Professional TensorFlow Developer
This entry-level Professional TensorFlow Developer training prepares learners to design, deploy, and optimize advanced machine learning models using TensorFlow, gaining practical familiarity with AI/ML principles and job expectations.
Updated December 2024
45Skills
317Videos
36h 33mTotal
317 videos
Who This Course Is For
This Professional TensorFlow Developer training is considered specialist-level Data Science training, which means it was designed for data analysts. This Python skills course is valuable for new IT professionals with at least a year of experience with data analysis tools and experienced data analysts looking to validate their Data Science skills.
Course Curriculum
- Premium skill.Set Up a TensorFlow Development Environment48m
- Premium skill.Explore Biological and Artificial Neural Networks44m
- Premium skill.Explore TensorFlow Deep Learning Foundations47m
- Premium skill.Explore Basic TensorFlow Operations and Attributes51m
- Premium skill.Apply TensorFlow Matrix Multiplication Operations49m
- Premium skill.Transpose and Manipulate TensorFlow Tensors44m
- Premium skill.Explore TensorFlow Neural Network Architecture54m
- Premium skill.Build a Regression Model to Predict Housing Price56m
- Premium skill.Explore Neural Network Classifiers with TensorFlow52m
- Premium skill.Visualize and Improve Performance with TensorFlow56m
- Premium skill.Integrate GitHub TensorFlow Development Workflows59m
- Premium skill.Explore Computer Vision Concepts with TensorFlow52m
- Premium skill.Code Convolutional Neural Networks with TensorFlow48m
- Premium skill.Design Computer Vision Models with TensorFlow46m
- Premium skill.Compare Deep and Convolutional NN Architectures50m
- Premium skill.Work with Real-world Image Datasets and TensorFlow51m
- Premium skill.Improve Convolutional Neural Network Performance54m
- Premium skill.Avoid Overfitting by Visualizing Model Performance48m
- Premium skill.Build a Multi-Class Classifier for 10 Food Classes50m
- Premium skill.Participate in a Kaggle Prediction Competition48m
- Premium skill.Explore Transfer Learning Using Pre-Trained Models44m
- Premium skill.Improve Transfer Learning Models with Callbacks46m
- Premium skill.Reuse Pre-Trained TensorFlow Hub Models47m
- Premium skill.Create a Pre-Trained Feature Extraction Model45m
- Premium skill.Fine-Tune a Pre-Trained TensorFlow Hub Model45m
- Premium skill.Fine-Tune a ResNet50 Model on Varied Dataset Sizes49m
- Premium skill.Transition from Images to Text with TensorFlow45m
- Premium skill.Investigate How Machines Learn to Read Text46m
- Premium skill.Expand Model Vocabulary with News Headlines45m
- Premium skill.Classify IMDb Review Sentiment with Embeddings44m
- Premium skill.Classify Text with Subwords and Sentiment Analysis45m
- Premium skill.Compare Tokens and Sequences for Deeper Meaning47m
- Premium skill.Build a Generative Shakespearean Sequence Model52m
- Premium skill.Explore RNNs, LSTMs, and GRUs47m
- Premium skill.Explore RNN Generative Text Models58m
- Premium skill.Build a Bidirectional LSTM Model47m
- Premium skill.Build a Multiple Layered Bidirectional LSTM Model49m
- Premium skill.Build GRU and Convolutional LSTM Networks47m
- Premium skill.Participate in NLP Kaggle Competitions44m
- Premium skill.Explore Fine-Tuning with TensorFlow Hub Models51m
- Premium skill.Examine Time-Series and Temporal Patterns46m
- Premium skill.Build Time-Series Forecasting Models with DNN57m
- Premium skill.Build Time-Series Forecasting Models with RNN44m
- Premium skill.Compare RNN and LSTM Forecasting Models50m
- Premium skill.Build DNN, LSTM, and CNN Forecasting Models47m
Platform Features
- Expert trainers, not crowd-sourced
- Team reporting & compliance tracking
- Trainerbot in Slack & Mobile
- SSO / SAML integration