说明
Master artificial intelligence and machine learning at your own pace with Day-by-Day Deep Learning—a dynamic and interactive learning app designed to simplify complex topics like neural networks, CNNs, RNNs, Transformers, and more. Whether you’re just starting your AI journey or advancing your deep learning expertise, this app offers everything you need to learn effectively.
Key Features:
• Interactive Flashcards: Learn with bite-sized flashcards designed for clarity and retention, and mark your progress as you go.
• Personalized Notes for Each Topic: Add and save your own notes directly within each topic, making it easy to personalize your learning journey.
• Bookmark and Track Progress: Bookmark key topics for quick reference and monitor your overall progress with a detailed dashboard that keeps you motivated.
• Mark as Read: Stay organized by marking lessons as read and tracking what’s left to explore.
• Offline Access: Learn anytime, anywhere, without needing an internet connection.
• Powerful Search Functionality: Quickly find topics or lessons using the robust search tool.
• Beginner to Advanced Topics: Cover foundational concepts like supervised learning and neural networks, then dive into advanced topics like NLP, Transformers, and Reinforcement Learning.
• Math & Code Support: View beautifully rendered equations and syntax-highlighted code examples for a seamless and professional learning experience.
Take your deep learning skills to the next level. Whether you’re learning for work, school, or personal growth, Day-by-Day Deep Learning gives you the tools to succeed. Download now and start your journey to becoming an AI expert today!
新版变化
- 版本: 2.2
- 已更新:
- Fixed the material of the content, the material are more up to date for 2025 and all information got better and more up to date :
Now is 80 articles fixed and updated for 2025 to learn ai - deep learning step by step in 80 days : topics covered are :
80 days topics include in this app are :
Intro to ML – ML types, models, train-test split.
ML in iOS – Using ML in apps.
Model Types – Supervised vs. unsupervised.
Regression & Classification – Basics with MNIST.
SGD Math – How it works.
Normal Equation – Prediction without iteration.
Gradient Descent – Concept and application.
Types of GD – Batch, Stochastic, Mini-Batch.
Perceptrons – Deep learning basics.
MLPs – Regression vs. classification.
Activation Functions – ReLU, Sigmoid, etc.
Non-Linearity – Hidden layers & activation.
Intro to Keras – Building models.
Keras APIs – Sequential, Functional, Subclassing.
Keras API Comparison – Sequential vs. Functional.
TensorFlow Tools – TensorBoard, callbacks, saving models.
Hyperparameter Tuning – With Keras Tuner.
Manual vs. Auto Optimization – Tuning models.
Bayesian Optimization – Neural network tuning.
Vanishing Gradient – Explanation.
Weight Initialization – Strategies.
Monetizing AI APIs – Creating paid APIs.
Weight Init: Part 2 – Advanced methods.
Advanced Activation – GELU, Mish, etc.
Batch Norm – How it works.
Batch Norm: Part 2 – Further details.
Batch Norm Parameters – Trainable/non-trainable.
Gradient Clipping – Avoid exploding gradients.
Transfer Learning – Basics.
Transfer Learning Example – Implementing it.
Labeled vs. Unlabeled Data – Differences.
Speeding Up Training – Optimization tricks.
Momentum Optimization – Deep dive.
Momentum vs. Normalization – Comparisons.
Momentum: Part 3 – Advanced details.
NAG Optimizer – Nesterov Accelerated Gradient.
AdaGrad – Origins & proof.
Optimizer Comparison – AdaGrad, RMSProp, Adam.
Adam vs. Other Optimizers – Pros & cons.
Adam & Local Minima – Understanding behavior.
More Optimizers – NAdam, AdaMax, AdamW.
Learning Rate Schedules – Why they matter.
1Cycle Schedule – Explanation.
Gradient Clipping & Weight Init – Combined effect.
LR Scheduling Methods – 1-Cycle, CED, Exponential.
TensorFlow vs. PyTorch vs. MLX – Frameworks compared.
Regularization – Preventing overfitting.
Dropout – Including MC Dropout.
Max-Norm Regularization – Explanation.
Deep vs. Dense Networks – Differences.
Deep Learning Use Cases – Overview.
ML in iOS Apps – Integration.
CNNs – Basics & use cases.
CNN Math – How it works.
RNNs: Part 1 – Sequence modeling.
RNNs: Part 2 – More details.
RNNs & Time Series – Forecasting.
RNN vs. Feedforward – Mathematical comparison.
ARIMA & SARIMA – Before diving into RNNs.
RNN Step-by-Step – Time series forecasting.
Seq2Seq Forecasting – Iterative vs. direct.
LSTMs & Layer Norm – RNN enhancements.
RNNs for NLP – Language modeling.
Why Transformers Win in NLP – Key insights.
Transformers Overview – GPT to DeepSeek.
Transformer Breakthroughs – ChatGPT to DeepSeek.
BERT Explained – Key insights.
How ChatGPT Works – Basics.
ChatGPT vs. BERT – Understanding comparison.
ChatGPT: Step-by-Step – Breakdown.
