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 Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
This course is part of the DeepLearning.AI TensorFlow Developer Professional Certificate
Offered By

About this Course
You should take the first 3 courses of the TensorFlow Specialization and be comfortable coding in Python and understanding high school-level math.
What you will learn
Solve time series and forecasting problems in TensorFlow
Prepare data for time series learning using best practices
Explore how RNNs and ConvNets can be used for predictions
Build a sunspot prediction model using real-world data
Skills you will gain
- Forecasting
- Machine Learning
- Tensorflow
- Time Series
- prediction
You should take the first 3 courses of the TensorFlow Specialization and be comfortable coding in Python and understanding high school-level math.
Offered by
Syllabus - What you will learn from this course
Sequences and Prediction
Deep Neural Networks for Time Series
Recurrent Neural Networks for Time Series
Real-world time series data
Reviews
- 5 stars76.83%
- 4 stars16.57%
- 3 stars4.09%
- 2 stars1.22%
- 1 star1.27%
TOP REVIEWS FROM SEQUENCES, TIME SERIES AND PREDICTION
Few hands on programming assignments could be better for experience as was the case with starting two courses. Overall good course and the structure was well laid. Thanks for building it up
An exceptional course design to enable practicing with ready code and teaching what actually runs in LSTM / DNN models. With this momentum, anyone will continue on another course.
Laurence Moroney is the best. Before taking up the course, i didnt know anything about the AI or ML or Tensorflow. The concepts were explained in such a manner that anyone can learn Tensorflow.
I really enjoyed this course, especially because it combines all different components (DNN, CONV-NET, and RNN) together in one application. I look forward to taking more courses from deeplearning.ai.
About the DeepLearning.AI TensorFlow Developer Professional Certificate

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