Basic Image Classification with TensorFlow
Learn how to use TensorFlow to classify images with confidence, accuracy, and ease with this comprehensive online course. ▼
ADVERTISEMENT
Course Feature
Cost:
Paid
Provider:
Coursera
Certificate:
Paid Certification
Language:
English
Start Date:
10th Jul, 2023
Course Overview
❗The content presented here is sourced directly from Coursera platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [August 31st, 2023]
What does this course tell?
(Please note that the following overview content is from Alison)
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
We consider the value of this course from multiple aspects, and finally summarize it for you from three aspects: personal skills, career development, and further study:
(Kindly be aware that our content is optimized by AI tools while also undergoing moderation carefully from our editorial staff.)
What skills and knowledge will you acquire during this course?
Participants will acquire fundamental skills in utilizing Keras alongside TensorFlow's backend. Through a project-based approach, they will learn to solve basic image classification challenges. By the course's conclusion, learners will have the ability to create, train, and assess a Neural Network model capable of accurately predicting digits from hand-written images. Additionally, participants will gain essential knowledge about neural networks, TensorFlow, and Keras fundamentals. Please note that this course is optimized for learners located in the North America region, and efforts are underway to extend the same experience to other regions.
lHow does this course contribute to professional growth?
Through a project-based structure, learners attain the ability to address basic image classification challenges effectively. Upon completion, participants will have developed, trained, and evaluated a Neural Network model with a notable accuracy in predicting digits from hand-written images. Additionally, they will have acquired a strong grasp of fundamental concepts concerning neural networks, TensorFlow, and Keras. This newfound expertise equips professionals with practical skills applicable in various real-world scenarios, enhancing their capabilities and value within the field. While initially tailored for North American learners, efforts are underway to extend this enriching experience to individuals in other regions, further broadening its impact on professional growth.
Is this course suitable for preparing further education?
Yes, by mastering the basics of using Keras with TensorFlow and solving image classification problems, learners can establish a solid foundation in machine learning and neural networks. This knowledge is highly relevant to many advanced courses and programs in the field of artificial intelligence, data science, and deep learning. The skills acquired in this course, including creating, training, and evaluating Neural Network models, will undoubtedly provide a valuable framework for pursuing more advanced studies in these areas.
Course Provider
Provider Coursera's Stats at AZClass
Discussion and Reviews
0.0 (Based on 0 reviews)
Start your review of Basic Image Classification with TensorFlow