DeepLearning.AI TensorFlow Developer Skilled Certificates

WHAT YOU WILL LEARN

• Finest practices for TensorFlow, a well-liked open-source machine studying framework to coach a neural community for a pc imaginative and prescient functions.

• Deal with real-world picture information and discover methods to stop overfitting, together with augmentation and dropout.

• Construct pure language processing techniques utilizing TensorFlow.

• Apply RNNs, GRUs, and LSTMs as you prepare them utilizing textual content repositories.

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SKILLS YOU WILL GAIN

• Laptop Imaginative and prescient
• Convolutional Neural Community
• Machine Studying
• Pure Language Processing
• Tensorflow
• Inductive Switch
• Augmentation
• Dropouts
• Tokenization
• RNNs
• Forecasting
• Time Sequence

About this Skilled Certificates

TensorFlow is likely one of the most in-demand and common open-source deep studying frameworks obtainable at the moment. The DeepLearning.AI TensorFlow Developer Skilled Certificates program teaches you utilized machine studying expertise with TensorFlow so you’ll be able to construct and prepare highly effective fashions.

On this hands-on, four-course Skilled Certificates program, you’ll be taught the mandatory instruments to construct scalable AI-powered functions with TensorFlow. After ending this program, you’ll be capable of apply your new TensorFlow expertise to a variety of issues and tasks. This program may also help you put together for the Google TensorFlow Certificates examination and convey you one step nearer to reaching the Google TensorFlow Certificates.

Able to deploy your fashions to the world? Learn to go stay along with your fashions with the TensorFlow: Information and Deployment Specialization.

Trying to customise and construct highly effective real-world fashions for advanced situations? Take a look at the TensorFlow: Superior Methods Specialization.

Utilized Studying Challenge

Within the DeepLearning.AI TensorFlow Developer Skilled Certificates program, you’ll get hands-on expertise via 16 Python programming assignments. By the tip of this program, you’ll be able to:

– Construct and prepare neural networks utilizing TensorFlow

– Enhance your community’s efficiency utilizing convolutions as you prepare it to determine real-world pictures

– Train machines to grasp, analyze, and reply to human speech with pure language processing techniques

– Course of textual content, signify sentences as vectors, and prepare a mannequin to create unique poetry!