返回到 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

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If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new deeplearning.ai TensorFlow Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

AS

2019年3月8日

Good intro course, but google colab assignments need to be improved. And submitting a jupyter notebook was much more easier, why would I want to login to my google account to be a part of this course?

RD

2019年8月13日

Great course to get started with building Convolutional Neural Networks in Keras for building Image Classifiers. This is probably the best way to get beginners into Deep Learning for Computer Vision.

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創建者 Alireza M

•2021年6月21日

I'm very glad to finish the Coursera course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning. This course taught me a lot. I learned how to create a convolutional neural network for image processing using TensorFlow. Laurence Moroney and Andrew Ng, thank you very much for the great information you provided.

創建者 Tashreef M

•2020年5月21日

The course was great. However, the programming assignments sometimes didn't have details. Like in one assignment we had to use the reshape() method, but there was no instruction about it. I basically tried it by seeing some errors and from my previous knowledge of Deep Learning practice. Such clarifications should help the course get better remarks.

創建者 Carlos A C C

•2019年10月1日

GRACIAS POR TODO!!! Este curso es muy bueno para quienes estamos empezando con TensorFlow. Explicaciones fáciles de seguir y ejemplos muy didácticos. Lo recomiendo al 100%.

THANK YOU FOR EVERYTHING! This course is very good for those of us who are starting with TensorFlow. Easy to follow explanations and very didactic examples. I recommend it 100%.

創建者 Anastasia C

•2021年3月25日

It was very interesting and exciting to learn the basics of TensorFlow through Image Recognition, something both complex and of research interest but also easier to understand what's happening in the convolutional neural network. Prof. Moroney was very good in his instructions and the sructure of the whole course. Can't wait to go to the next one!

創建者 Steven J R

•2021年3月20日

The course was so terrific and for me, who's a newbie in this Machine Learning world and has a passion to discover this topic. Thank you to Mr. Lawrence for teaching us from the beginning to the convolution method (CNN). I think, this kind of course should the teacher in my college should teach, rather than a boring and not up-to-date materials :)

創建者 Balaji R

•2021年2月23日

One of the best course I ever took. Laurence Moroney demonstrated the power of Tensorflow in an easy understandable manner. We quickly moved from modeling with simple algorithms to more powerful CNN. The most admirable feature of the course is the Colab notebooks and exercise it is helping us learn better.Thanks for the wonderful course Laurence.

創建者 Krithika S

•2019年5月28日

It was a thorough introductory course on Tensorflow and Neural Network algorithms. The lessons were perfectly passed and the resources like Google Colab notebooks helped in understanding and working out more examples on our own. Really suitable for beginners in Deep Learning with some previos knowledge of Machine Learning and Python programming.

創建者 SAHIL P S

•2020年8月30日

Loved it! before i used to think AI is not for me as it has complicated math and i'm not very good at it but as started watching this course, my thinking about AI has changed a lot and it made me realize that it's not that hard if you do it by your complete focus and concentration, thank you for making this course super friendly to beginners

創建者 Sikha N M

•2021年7月29日

I really loved the explanation behind the coding and each line of the code - it gave a better picture o why we are using a line of code and also the concept behind which is crisp and clear. I strongly encourage this course for beginners and request the instructors to make much more courses related to deep learning which gives more insights.

創建者 Diénert d A V

•2020年7月6日

Exactly what I was looking for: practice since the beginning in Tensorflow. Very recommended after the Coursera Deep Learning Specialization (https://www.coursera.org/specializations/deep-learning). Looking forward to the next courses of Tensorflow in Practice Specialization (https://www.coursera.org/specializations/tensorflow-in-practice).

創建者 Hiran H

•2020年12月7日

Very informative and beginner friendly!! I was kind of nervous to start this course because I was intimidated by the title of the course. At the end of the course, here I am thanking myself for starting this course because now I've got a perfect start to learning deep learning with Tensorflow. Kudos everyone who put this course together!!

