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Results for "fundamental concepts in machine learning"
University of Michigan
Skills you'll gain: Pandas (Python Package), Jupyter, NumPy, Data Manipulation, Data Science, Data Analysis, Statistical Analysis, Pivot Tables And Charts, Data Cleansing, Data Import/Export, Probability & Statistics, Python Programming, Programming Principles
- Status: Free
Sungkyunkwan University
Skills you'll gain: Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Applied Machine Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Network Model, Network Architecture
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Unit Testing, Data Ethics, Application Deployment, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, Software Testing, Data Import/Export, Amazon Web Services, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Rust (Programming Language)
Google
Skills you'll gain: Scripting, Python Programming, Computer Programming, Algorithms, Problem Management, Data Structures, Debugging, Development Environment
Skills you'll gain: Generative AI, ChatGPT, OpenAI, Data Ethics, Leadership and Management, Business Leadership, Strategic Leadership, Business Ethics, IBM Cloud, Tensorflow, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Content Creation, Business Transformation, New Business Development, Socioeconomics, Software Development Tools
Skills you'll gain: Strategic Thinking, Digital Transformation, Business Strategy, Cloud Computing Architecture, Competitive Analysis, Cloud Services, Business Transformation, Cloud Security, Cloud Infrastructure, Big Data, Cloud Platforms, Data Analysis, Statistical Analysis, Cloud Computing, Artificial Intelligence, Generative AI, Data Ethics, Apache Hadoop, Product Lifecycle Management, Business Technologies
Imperial College London
Skills you'll gain: Tensorflow, Generative AI, Data Pipelines, Keras (Neural Network Library), Deep Learning, Image Analysis, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing, Computer Vision, Artificial Neural Networks, Machine Learning Methods, Machine Learning, Unsupervised Learning, Python Programming, Probability & Statistics, Time Series Analysis and Forecasting, Jupyter
Skills you'll gain: Dashboard, SQL, Descriptive Statistics, Jupyter, Statistical Analysis, Data Analysis, Probability Distribution, Pandas (Python Package), Data Visualization Software, Statistics, Data Visualization, Databases, Stored Procedure, Web Scraping, Relational Databases, R Programming, Automation, Computer Programming Tools, GitHub, Python Programming
DeepLearning.AI
Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Feature Engineering, Risk Modeling, Treatment Planning, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Patient Treatment, Image Analysis, Predictive Analytics, Machine Learning, Random Forest Algorithm, Forecasting, Data Processing, Artificial Intelligence, Classification And Regression Tree (CART), Data Manipulation, Text Mining
New York University
Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Markov Model, Risk Modeling, Financial Forecasting, Finance, Financial Modeling, Technical Analysis, Securities Trading, Portfolio Management, Market Dynamics, Machine Learning, Applied Machine Learning, Financial Analysis, Decision Making, Probability & Statistics
DeepLearning.AI
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Data Ethics, Applied Machine Learning, Computer Vision, Machine Learning, Computer Graphics, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Data Synthesis
Skills you'll gain: Generative AI, Software Development Life Cycle, Unit Testing, ChatGPT, HTML and CSS, Development Environment, Web Design and Development, Jupyter, Hypertext Markup Language (HTML), Software Engineering, Artificial Intelligence, Cascading Style Sheets (CSS), Web Development, Data Ethics, Application Deployment, Web Applications, Automation, Interviewing Skills, CI/CD, Professional Networking
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Introduction to Data Science in Python: University of Michigan
- Fundamentals of CNNs and RNNs: Sungkyunkwan University
- MLOps | Machine Learning Operations: Duke University
- Crash Course on Python: Google
- Generative AI Fundamentals: IBM
- IBM & Darden Digital Strategy: IBM
- TensorFlow 2 for Deep Learning: Imperial College London
- Data Science Fundamentals with Python and SQL: IBM
- AI for Medicine: DeepLearning.AI
- Reinforcement Learning in Finance: New York University