Basic Image Classification with TensorFlow
Create, train and evaluate a neural network in TensorFlow
Understand the basics of neural networks
Solve classification problems with neural networks
In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and use it to solve a basic image classification problem. By the end of this project, you will have created, trained, and evaluated a Neural Network model that will be able to predict digits from hand-written images with a high degree of accuracy. You also will have learned the fundamentals of neural networks, TensorFlow, and Keras. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
개발할 기술
- Deep Learning
- Artificial Neural Network
- Machine Learning
- Tensorflow
- keras
단계별 학습
작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.
Encode the labels
Understand neural networks
Preprocess image examples
Create a neural network model
Train the model to fit the dataset
Evaluate the model
Visualize the predictions
안내형 프로젝트 진행 방식
작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.
분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.
검토
BASIC IMAGE CLASSIFICATION WITH TENSORFLOW의 최상위 리뷰
Perfect for beginners to understand basics of Neural Networks for Image classification. Instructor made sure that all the details of classes used are detailed with necessary demonstrations
The course is very well structured and explained. It is a very good course for the beginners to understand the image classification problem and build their first Machine learning project.
Just like the title of this course, it's completely basic. A little bit of more theory could have been explained but that was not a problem for my case. Well explained project. Liked it.
A very simple, smart and effective course on Image Classification with Tensorflow. The Instrucor for this course was outstanding. This course will help me a lot in future.
자주 묻는 질문
자주 묻는 질문
안내 프로젝트를 구매하면 어떤 혜택이 있습니까?
데스크톱과 모바일에서 안내 프로젝트를 이용할 수 있습니까?
안내 프로젝트 강사는 누구입니까?
작업 완료 후 안내 프로젝트에서 해당 작업을 다운로드할 수 있습니까?
환불 규정은 어떻게 되나요?
재정 지원을 받을 수 있나요?
안내 프로젝트를 청강하고 동영상 일부를 무료로 볼 수 있습니까?
이 안내 프로젝트를 수행하려면 경험이 얼마나 필요합니까?
소프트웨어를 별도로 설치하지 않아도 바로 웹 브라우저를 통해 이 안내 프로젝트를 완료할 수 있습니까?
안내 프로젝트를 통해 어떤 학습 경험을 할 수 있습니까?
궁금한 점이 더 있으신가요? 학습자 도움말 센터를 방문해 보세요.
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