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 Robert K

•2022年4月19日

Great work from the instructors. However, I'd rather the assignments be less filled out so I can code more and struggle through the data processing and get to know the library more. The assignments had too much code so it's easy to glaze over and just complete the assignments very quickly. The ungraded labs were very helpful.

創建者 Purva 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

創建者 Romilly C

•2019年4月23日

A very well-presented, well-structured course with a good balance of theory and practice. It was fun, and I learned a lot.

The two presenters both have a warm style and a deep knowledge of the subject.

An excellent starting point for Python-literate developers who want to get to grips with TensorFlow and Deep Learning.

創建者 Jojo A

•2021年2月13日

Laurence Moroney explains the intuition behind some NN concepts quite clearly. He is a "coder's mentor" in the positive sense of the expression. Of course, it is ideal if one already had done the deep learning specialization. I understood better some of the concepts if first learned in the earlier specialization.

創建者 Dinesh P

•2019年4月11日

I really liked the way the mentor went through the course. I believe there is till a lot to learn about tensorflow and deep learning and i am looking forward to the next courses ! I also want to say thanks to the mentors for providing my scholarship because i won't be able to study and enjoy this course without it!

創建者 Aniket S

•2021年10月10日

I think its a compact course with a great amount of information put together. I think that the course has very good balance of basic and advanced information. The course instructor takes very simplified way of teaching, like walking the learners through the codes and explaining how everything works. Great course!!!

創建者 Ronny K O

•2020年8月10日

A while back I chose to do Java over Python because I thought it was easier. Looking back now, I realise that it is the other way around. I have learned about Tensor flow and Convolution Neural Networks and as it turns out, Python is 10 times easier than Java. I am glad I tried out this course.

Thanks a lot Coursera

創建者 Jonathan P

•2020年1月25日

I liked the course very much!

It is definitely required to know python quite well and would be good if one had a liitle bit of pre-knowledge in the field of ML / Stat or equivalent.

Everything was very well explained, the exercises had exactly the right amound of complexity and I never felt "lost" during the course.

創建者 Pratik M

•2020年5月31日

The tutor Laurence Moroney is very good in explaining Neural networks basis with Tensorflow. I highly recommend this course to any individual planning to become ML Engineer. I would still look up for indepth study on some topics like knowledge on when to use different number of ConvNet filters (eg. 16, 32, 64 etc)

創建者 Shilin G

•2019年7月18日

I think this course is great, serves its purpose of introducing TensorFlow as a tool. For people who are looking for more in-depth knowledge of deep learning, you should go for a proper deep learning specialisation. This one is great for people who already know something about deep learning but new to TensorFlow.

創建者 Melwin J

•2020年4月26日

it gave a very good introduction to tensorflow . i realy like the course. I had spent a lot of time learning algorithms, working and the theory behind artificial intelligence .this course has helped me to put all what i have learned to practical use. i suggest this to all those who want to atart with tensorflow.

創建者 shishupalreddy

•2020年4月6日

Very crisp and clear understanding of Tensorflow in AI , Deep learning.

Post this course I am well versed with programming paradigm of Basic NN, Convolutions, MaxPooling, Filers , CallBacks , model training,validation, prediction. Appreciate the exercises and explanations. Feeling handful of experience with it.

創建者 Artem D

•2020年1月20日

That was interesting and not hard, so you won't be afraid of coding =). I do not recommend to take this course if you have no theory base regarding NNs (in this case first complete DL specialization by deeplearning.ai). This course is high-level, expecting more of deep dive in the following courses =). Peace!

創建者 Jian C

•2020年5月13日

Solved a lot of my problems that come up to me when I read the code written by other people in Github/Kaggle. I have taken ML course with python. (no framework) This would be a great material for someone like me who know some ML and don’t know Tensor-flow. You can go over the whole course in just 1-2 days.

創建者 meet d

•2020年11月20日

This course provides knowledge about Tensorflow APIs, not the fundamentals of Deep Learning. So, I highly recommend learners to complete Deep Learning Specialization course offered by Deeplearning.ai first. This course will refresh all the concepts. Course covers all the scopes for what it is developed.

創建者 Mathis V E

•2019年12月27日

For someone new to AI/ML, this is a good place to start. If you're already familiar with deep neural networks, conv nets, ect (as explained in Andrews Deep Learning specialization) this course will be a breeze, but it will teach you how to use tensorflow as intended. I did this course in about 3-4 hours.

創建者 Ishwar N

•2020年4月15日

The best practical oriented and hands on course on Tensorflow, highly recommended. Laurence Moroney (Google) is a great teacher, love his pedagogy, he does not delve too much into mathematics and still makes concepts very clear, because of this I could finish the course in 3 evenings instead of 4 weeks.

創建者 Rodolfo V

•2020年6月29日

I loved this course! Thanks to Professsor Moroney for his excelente lectures.

(If a could contribuit with some thing, maybe more exercises and few more explanations about the parameters on function. Of course, wether the explanation on parameters come in futures course, please desconsider my comment. )

創建者 Omar R L

•2020年3月13日

Great course, I was really interesting. Just one thing the notebooks are not well explained like we're used in the deeplearning.ai with Andrew. But no problem it makes it more challenging. Another thing, I don't know if this course is using the new version of tensorflow but I hope it's using it (2.0).

創建者 P.sai c

•2020年7月6日

as a beginner i have no idea on how to implement the CNN even though i know the concepts of CNN it was hard to implement but this "Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning" gave me a basic idea on how to implement them and the tutorial was too good