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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
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Creative Thinking, Classroom Management, Teaching, Adaptability, Pedagogy, Instructional Strategies, Curriculum Planning, Student Engagement, Rapport Building, Professional Development, Learning Theory, Collaboration, Self-Awareness
- Status: Free
Deep Teaching Solutions
Skills you'll gain: Creative Thinking, ChatGPT, Learning Strategies, Curiosity, Critical Thinking, Lifelong Learning, Generative AI, Willingness To Learn, Artificial Intelligence, Constructive Feedback, Artificial Neural Networks
LearnQuest
Skills you'll gain: Package and Software Management, Linux Administration, Linux, Linux Commands, Virtual Private Networks (VPN), Linux Servers, System Monitoring, Public Key Infrastructure, File Management, Command-Line Interface, Intrusion Detection and Prevention, Git (Version Control System), File Systems, User Accounts, Firewall, Remote Access Systems, Cloud Computing Architecture, DevOps, Virtualization, Cloud Computing
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Growth Mindedness, Teaching, Lesson Planning, Pedagogy, Student Engagement, Instructional Strategies, Learning Theory, Curriculum Planning, Instructional Design, Lifelong Learning, Goal Setting, Relationship Building, Professional Development, Planning, Cultural Responsiveness, Collaboration, Constructive Feedback
Coursera Project Network
Skills you'll gain: Data Science, Web Development, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Application Development, Scientific Visualization
Coursera Project Network
Skills you'll gain: Student Engagement, Interactive Learning, Developing Training Materials, Teaching, Presentations, Instructional Strategies, Student-Centred Learning
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks
Multiple educators
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Correlation Analysis, Web Scraping, NumPy, Probability & Statistics, Predictive Modeling, Big Data, Automation, Data Visualization Software, Data Collection, Data Science, GitHub, Python Programming, Machine Learning Algorithms, Unsupervised Learning
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Text Mining, Machine Learning Algorithms, Big Data, Statistical Inference, Data Cleansing
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Dimensionality Reduction, Data Cleansing, Applied Machine Learning, Data Access, Regression Analysis, Data Analysis, Machine Learning, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Probability & Statistics, Data Validation, Predictive Modeling
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Regression Analysis, Leaflet (Software), Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Plotly, Machine Learning Algorithms, Interactive Data Visualization, Probability & Statistics, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Statistical Modeling, Probability, Correlation Analysis, Data Science, Data Analysis
In summary, here are 10 of our most popular formal learning courses
- Unsupervised Learning, Recommenders, Reinforcement Learning:Â DeepLearning.AI
- Foundations of Teaching for Learning: Introduction:Â Commonwealth Education Trust
- Accelerate Your Learning with ChatGPT:Â Deep Teaching Solutions
- Learning Linux for LFCA Certification:Â LearnQuest
- Foundations of Teaching for Learning: Planning for Teaching and Learning:Â Commonwealth Education Trust
- Introduction to Python:Â Coursera Project Network
- Gamification Learning with Genially:Â Coursera Project Network
- Applied Machine Learning in Python:Â University of Michigan
- Data Science Foundations:Â IBM
- Machine Learning:Â University of Washington