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DeepLearning.AI
Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
- Status: Free
Deep Teaching Solutions
Skills you'll gain: Lifelong Learning, Learning Strategies, Collaboration, Willingness To Learn, Human Learning, Mental Concentration, Open Mindset, Time Management, Creativity, Problem Solving, Self-Discipline, Personal Development, Self-Awareness, Research
Skills you'll gain: Cloud Computing Architecture, Cloud Services, Cloud Security, Cloud Infrastructure, Data Mining, Cloud Platforms, Cloud Computing, Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Cloud Storage, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure As A Service (IaaS), Big Data, Emerging Technologies, Data Analysis, Data Science, Deep Learning, Digital Transformation
University of Leeds
Skills you'll gain: Critical Thinking, Collaboration, Independent Thinking, Learning Strategies, Resourcefulness, Lifelong Learning, Analytical Skills, Interactive Learning, Investigation, Time Management, Communication
Arizona State University
Skills you'll gain: Pedagogy, Instructional Strategies, Language Learning, Learning Theory, Grammar, Psychology
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Transformation, Data Science, Machine Learning Methods, Algorithms, Data Manipulation, Python Programming
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Real Time Data, Data Lakes, MLOps (Machine Learning Operations), Dashboard, Data Warehousing, Extract, Transform, Load, Data Infrastructure, Cloud Storage, Big Data, Tensorflow, Unstructured Data, Data Integration, Data Processing, Data Visualization Software, Apache Hadoop, Apache Spark, Cloud Computing
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Image Analysis, Applied Machine Learning, Deep Learning, Machine Learning, Natural Language Processing, Supervised Learning, Artificial Neural Networks, Computer Vision, Regression Analysis
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Systems Development, Simulations, Solution Architecture, Markov Model, Supervised Learning, Artificial Neural Networks, Applied Machine Learning, Performance Testing, Algorithms, Statistical Methods, Pseudocode, Linear Algebra, Probability Distribution
- Status: Free
The University of Hong Kong
Skills you'll gain: Instructional Design, Curriculum Development, Lesson Planning, Constructive Feedback, Pedagogy, Teaching, Course Development, Differentiated Instruction, Instructional Strategies, Student Engagement, Higher Education, Student-Centred Learning, Learning Styles, Cultural Diversity
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Constructive Feedback, Teaching, Student Engagement, Quality Assessment, Educational Materials, Instructional Strategies, Peer Review, Test Tools, Curriculum Development, Performance Reporting, Reliability
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
In summary, here are 10 of our most popular formal learning courses
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning: DeepLearning.AI
- 学会如何学习:帮助你掌握复杂学科的强大智力工具(Learning How to Learn): Deep Teaching Solutions
- Key Technologies for Business: IBM
- Training and Learning Online: University of Leeds
- Teach English Now! Theories of Second Language Acquisition: Arizona State University
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- Introduction to Machine Learning: Duke University
- Reinforcement Learning: University of Alberta
- University Teaching: The University of Hong Kong