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- Status: Free
IIT Roorkee
Skills you'll gain: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Advanced Mathematics, Applied Mathematics, General Mathematics, Data Transformation, Python Programming
University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Statistical Methods, Python Programming, Supervised Learning, Machine Learning, Regression Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Machine Learning Algorithms, Data Science, Statistical Inference, Predictive Modeling, Probability & Statistics, Dimensionality Reduction
- Status: Free
Amazon Web Services
Skills you'll gain: Business Leadership, Strategic Leadership, Strategic Decision-Making, Business Transformation, Business Strategy, Business Planning, Data-Driven Decision-Making, Organizational Strategy, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Technology Roadmaps
Coursera Project Network
Skills you'll gain: Tensorflow, Image Analysis, Artificial Neural Networks, Data Processing, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Computer Vision, Deep Learning, Data Manipulation, Machine Learning
- Status: Free
Maven Analytics
Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Random Forest Algorithm
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: Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Regression Analysis, Machine Learning Methods, Machine Learning, Decision Tree Learning, Data Mining, Python Programming, Analytics, Statistical Modeling, Predictive Modeling, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Random Forest Algorithm, Feature Engineering
University of Glasgow
Skills you'll gain: Matlab, Data Manipulation, Data Cleansing, Data Processing, Artificial Intelligence, Computer Programming, Scripting, Feature Engineering, Data Structures, Program Development, Machine Learning, Algorithms
Johns Hopkins University
Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Supervised Learning, Exploratory Data Analysis
- Status: Free
Northeastern University
Skills you'll gain: Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Predictive Modeling, Dimensionality Reduction
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: Deep Learning, Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Network Model, Network Architecture
In summary, here are 10 of our most popular fundamental+concepts+in+machine+learning courses
- Linear Algebra Basics: IIT Roorkee
- Machine Learning Essentials: University of Pennsylvania
- Introduction to Machine Learning: Art of the Possible: Amazon Web Services
- TensorFlow for Beginners: Basic Binary Image Classification: Coursera Project Network
- Complete Visual Guide to Machine Learning: Maven Analytics
- Foundations of Deep Learning and Neural Networks: Packt
- Applied Machine Learning with Python: Edureka
- Fundamental MATLAB Programming for AI: University of Glasgow
- Advanced Methods in Machine Learning Applications: Johns Hopkins University
- Machine Learning for Engineers: Algorithms and Applications: Northeastern University