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Skills you'll gain: Computer Vision, Image Analysis, Matlab, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Supervised Learning, Performance Tuning, Data Analysis
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Machine Learning, Artificial Neural Networks, Supervised Learning, Python Programming, Artificial Intelligence, Regression Analysis, Performance Tuning, System Configuration, Software Installation
Skills you'll gain: Feature Engineering, Applied Machine Learning, Advanced Analytics, Predictive Modeling, Analytics, Unsupervised Learning, Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Random Forest Algorithm, Decision Tree Learning, Performance Tuning, Python Programming
Alberta Machine Intelligence Institute
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Statistical Machine Learning, Decision Tree Learning, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Performance Measurement, Data Processing, Process Optimization, Data Transformation
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms, Regression Analysis
Arizona State University
Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Deep Learning, Image Analysis, Machine Learning Algorithms, Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Computer Vision, Predictive Modeling, Regression Analysis
Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Computer Vision, Machine Learning Algorithms, Applied Machine Learning, Image Analysis, Dimensionality Reduction, Supervised Learning, Reinforcement Learning, Feature Engineering, Regression Analysis, Data Cleansing, Machine Learning, Data Mining, Scikit Learn (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Statistical Machine Learning, Deep Learning, Artificial Neural Networks, Decision Tree Learning
Duke University
Skills you'll gain: Deep Learning, Unsupervised Learning, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Computer Vision, Supervised Learning, Statistical Methods, Natural Language Processing, Predictive Modeling, Performance Metric
LearnQuest
Skills you'll gain: Applied Machine Learning, Data Processing, Dimensionality Reduction, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Classification And Regression Tree (CART), Artificial Neural Networks, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Deep Learning, Unsupervised Learning, Supervised Learning, Predictive Modeling
Amazon Web Services
Skills you'll gain: Generative AI, OpenAI, Artificial Neural Networks, Software Development Tools, ChatGPT, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Deep Learning, Machine Learning
Northeastern University
Skills you'll gain: Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning, Data Ethics, Random Forest Algorithm, Deep Learning, Unsupervised Learning, Healthcare Industry Knowledge, Algorithms, Artificial Neural Networks, Data Validation
Corporate Finance Institute
Skills you'll gain: Feature Engineering, Data Science, Data Analysis, Business Analytics, Statistical Methods, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Business Intelligence, Machine Learning, Supervised Learning, Exploratory Data Analysis
In summary, here are 10 of our most popular fundamental+concepts+in+machine+learning courses
- Introduction to Deep Learning for Computer Vision: MathWorks
- Foundations and Core Concepts of PyTorch: Packt
- The Nuts and Bolts of Machine Learning: Google
- Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Introduction to Machine Learning with Python: Arizona State University
- Applied Machine Learning: Johns Hopkins University
- Machine Learning Foundations for Product Managers: Duke University
- Machine Learning Models in Science: LearnQuest
- Fundamentals of Generative AI for Beginners: Amazon Web Services