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New York University
Skills you'll gain: Supervised Learning, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Decision Tree Learning, Machine Learning, Predictive Modeling, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Correlation Analysis, Finance, Exploratory Data Analysis, Python Programming, Time Series Analysis and Forecasting, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Data Ethics, Decision Tree Learning, Tensorflow, Supervised Learning, Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Algorithms, Regression Analysis, Performance Tuning
Wesleyan University
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Data Analysis, Data Science, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis
Simplilearn
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Artificial Intelligence, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Machine Learning, Data Ethics, Supervised Learning, Unsupervised Learning, Emerging Technologies, Reinforcement Learning, Business Ethics, Ethical Standards And Conduct
The University of Chicago
Skills you'll gain: Keras (Neural Network Library), Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Regression Analysis, Random Forest Algorithm, Dimensionality Reduction, Statistical Methods, Tensorflow, Feature Engineering, Artificial Neural Networks, Pandas (Python Package)
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
University of California San Diego
Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning
Alberta Machine Intelligence Institute
Skills you'll gain: Feature Engineering, Data Quality, Data Processing, Supervised Learning, Data Validation, Data Cleansing, Data Transformation, Verification And Validation, Applied Machine Learning, Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Predictive Modeling, Exploratory Data Analysis, Algorithms
DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Visualization (Computer Graphics), Deep Learning, Derivatives
- Status: Free
National Taiwan University
Skills you'll gain: Feature Engineering, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Deep Learning, Machine Learning, Applied Machine Learning, Decision Tree Learning, Artificial Neural Networks, Dimensionality Reduction, Regression Analysis
University of Washington
Skills you'll gain: Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Deep Learning, Classification And Regression Tree (CART), Computer Vision, Predictive Modeling, Natural Language Processing, Text Mining, Python Programming
Illinois Tech
Skills you'll gain: Deep Learning, Image Analysis, Artificial Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Computer Vision, Artificial Intelligence, Natural Language Processing, Machine Learning, Performance Tuning
In summary, here are 10 of our most popular fundamental+concepts+in+machine+learning courses
- Fundamentals of Machine Learning in Finance: New York University
- Advanced Learning Algorithms: DeepLearning.AI
- Machine Learning for Data Analysis: Wesleyan University
- AI & Deep Learning Concepts and Applications: Simplilearn
- Machine Learning: Concepts and Applications: The University of Chicago
- Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
- Machine Learning With Big Data: University of California San Diego
- Data for Machine Learning: Alberta Machine Intelligence Institute
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- 機器å¸ç¿’技法 (Machine Learning Techniques): National Taiwan University