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Results for "mathematical foundations for deep learning"
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Machine Learning Algorithms, Analysis, Debugging, Application Frameworks
- Status: Free Trial
Fractal Analytics
Skills you'll gain: Applied Machine Learning, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Feature Engineering, Unsupervised Learning, Application Deployment, Predictive Modeling, Statistical Modeling, Data Processing, Anomaly Detection, Data Manipulation, Data Cleansing, Exploratory Data Analysis
- Status: Free Trial
University of Washington
Skills you'll gain: Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Computer Vision, Application Development, Predictive Modeling, Natural Language Processing, Text Mining, Python Programming, Data Mining, Information Architecture
- Status: NewStatus: Free Trial
Skills you'll gain: Predictive Modeling, Matplotlib, Seaborn, Statistical Modeling, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, AI Personalization, Feature Engineering, NumPy
- Status: New
University of Colorado Boulder
Skills you'll gain: Large Language Modeling, Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Deep Learning, PyTorch (Machine Learning Library), ChatGPT, Tensorflow, OpenAI, Artificial Intelligence, Machine Learning Algorithms, Python Programming
- Status: Free Trial
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Python Programming, Derivatives
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Computer Vision, Tensorflow, Image Analysis, Applied Machine Learning, Deep Learning, Feature Engineering, Artificial Neural Networks, Visualization (Computer Graphics), Data Processing, Network Architecture
- Status: Free Trial
Skills you'll gain: Artificial Neural Networks, Deep Learning, Matplotlib, Linear Algebra, Image Analysis, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Supervised Learning, Python Programming, Artificial Intelligence, Machine Learning
- Status: Preview
Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Machine Learning Methods, Generative AI, Applied Machine Learning, Natural Language Processing, Scalability, Artificial Intelligence, Reinforcement Learning, Performance Tuning
- Status: NewStatus: Free Trial
Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Machine Learning Methods, Reinforcement Learning, Artificial Intelligence, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Predictive Modeling, Machine Learning, Predictive Analytics, Regression Analysis, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML)
- Status: Preview
DeepLearning.AI
Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms
- Status: Preview
University of Washington
Skills you'll gain: Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Neurology, Computer Science, Reinforcement Learning, Computational Thinking, Mathematical Modeling, Biology, Linear Algebra, Probability & Statistics
In summary, here are 10 of our most popular mathematical foundations for deep learning courses
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI
- Foundations of Machine Learning : Fractal Analytics
- Machine Learning Foundations: A Case Study Approach: University of Washington
- Foundations of Data Science and Machine Learning with Python: Packt
- Deep Learning for Natural Language Processing: University of Colorado Boulder
- Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
- Advanced Computer Vision with TensorFlow: DeepLearning.AI
- Deep Learning with Real-World Projects: Packt
- An Introduction to Practical Deep Learning: Intel
- AI ML with Deep Learning and Supervised Models: Simplilearn