CNNs with TensorFlow: Basics of Machine Learning

via Coursera

Coursera

1454 Courses


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Overview

Join our comprehensive course, "CNNs with TensorFlow: Basics of Machine Learning," available on Coursera, and embark on a 90-minute, project-based journey into the world of machine learning. This course is meticulously designed for individuals eager to delve into the practical aspects of utilizing TensorFlow to craft and manage neural network models. Delve into the fascinating process of designing, implementing, and evaluating neural network models tailored to aid a retail company enhance their marketing strategies by proficiently classifying images of clothing into ten distinct categories.

Throughout this immersive course, participants will acquire the skills necessary to employ TensorFlow for the creation and examination of neural networks capable of executing multi-label classification, a critical function in image recognition applications. Learners will gain insights into identifying and modifying the principal elements of neural networks, assessing the performance of various models, and employing strategies to elevate their precision. By the culmination of this project, attendees will possess the expertise to design and deploy convolutional neural networks that not only support a retail store in refining their advertising campaigns but are also versatile enough to be modified for groundbreaking applications such as self-driving vehicles and computer-aided medical diagnostics.

Targeted at aspirants keen on mastering neural network design and implementation via an intuitive and efficient frame provided by the TensorFlow library, this course is ideal for computer users with prior programming experience in Python. Enhance your skills in machine learning, TensorFlow, convolutional neural networks, and image recognition by enrolling in this course.

Coursera, in collaboration with top universities, brings this valuable learning opportunity to you under the categories of Machine Learning Courses, TensorFlow Courses, Convolutional Neural Networks (CNN) Courses, and Image Recognition Courses. Seize this chance to elevate your professional expertise in neural networks and machine learning with TensorFlow.

Syllabus


Taught by

César Arturo Garza Garza


Tags

provider Coursera

Coursera

1454 Courses


Coursera

pricing Paid Course
language English
duration 2-3 hours
sessions On-Demand
level Intermediate