| مطوّر البرامج: | StudyZoom (51) | ||
| السعر: | * مجاني | ||
| لتصنيفات: | 0 | ||
| المراجعات: | 0 أكتب مراجعة | ||
| قوائم: | 0 + 0 | ||
| النقاط: | 0 + 0 ¡ | ||
| Google Play | |||
الوصف
📚 The Deep Learning Notes (2025–2026) Edition is a complete academic and practical resource tailored for university students, college learners, software engineering majors, and aspiring developers. Covering the entire deep learning syllabus in a structured and student-friendly way, this edition combines a complete syllabus with practice MCQs and quizzes to make learning both effective and engaging.
This app provides a step-by-step guide to mastering deep learning concepts, starting from the basics of programming and progressing to advanced topics such as convolutional networks, recurrent neural networks, and structured probabilistic models. Each unit is carefully designed with explanations, examples, and practice questions to strengthen understanding and prepare students for academic exams and professional development.
---
🎯 Learning Outcomes:
- Understand deep learning concepts from fundamentals to advanced programming.
- Reinforce knowledge with unit-wise MCQs and quizzes.
- Gain hands-on coding experience.
- Prepare effectively for university exams and technical interviews.
---
📂 Units & Topics
🔹 Unit 1: Introduction to Deep Learning
- What is Deep Learning?
- Historical Trends
- Deep Learning Success Stories
🔹 Unit 2: Linear Algebra
- Scalars, Vectors, Matrices, and Tensors
- Matrix Multiplication
- Eigendecomposition
- Principal Components Analysis
🔹 Unit 3: Probability and Information Theory
- Probability Distributions
- Marginal and Conditional Probability
- Bayes' Rule
- Entropy and KL Divergence
🔹 Unit 4: Numerical Computation
- Overflow and Underflow
- Gradient-Based Optimization
- Constrained Optimization
- Automatic Differentiation
🔹 Unit 5: Machine Learning Basics
- Learning Algorithms
- Capacity and Overfitting and Underfitting
🔹 Unit 6: Deep Feedforward Networks
- Architecture of Neural Networks
- Activation Functions
- Universal Approximation
- Depth vs. Width
🔹 Unit 7: Regularization for Deep Learning
- L1 and L2 Regularization
- Dropout
- Early Stopping
- Data Augmentation
🔹 Unit 8: Optimization for Training Deep Models
- Gradient Descent Variants
- Momentum
- Adaptive Learning Rates
- Challenges in Optimization
🔹 Unit 9: Convolutional Networks
- Convolution Operation
- Pooling Layers
- CNN Architectures
- Applications in Vision
🔹 Unit 10: Sequence Modeling: Recurrent and Recursive Nets
- Recurrent Neural Networks
- Long Short-Term Memory
- GRU
- Recursive Neural Networks
🔹 Unit 11: Practical Methodology
- Evaluating Performance
- Debugging Strategies
- Hyperparameter Optimization
- Transfer Learning
🔹 Unit 12: Applications
- Computer Vision
- Speech Recognition
- Natural Language Processing
- Game Playing
🔹 Unit 13: Deep Generative Models
- Autoencoders
- Variational Autoencoders
- Restricted Boltzmann Machines
- Generative Adversarial Networks
🔹 Unit 14: Linear Factor Models
- PCA and Factor Analysis
- ICA
- Sparse Coding
- Matrix Factorization
🔹 Unit 15: Autoencoders
- Basic Autoencoders
- Denoising Autoencoders
- Contractive Autoencoders
- Variational Autoencoders
🔹 Unit 16: Representation Learning
- Distributed Representations
- Manifold Learning
- Deep Belief Networks
- Pretraining Techniques
🔹 Unit 17: Structured Probabilistic Models for Deep Learning
- Directed and Undirected Graphical Models
- Approximate Inference
- Learning with Latent Variables
---
🌟 Why Choose This App?
- Covers the complete deep learning syllabus in a structured format with MCQs, & quizzes for practice.
- Suitable for BS/CS, BS/IT, software engineering students, and developers.
- Builds strong foundations in problem solving and professional programming.
---
✍ This app is inspired by the authors:
Ian Goodfellow, Yoshua Bengio, Aaron Courville
📥 Download Now!
Get your Deep Learning Notes (2025–2026) Edition today! Learn, practice, and master deep learning concepts in a structured, exam-oriented, and professional way.
