RYAN ZERNACH

Senior AI Systems Engineer

Ryan_Zernach_2025_Senior_AI_Systems_Engineer_Remote_United_States

πŸ€— TensorFlow Developer Certification Study Guide

Although I worked with TensorFlow in Lambda School, I wanted to earn an official TensorFlow Developer certification, so I studied for it on my own time by using Coursera.

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Thank you, Coursera!
πŸ€— TensorFlow Developer Certification Study Guide
πŸ€— TensorFlow Developer Certification Study Guide

Course #1 β€” Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Key Details

The sections below cover Course #1 β€” Certificate of Completion, Week 1 β€” A New Programming Paradigm, Week 2 β€” Introduction to Computer Vision, and 2 more areas.

Course #1 β€” Certificate of Completion

Week 1 β€” A New Programming Paradigm

Week 2 β€” Introduction to Computer Vision

Week 3 β€” Enhancing Vision with CNN's

Week 4 β€” Using Real-World Images

Course #2 β€” Convolutional Neural Networks in TensorFlow

Key Details

The sections below cover Course #2 β€” Certificate of Completion, Week 1 β€” Exploring a Larger Dataset, Week 2 β€” Augmentation: A Technique to Avoid Overfitting, and 2 more areas.

Course #2 β€” Certificate of Completion

Week 1 β€” Exploring a Larger Dataset

Week 2 β€” Augmentation: A Technique to Avoid Overfitting

Week 3 β€” Transfer Learning

Week 4 β€” Multi-Class Classification

Course #3 β€” Natural Language Processing in TensorFlow

Key Details

The sections below cover Course #3 β€” Certificate of Completion, Week 1 β€” Sentiment in Text, Week 2 β€” Word Embeddings, and 2 more areas.

Course #3 β€” Certificate of Completion

Week 1 β€” Sentiment in Text

Week 2 β€” Word Embeddings

Week 3 β€” Sequence Models

Week 4 β€” Sequence Models and Literature

Course #4 β€” Sequences, Time Series, & Prediction

Key Details

The sections below cover Course #4 β€” Certificate of Completion, Week 1 β€” Sequences & Prediction, Week 2 β€” Deep Neural Networks for Time Series, and 2 more areas.

Course #4 β€” Certificate of Completion

Week 1 β€” Sequences & Prediction

Week 2 β€” Deep Neural Networks for Time Series

Week 3 β€” Recurrent Neural Networks for Time Series

Week 4 β€” Real World Time Series Data