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DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Visualization (Computer Graphics), Deep Learning, Derivatives
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives
LearnQuest
Skills you'll gain: Random Forest Algorithm, Keras (Neural Network Library), Classification And Regression Tree (CART), Tensorflow, Deep Learning, Artificial Neural Networks, Decision Tree Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Supervised Learning, Regression Analysis, Machine Learning, Performance Tuning, Python Programming
Skills you'll gain: Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Supervised Learning, Computer Vision, Machine Learning, Natural Language Processing
Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning Methods, Machine Learning, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence
Johns Hopkins University
Skills you'll gain: Data Ethics, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Reinforcement Learning, Generative AI, Debugging, Artificial Intelligence, Unsupervised Learning, Machine Learning, Computer Vision, Image Analysis, Ethical Standards And Conduct, Bayesian Statistics, Network Architecture, Unstructured Data, Linear Algebra, Markov Model, Data-Driven Decision-Making, Natural Language Processing
DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Python Programming, Machine Learning, Supervised Learning, Linear Algebra
Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Network Architecture, Network Model, Machine Learning Algorithms, Linear Algebra
Skills you'll gain: Matplotlib, Linear Algebra, NumPy, Data Visualization Software, Seaborn, Pandas (Python Package), Machine Learning, Supervised Learning, Data Analysis, Jupyter, Python Programming, Data Manipulation, Programming Principles, Regression Analysis, Data Structures
Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Machine Learning Algorithms, Data Processing, Feature Engineering, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Regression Analysis
Skills you'll gain: Tensorflow, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Keras (Neural Network Library), Image Analysis, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Regression Analysis
Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Application Frameworks, Artificial Intelligence, Network Model, Machine Learning
In summary, here are 10 of our most popular mathematical+foundations+of+neural+networks courses
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
- Neural Networks and Random Forests: LearnQuest
- Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
- Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
- Foundations of Neural Networks: Johns Hopkins University
- Neuronale Netze und Deep Learning: DeepLearning.AI
- Foundations of Deep Learning and Neural Networks: Packt
- Python Fundamentals and Data Science Essentials: Packt
- NVIDIA: Fundamentals of Machine Learning: Whizlabs