing: The Origins بالعربي
Просмотров 4808 месяцев назад
Evolutionary Algorithms | Lec_2 | Evolutionary Computing: The Origins بالعربي
Evolutionary Algorithms | Lec_1 | What Problems to be Solved? بالعربي1:05:57Evolutionary Algorithms | Lec_1 | What Problems to be Solved? بالعربي
Evolutionary Algorithms | Lec_1 | What Problems to be Solved? بالعربي
Просмотров 1,2 тыс.8 месяцев назад
Evolutionary Algorithms | Lec_1 | What Problems to be Solved? بالعربي

Комментарии

  • @ZainabYasser-bg6oi
    @ZainabYasser-bg6oi 9 дней назад

    شكرا على انك سهلتها علينا ❤

  • @zeinabyasser2464
    @zeinabyasser2464 9 дней назад

    شكرا جدا يا ياسين على شرحك ده ربنا يجازيك خير يرب

  • @Mo7AmEd1203
    @Mo7AmEd1203 9 дней назад

    3ash ya A5oya Keep going

  • @hafezadel7721
    @hafezadel7721 10 дней назад

    جزاك الله خير ❤

  • @omartamer708
    @omartamer708 10 дней назад

    13:36 maximum likelihood (MLE) is a statistical technique to fit some data points by assuming the underlying probability distribution and approximate its parameters. the cost functions can be derived using this technique. in the slide a normal distribution is assumed, and the mean is the model itself, and the variance is the identity matrix (identically and independently distributed points) and MLE used to derive the mean square error.

  • @ma4747gh
    @ma4747gh 11 дней назад

    ❤❤❤❤

  • @mostafamohamed1589
    @mostafamohamed1589 11 дней назад

    عاش ♥👏👏

  • @-cnio7803
    @-cnio7803 13 дней назад

    شكرا يا ياسين

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 16 дней назад

    ❤❤

  • @shafyammer5159
    @shafyammer5159 17 дней назад

    عظمه ❤❤

  • @motawehnagi
    @motawehnagi 24 дня назад

    المادة في امان ❤️💪

  • @يوسفجمعهعزوز
    @يوسفجمعهعزوز Месяц назад

    ممكن بقا فيديو تشرح فيه اسئله على المحاضرات السابقه

    • @YassenAhmed577
      @YassenAhmed577 Месяц назад

      ان شاء الله هنحاول نعملها ♥️♥️

  • @sherinealkzaz5564
    @sherinealkzaz5564 Месяц назад

    جزاكم الله خيرا يا هندسه

  • @sherinealkzaz5564
    @sherinealkzaz5564 Месяц назад

    ما شاء الله ولا قوه الا بالله اللهم بارك فيك وبارك عليك اسال الله لك التوفيق والتيسير والسداد

  • @mohamedhoussien4330
    @mohamedhoussien4330 Месяц назад

    عاش يا هندسه ❤❤

  • @motawehnagi
    @motawehnagi 4 месяца назад

    مش ممكن عظمة كمان في الاجازة ❤️

  • @MohamedElshawaf100
    @MohamedElshawaf100 6 месяцев назад

    بالتوفيق للجميع

  • @saifhossamaldin2003
    @saifhossamaldin2003 6 месяцев назад

    جزاك الله خيرا

  • @MohamedElshawaf100
    @MohamedElshawaf100 6 месяцев назад

    شكرا يا ياسين

  • @Internet_Street
    @Internet_Street 6 месяцев назад

    السلام عليكم عندي سوال بسيط في ال Explicit Approaches هو ممكن الواحد يستخدم ( ال fitness sharing مع ال extinction) او يستخدم ( الcrowding مع ال extinction) وطبعا مش هنعرف نستخدم ( ال fitness sharing مع ال crowding) لانهم عكس بعض و شكرا جدا

    • @YassenAhmed577
      @YassenAhmed577 6 месяцев назад

      اه زي ما انت قولت بالظبط ممكن اه تستخدم fitness sharing او crowding مع extinction بس طبعا في حالة انك محتاج دا في ال problem بتاعتك

    • @Internet_Street
      @Internet_Street 6 месяцев назад

      @@YassenAhmed577 تمام شكرا جدا 🤩

    • @YassenAhmed577
      @YassenAhmed577 6 месяцев назад

      ♥️♥️

  • @motawehnagi
    @motawehnagi 7 месяцев назад

    اجمد واحد يشرح Ea

  • @MahyAhmed-r2u
    @MahyAhmed-r2u 7 месяцев назад

    ❤❤❤❤

  • @YassenAhmed577
    @YassenAhmed577 7 месяцев назад

    المحاضر خلصت عند الدقيقة 1:5:50 الباقي هو اعادة بالغلط لأخر جزء

  • @ahmedgharib4423
    @ahmedgharib4423 8 месяцев назад

    شرح جامد ❤

  • @ahmedgharib4423
    @ahmedgharib4423 8 месяцев назад

    ❤❤❤❤❤❤❤

  • @hadyahmed3764
    @hadyahmed3764 8 месяцев назад

    ❤❤❤❤

  • @hadyahmed3764
    @hadyahmed3764 8 месяцев назад

    ❤❤❤

  • @hadyahmed3764
    @hadyahmed3764 8 месяцев назад

    ❤❤

  • @hadyahmed3764
    @hadyahmed3764 8 месяцев назад

    ❤❤

  • @motawehnagi
    @motawehnagi 8 месяцев назад

    كل شرح اجمد من اللي قبله يا عمنا ❤️

  • @amrramadan3590
    @amrramadan3590 8 месяцев назад

    ربنا يوفقك يادكتور المحاضره دي مكنتش فاهمها خالص بس فهمتها من الشرح بتاع حضرتك❤

  • @MohamedElshawaf100
    @MohamedElshawaf100 8 месяцев назад

    علي الرااايق ❤

  • @MohamedElshawaf100
    @MohamedElshawaf100 8 месяцев назад

    انا من أشد المعجبين بيك يا ضكتووور ❤

  • @motawehnagi
    @motawehnagi 8 месяцев назад

    جامد يا اخويا استمر ❤️

  • @motawehnagi
    @motawehnagi 8 месяцев назад

    اجمد شرح في التاريخ ❤️❤️

  • @MarwanMohamed_
    @MarwanMohamed_ 8 месяцев назад

    جامد ❤❤