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TinyML Courses and Certifications
Deploy machine learning models on microcontrollers and edge devices using TensorFlow Lite, Arduino, and specialized hardware like Wio Terminal. Learn embedded AI through hands-on projects on YouTube and LinkedIn Learning, covering computer vision, speech recognition, and IoT applications for resource-constrained environments.
More in Machine Learning
- Distributed Training
- Supervised Learning
- Model Evaluation
- Machine Learning Frameworks
- Intro to Machine Learning
- Unsupervised Learning
- Fine-Tuning
- Model Compression
- Representation Learning
- Machine Learning Security
- Model Training
- Feature Engineering
- Recommendation Systems
- Transformers
- Statistical Learning Theory
- Probabilistic Machine Learning
- Pattern Recognition
- Ensemble Learning
- scikit-learn
- AutoML
- Classification
- Transfer Learning
- Interpretability
- Gradient Descent
- Predictive Modeling
- Data Labeling
- Synthetic Data
- Human-in-the-Loop
- Scientific Machine Learning
- Federated Learning
- Data Augmentation
- Multi-Task Learning
- Kaggle
- Automatic Differentiation
- Approximate Nearest Neighbor Search
- Few-shot Learning
- Graph Machine Learning
- Zero-shot learning (ZSL)
- Self-supervised Learning
- AI Hypercomputer
- Stochastic Gradient Descent
- Natural Language Toolkit (NLTK)
- Tensors
- TensorFlow.js
- Multi-Armed Bandits
- Active Learning
- Stochastic Optimization
- Domain Adaptation
- Meta-Learning
- Weak Supervision
- Semi-supervised Learning
- Locality-Sensitive Hashing
- ml5.js
- Nonconvex Optimization
- Optimal Transport
- Decentralized Learning
- Matrix Completion
- Causal Representation Learning
- Tensor Decomposition
- Reservoir Computing
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- edX
- 5 weeks, 2-4 hours a week
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- edX
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- edX
- 16 weeks, 2-4 hours a week
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- $807.00
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- edX
- 18 weeks, 2-4 hours a week
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- $807.00
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- YouTube
- 30 minutes
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- YouTube
- 21 minutes
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Build a TinyML weather station that predicts precipitation from local sensor data on a Wio Terminal.
- YouTube
- 28 minutes
- Self-Paced
- Free Video
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- YouTube
- 34 minutes
- Self-Paced
- Free Video
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- YouTube
- 31 minutes
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- YouTube
- 27 minutes
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- YouTube
- 57 minutes
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- YouTube
- 56 minutes
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- YouTube
- 1 hour
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- YouTube
- 1 hour 1 minute
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