기술
📚 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.
스크린샷
새로운 기능
- 버전: 1.0
- 업데이트:
- 🚀 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
가격
-
* 광고 포함 - 오늘: 무료
- 최소: 무료
- 최대: 무료
가격 추적
포인트
0 ☹️
순위
0 ☹️
목록
0 ☹️
리뷰
첫 번째 리뷰를 남겨보세요 🌟
추가 정보
주소록
https://h8f561cd7.app-ads-txt.com당신은 또한 같은 수 있습니다
-
- DEEP LEARNING
- Android 앱: 교육 게시자: Education Nick Media
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Mindlogic Inc.
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Education Hive Media
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.11.1.2 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 앱: 교육 게시자: Education Carroll Media
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Learning Pocket
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Learning Genie Inc
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 151 (4.3) 버전: 7.2.15 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 앱: 교육 게시자: Learning Pool
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Learning Chemistry
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Learning Niti
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 2 + 2,272 (5.0) 버전: 1.8.2.9 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 앱: 교육 게시자: Learning Assistant
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 2.3.2 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 앱: 교육 게시자: Deep English
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 555 (4.6) 버전: 2.0.7.8 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 앱: 교육 게시자: NOTES GURUJI
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Deep memory
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 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 앱: 교육 게시자: Deep Time Walk C.I.C.
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 2 + 117 (4.4) 버전: 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 ... ⥯