創建者 Philippe E

•2020年5月2日

This course is coming for me after the Machine Learning course from Andrew Ng and it gives very hands-on answer to theorical part deep dived. Tensorflow is really easy to jump in, and this course give a perfect overview of the potentiel. I really enjoyed the Convolutional explanation about why they are more efficient than traditionnal NN

創建者 Chi-Hug K

•2019年4月4日

Great lectures with step by step example and exercises. Just some problem with the week 4 example environment which unable to reproduce the accuracy rate onto another flesh opened colab python2 notebook by some unclear reasons. I would like to know how to debug deep learning networks and wish to learn some more knowledge this topic.

創建者 kanishk p

•2021年6月30日

Laurence, being the amazing instructor he is, made the entire learning journey effortless and extremely engaging. This course helped me learn the basics of using Tensorflow with Keras to create simple DNNs and CNNs. The included exercises were extremely easy to follow and I found the assessment questions to be very thought provoking.

創建者 Ani A

•2020年12月30日

Great course. It is mainly focused on the Syntax and use of Keras with TensorFlow for machine and deep learning, which makes it perfect if you already know the concepts and are learning a new framework.

Only thing to watch out for is parts of the videos are outdated as they are using tf 1.x instead of 2.x, which is the newest version.

創建者 Yaron K

•2019年4月15日

An excellent step by step introduction to the Keras Deep learning framework. Also check this out if you're planning on taking the deeplearning.ai Deep learning specialization .

Also excellent is that the exercises can be done on https://colab.research.google.com, so you don't need a strong computer, or to spend time on installations.

創建者 Madhu M

•2021年4月6日

This is a great course for those who like to start learning Deep Learning using TensorFlow. The course starts with very basic concepts used in ML/DL/DNN and the exercises and assignments make it quite interesting. I would highly recommend students and professionals who are aiming to learn or start a career in AI to take this course.

創建者 Akshit A

•2020年6月22日

The course and the teaching style of Dr Laurence Moroney combine both taking baby steps and working with code together, which works really well for me. I've tried a lot of different courses/ tutorials but it's either they dive into code too deep or they dive into theory too deep. This one however does both but increases gradually.

創建者 Deepak V

•2020年4月26日

This course very quickly made me appreciate the use of convolutional neural networks in computer vision. It focuses on the use of a few functions available in Tensor Flow and Keras for deep learning without going too much into the algorithms that power them. This makes it an excellent starter course in deep learning using python.

創建者 PURVA V B

•2021年5月21日

The way the instructor taught everything with examples and in-depth code made it helpful to understand all the concepts. Extremely helpful course as it started from the very bottom about CNN's. Also the resource materials provided are very insightful and has all the information needed to experiment with the code even further.

創建者 Tobias L

•2020年10月23日

Nice introduction to Tensorflow, Callbacks and Convolutional Layers. As this is a course on intermediate level, I recommend you take the ML and Deep Learning courses by Andrew Ng first. With the knowledge from these courses you will get way more out of this one (which then is just what it says: An Introduction to Tensorflow).

創建者 Deepankar K A

•2020年9月17日

I loved the course from the very beginning. The structure of the course is well designed for a student like me. Instead of making long videos on a topic, each video explains only a small topic and is 4-5 minutes long. Special thanks to the class instructor Laurence Moroney who explained advanced topics so quickly and clearly.

創建者 Артём А

•2020年7月29日

The course is really great! Besides containing loads of useful information and being totally ML-novice friendly it has a huge amount of links giving a better understanding the ideas under the hood and practical implementations of knowledge! Quiet sure that the further parts of specialization are of the same high quality!

創建者 Luiz E d F M

•2022年1月5日

In this course I was able to put into practice and learn even more, much of what was taught in Professor Andrew N.G's Deep Learning Specialization. Many concepts about neurons (Dense), about Flatten, and as well as manipulating images to work with computer vision, were excellent to improve and consolidate these concepts.

創建者 Leonardo I

•2019年8月22日

A very well structured course that introduces the learner to the basics. The instruction is clear, exercises are easy to follow. You can see that the instructors have put a lot of thought into the design of this course I enjoyed every minute of every video and every line of every exercise. Thanks, Andrew and Laurence