Filter by
SubjectRequired
LanguageRequired
The language used throughout the course, in both instruction and assessments.
Learning ProductRequired
LevelRequired
DurationRequired
SkillsRequired
SubtitlesRequired
EducatorRequired
Results for "fundamental concepts in machine learning"
The University of Chicago
Skills you'll gain: Keras (Neural Network Library), Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Regression Analysis, Random Forest Algorithm, Dimensionality Reduction, Statistical Methods, Tensorflow, Feature Engineering, Artificial Neural Networks, Pandas (Python Package)
Vanderbilt University
Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Matlab, Machine Learning Methods, Algorithms, 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
Johns Hopkins University
Skills you'll gain: Biostatistics, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Epidemiology, Medical Science and Research, Descriptive Statistics, Statistical Inference, Probability Distribution, Scientific Methods, Data Analysis, Quantitative Research, Probability & Statistics, Advanced Analytics, Statistical Modeling, Predictive Modeling
Google Cloud
Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Identity and Access Management, Infrastructure As A Service (IaaS), Application Deployment, Cloud Applications, Kubernetes, Cloud Computing, CI/CD, Cloud Security, Load Balancing, Service Level Agreement, Infrastructure as Code (IaC), Virtual Machines, Microservices, Service Level, Cloud Computing Architecture, Cloud Storage, Data Storage, Network Architecture
Vanderbilt University
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Data Presentation, Generative AI, Document Management, Creative Thinking, Image Analysis, Data Capture, Artificial Intelligence, OpenAI, Data Analysis, Organizational Skills, Risk Management Framework, Computer Vision, Productivity Software, Microsoft Excel, Data Storytelling, Creativity, Data Ethics
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
University of Michigan
Skills you'll gain: Multimedia, Persona (User Experience), Learning Theory, Program Evaluation, Instructional Design, Web Content Accessibility Guidelines, Instructional and Curriculum Design, Educational Materials, Course Development, Experience Design, Design, Professional Development, Disabilities, Brainstorming, Consultative Approaches, Motivational Skills, Communication, Design Elements And Principles, Content Creation, Student-Centred Learning
Cisco Learning and Certifications
Skills you'll gain: Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Malware Protection, Network Monitoring, Network Administration, TCP/IP, Network Infrastructure, Infrastructure Security, Intrusion Detection and Prevention, Network Protocols, Load Balancing, Firewall, Cybersecurity, General Networking, Authorization (Computing), Web Applications, Security Controls, Web Servers, Authentications
New York Institute of Finance
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Applied Machine Learning, Technical Analysis, Machine Learning, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Market Data, Financial Market, Time Series Analysis and Forecasting
Skills you'll gain: Predictive Modeling, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Machine Learning Software, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Feature Engineering, Decision Tree Learning, Business Metrics, Data Analysis, Performance Measurement, Regression Analysis, Ethical Standards And Conduct, Deep Learning, Artificial Neural Networks
Skills you'll gain: UI/UX Research, Design Thinking, User Research, User Experience Design, User Centered Design, Usability, Persona (User Experience), Web Content Accessibility Guidelines, Prototyping, Wireframing, Sprint Planning
- Status: Free
Pontificia Universidad Católica de Chile
Skills you'll gain: Telephone Skills, Greeting Customers, Vocabulary, Verbal Communication Skills, Business Correspondence, Interpersonal Communications, Business Communication, Taking Meeting Minutes, Grammar, Language Learning, Scheduling
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Machine Learning: Concepts and Applications: The University of Chicago
- MATLAB Programming for Engineers and Scientists: Vanderbilt University
- Biostatistics in Public Health: Johns Hopkins University
- Architecting with Google Compute Engine: Google Cloud
- Generative AI Automation: Vanderbilt University
- Data Science: Statistics and Machine Learning: Johns Hopkins University
- An Introduction to Learning Experience Design (LXD): University of Michigan
- Network Security: Cisco Learning and Certifications
- Using Machine Learning in Trading and Finance: New York Institute of Finance
- Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls: SAS