NLP Mathematics – Behind modern AI models.
Transformers in Vision & Multimodal AI – Expansion.
Autoencoders, GANs, & Diffusion – Overview.
Stacked Autoencoders – Unsupervised pretraining.
Diffusion Models – Breaking them down.
GANs – Deep learning for image generation.
How DALL·E Works – Image synthesis.
Reinforcement Learning – Applications & impact.
DeepNet – Scaling Transformers to 1,000 layers.
DeepSeek-R1 – Advancing LLM reasoning.
价格
- 今天: $2.99
- 最小值: $2.99
- 最大值: $9.99
可选
积分
未找到 ☹️
排名
未找到 ☹️
列表
未找到 ☹️
评价
抢先评价一下吧 🌟
其他信息
https://ingoampt.com/machine-learning-_-deep-learning-day-by-day/您可能还喜欢
-
- AI-assisted Language Learning
- iOS 应用: 教育 来自: FASTGEN LTD
- * 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 1.7 AI-assisted Language Learning is your personal assistant who is always ready to help with language learning. It will suggest the correct pronunciation, offer translation options for ... ⥯
-
- AI english language learning
- iOS 应用: 教育 来自: SITIC LLC
- * $2.99
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 1.0.14 Playrole AI is your personal tutor and conversation partner for practicing spoken English. It is an effective way to practice in a convenient and interactive format to improve your ... ⥯
-
- AI & Machine Learning Tutor
- iOS 应用: 教育 来自: DjamgaTech Corp
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 3.1 AI and Machine Learning For Dummies - Your Comprehensive ML & AI Learning Hub Discover the ultimate resource for mastering Machine Learning and Artificial Intelligence with the "AI and ⥯
-
- AI Academy: Prompt Engineering
- iOS 应用: 教育 来自: Calogero Cascio
- * 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 3 (5.0) 版本: 4.5 Master AI & Prompt Engineering in Minutes with newest models of Claude and ChatGPT! Unlock the Power of AI: Your Personal AI Tutor in Your Pocket. Ready to revolutionize your AI ... ⥯
-
- AI Academy - Microlearning App
- iOS 应用: 教育 来自: Hamsters Technology
- * 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 1 + 1 (5.0) 版本: 1.34 Forget scrolling YouTube for videos or looking for explainer articles. Whenever you want to understand the building blocks of something new, or something you don t understand, learn it ⥯
-
- AI & Machine Learning Pro
- iOS 应用: 教育 来自: Shahzad Ahsan
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 1.1 This free app is your go-to resource for Artificial Intelligence (AI) and Machine Learning (ML), offering updates on the latest trends and tools in the field. Whether you're a student, ⥯
-
- YoloAI AI education & learning
- iOS 应用: 教育 来自: Yolo AI Technologies, Inc.
- * 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 2.0.4 YoloAI is a groundbreaking AI-powered learning platform that redefines efficiency and accessibility in modern education. Whether you re focused on e-learning, preparing for school ... ⥯
-
- AI CERTs™
- iOS 应用: 教育 来自: AI CERTs
- * 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 1.2 Welcome to AI Certs™ - your gateway to becoming a certified AI and Blockchain expert. With our mobile app, stepping into the future of technology has never been easier. Our mission is ... ⥯
-
- Learning Evolution Elli Portal
- iOS 应用: 教育 来自: Learning Evolution Holdings LLC
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 3 (5.0) 版本: 1.2.1 The Elli App provides mobile access to the content located on your Elli Learning Portal from Learning Evolution. View your courses, assessments, videos, scorecards, and more right on ... ⥯
-
- Learning Genie for Educators
- iOS 应用: 教育 来自: Learning Genie Inc
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 1 + 43 (3.7) 版本: 7.3.2 Learning Genie provides innovative mobile and web applications for early childhood educators to create evidence-based learning progress portfolios and engage families in children s ... ⥯
-
- Learning Journals ParentZone
- iOS 应用: 教育 来自: Learning Journals
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 2.2.0 Learning Journals is the simple online learning journey system that enables staff to quickly and easily take in-depth and meaningful observations of significant learning events of a ... ⥯
-
- Learning Times Tables For Kids
- iOS 应用: 教育 来自: Learning Apps
- $2.99
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 1.5 Learning times tables and memorizing the multiplication tables have never been this easy and fun with the Times Tables Multiplication. In this free math game for kids, your elementary ... ⥯
-
- Learning Space Digital
- iOS 应用: 教育 来自: Learning Space Educational Services Pvt. Ltd.
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 2.3.1 Learning Space is in the forefront in disseminating high quality education at affordable cost. The mission is to transform the education landscape of India. It will be a pleasant ... ⥯
-
- Learning Alliance Corporation
- iOS 应用: 教育 来自: Learning Alliance
- 免费
- 列表: 0 + 0 排名: 0 评价: 0
- 积分: 0 + 0 版本: 4.3.0 Learning Alliance Corporation, in partnership with Moodle US, has introduced our own LMS phone application. Our students, partner employers, external apprentices and internal staff ... ⥯