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University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Predictive Modeling, Machine Learning Methods
Skills you'll gain: Keras (Neural Network Library), Reinforcement Learning, Unsupervised Learning, Deep Learning, Tensorflow, Generative AI, Artificial Neural Networks, Artificial Intelligence, Time Series Analysis and Forecasting, Computer Vision, Natural Language Processing, Performance Tuning
University of Michigan
Skills you'll gain: Natural Language Processing, Python Programming, Machine Learning, Data Analysis, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Algorithms, Exploratory Data Analysis, Human Learning
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Sampling (Statistics), Data Ethics, Data Visualization Software, Data Presentation, Statistical Hypothesis Testing, Regression Analysis, Feature Engineering, Data Transformation, Data Visualization, Probability & Statistics, Tableau Software, Data Manipulation, Advanced Analytics, Data Cleansing, Object Oriented Programming (OOP), Applied Machine Learning, Statistical Analysis, Jupyter
DeepLearning.AI
Skills you'll gain: Disaster Recovery, Data Analysis, Jupyter, Exploratory Data Analysis, Data Ethics, Image Analysis, Emergency Response, Artificial Intelligence, Machine Learning, Predictive Modeling, Applied Machine Learning, Mitigation, Text Mining, Environmental Monitoring, Natural Language Processing, Information Privacy, Artificial Neural Networks, Deep Learning, Data Processing, Computer Vision
Skills you'll gain: Data Wrangling, Data Cleansing, Data Analysis, Data Manipulation, Data Transformation, Data Import/Export, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Regression Analysis, Predictive Modeling, Pandas (Python Package), Scikit Learn (Machine Learning Library), Statistical Modeling, Machine Learning Methods, Feature Engineering, Python Programming, Data Pipelines, NumPy
DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Network Model, Network Architecture, Machine Learning
Skills you'll gain: Jupyter, Data Visualization Software, Data Science, GitHub, Big Data, R Programming, Statistical Programming, Application Programming Interface (API), Machine Learning, Cloud Computing, Git (Version Control System), Python Programming, SQL
Skills you'll gain: Classification And Regression Tree (CART), Data Ethics, Unsupervised Learning, Random Forest Algorithm, Data Analysis, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Data Collection, Statistical Machine Learning, Deep Learning, Workflow Management, MLOps (Machine Learning Operations), Business Ethics, Compliance Management, Applied Machine Learning, Scheduling, Learning Strategies, Test Planning, Goal Setting
Vanderbilt University
Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Matlab, Algorithms, Machine Learning Methods, User Interface (UI), Applied Machine Learning, Object Oriented Programming (OOP), Statistical Methods, Data Analysis, Computer Programming, Programming Principles, Data Processing, Application Development, Data Structures, Scripting, Debugging, Mathematical Software, Data Manipulation
DeepLearning.AI
Skills you'll gain: Computer Vision, Tensorflow, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Visualization (Computer Graphics), Machine Learning, Network Architecture
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Computer Vision, Supervised Learning, Machine Learning
In summary, here are 10 of our most popular machine learning courses
- Recommender Systems:Â University of Minnesota
- Deep Learning with Keras and Tensorflow:Â IBM
- Applied Text Mining in Python:Â University of Michigan
- Google Advanced Data Analytics:Â Google
- AI for Good:Â DeepLearning.AI
- Data Analysis with Python:Â IBM
- Custom Models, Layers, and Loss Functions with TensorFlow:Â DeepLearning.AI
- Tools for Data Science:Â IBM
- CertNexus Certified Artificial Intelligence Practitioner:Â CertNexus
- MATLAB Programming for Engineers and Scientists:Â Vanderbilt University