لقطات
الميزات الجديدة
- الإصدار: 1.0
- تم التحديث:
- 🚀 Initial Launch of Deep Learning Notes
✨ What’s Inside:
✅ Complete syllabus covering deep learning fundamentals
✅ Interactive MCQs & quizzes for self-assessment
✅ Perfect for students & developers who want to master the subject
🎯 Suitable For:
👩🎓 Students of BSCS, BSIT, Software Engineering & ICS
📘 University & college exams (CS/IT related subjects)
🏆 Test prep for certifications & technical assessments
💻 Beginners aiming for freelancing & entry-level developer jobs
السعر
-
* تتضمن إعلانات - اليوم: مجاني
- الحد الأدنى: مجاني
- الحد الأقصى: مجاني
تتبّع الأسعار
مطوّر البرامج
- StudyZoom
- المنصات: Android تطبيقات (51)
- قوائم: 0 + 0
- النقاط: 0 + 0 ¡
- لتصنيفات: 0
- المراجعات: 0
- تخفيضات: 0
- أشرطة فيديو: 0
- RSS: اشتراك
النقاط
0 ☹️
لتصنيفات
0 ☹️
قوائم
0 ☹️
المراجعات
كن الأول لمراجعة هذا المنتج 🌟
معلومات إضافية
- الإصدار: 1.0
- الفئة:
Android تطبيقات›تعليم - نظام التشغيل:
Android 6.0 - الحجم:
23 Mb - تقييم المحتوى:
Everyone - Google Play تقييم:
0 - تم التحديث:
- تاريخ الإصدار:
جهات الاتصال
- الموقع الإلكتروني:
https://h8f561cd7.app-ads-txt.com
Deep Learning Notes عنوان URL مختصر: تم النسخ!- 🌟 مشاركة
- Google Play
قد يعجبك ايضا
-
- DEEP LEARNING
- Android تطبيقات: تعليم بواسطة: Education Nick Media
- * مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.11.1.2 DEEP LEARNING is an online platform for managing data associated with its tutoring classes in the most efficient and transparent manner. It is a user-friendly app with amazing features ⥯
-
- Deep Learning English: 1-on-1
- Android تطبيقات: تعليم بواسطة: Mindlogic Inc.
- * مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.1.08 Chat confidently! AI Tutors never judge your English Practice English with AI Tutors created with deep learning technology Unlimited one-on-one conversations about any topics of your ... ⥯
-
- Deep Learning Point
- Android تطبيقات: تعليم بواسطة: Education Hive Media
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.12.1.1 Welcome to Deepak Learning Point, your trusted companion for academic success and professional growth. At Deepak Learning Point, we are dedicated to providing high-quality education ... ⥯
-
- Deep Learning
- Android تطبيقات: تعليم بواسطة: Education Carroll Media
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.5.3.5 Grow With Pravin is an innovative ed-tech app that helps you to learn the fundamentals of online growth and digital marketing. With the help of this app, you can learn various digital ... ⥯
-
- Learning Pocket
- Android تطبيقات: تعليم بواسطة: Learning Pocket
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.2.4 Our Mission is to enable the young generation to succeed in the competitive market by nurturing their talent, aptitude, diligence and competencies while unleashing their skills. We, ... ⥯
-
- Learning Genie for Educators
- Android تطبيقات: تعليم بواسطة: Learning Genie Inc
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 221 (4.7) الإصدار: 7.2.22 Learning Genie for Childcare is a daily report & portfolio app for preschool teachers, child care centers, family care providers, and nannies. Key features of the Learning Genie ... ⥯
-
- Learning Pool LMS
- Android تطبيقات: تعليم بواسطة: Learning Pool
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 4.0.5 Learning Pool LMS users can now complete their learning on the go by using the Learning Pool Mobile App. The Learning Pool Mobile App has an Offline Player that allows you to download ... ⥯
-
- Learning Chemistry
- Android تطبيقات: تعليم بواسطة: Learning Chemistry
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.11.1.2 Learning Chemistry is an app designed to make chemistry learning fun, easy and accessible to everyone. With this app, students can learn about various topics related to chemistry such ... ⥯
-
- Learning Niti
- Android تطبيقات: تعليم بواسطة: Learning Niti
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 2 + 2,303 (5.0) الإصدار: 1.12.1.1 Right from understanding the topics to clearing the exam, we offer you a one-stop solution for all your learning needs. Now learn with us, uninterrupted from the safety of your home. ... ⥯
-
- Learning Assistant
- Android تطبيقات: تعليم بواسطة: Learning Assistant
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 2.3.8 The Learning Assistant is designed to support learners and assessors, our intuitive interface allows you to easily capture evidence and observations relating to your learners ... ⥯
-
- Deep English Learning
- Android تطبيقات: تعليم بواسطة: Deep English
- * مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 566 (4.6) الإصدار: 2.1.0.4 Learn English with free story lessons. Learning English should NOT be boring. These lessons will motivate you to improve your listening and speaking while stimulating your mind. Think ... ⥯
-
- Notes Guruji
- Android تطبيقات: تعليم بواسطة: NOTES GURUJI
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 1.8.2 Welcome to Notes Guruji, your ultimate note-taking companion. With our app, you can organize your study materials, lecture notes, and research findings in one place. Take handwritten ... ⥯
-
- Deep Memory
- Android تطبيقات: تعليم بواسطة: Deep memory
- * مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 0 + 0 الإصدار: 2.8.2 Discover Deep Memory, the application that combines the power of artificial intelligence and the latest advances in neuroscience to optimize your learning! Thanks to our innovative ... ⥯
-
- Deep Time Walk: Earth history
- Android تطبيقات: تعليم بواسطة: Deep Time Walk C.I.C.
- مجاني
- قوائم: 0 + 0 لتصنيفات: 0 المراجعات: 0
- النقاط: 2 + 118 (4.4) الإصدار: 1.3.0 Step back in time and experience Earth history like never before. The award-winning Deep Time Walk is a ground-breaking tool enabling anyone, anywhere to take a walking audio history ... ⥯