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Results for "fundamental concepts in machine learning"
Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Infrastructure, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Solutions, Machine Learning, Data Storage, Natural Language Processing, Image Analysis, Application Programming Interface (API), Automation
Politecnico di Milano
Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Reinforcement Learning, Dimensionality Reduction, Algorithms, Classification And Regression Tree (CART), Regression Analysis
- Status: Free
Stanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
Skills you'll gain: Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, MLOps (Machine Learning Operations), Application Deployment, Data Cleansing, Artificial Intelligence, Continuous Deployment, Data Security, Application Frameworks, PyTorch (Machine Learning Library), Machine Learning, Tensorflow, Applied Machine Learning, Data Pipelines, Scikit Learn (Machine Learning Library), Scalability, Feature Engineering, Version Control
Skills you'll gain: Microsoft Azure, Unsupervised Learning, Databricks, MLOps (Machine Learning Operations), Applied Machine Learning, Data Ethics, Regression Analysis, Scikit Learn (Machine Learning Library), Predictive Modeling, Cloud Management, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Application Deployment, Data Pipelines
- Status: Free
Eindhoven University of Technology
Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Operational Analysis, Performance Analysis, Data Analysis, Real Time Data, Data Science, Verification And Validation
Skills you'll gain: Data Warehousing, SQL, Extract, Transform, Load, Apache Airflow, Web Scraping, Linux Commands, Database Design, MySQL, PostgreSQL, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, Data Transformation, IBM DB2, Relational Databases, Jupyter, Generative AI
Skills you'll gain: Open Web Application Security Project (OWASP), Istio, Software Development Life Cycle, Linux Commands, Unit Testing, Application Deployment, Kubernetes, NoSQL, Bash (Scripting Language), MongoDB, Shell Script, Django (Web Framework), Object-Relational Mapping, OpenShift, Git (Version Control System), Cloud Applications, Containerization, GitHub, Jupyter, Grafana
Cisco Learning and Certifications
Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Hunting, Key Management, Data Security, Threat Modeling, Computer Security Incident Management, File Systems, Threat Detection, Endpoint Security, Cryptography, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Linux, Malware Protection, Encryption, Cyber Threat Intelligence, Incident Management, Information Systems Security, Threat Management
Skills you'll gain: Security Controls, Cybersecurity, Cyber Attacks, Security Awareness, Cyber Security Policies, Network Analysis, Security Information and Event Management (SIEM), Ethical Standards And Conduct, SQL
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Data Analysis, Applied Machine Learning, Statistical Analysis, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Tensorflow, Regression Analysis, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Web Applications
University of California San Diego
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Routing, Debugging, Network Model, Bioinformatics, Advanced Mathematics, Operations Research, Data Storage, Development Testing, Software Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Programming Principles, Computer Programming, Epidemiology, C++ (Programming Language), Infectious Diseases
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Introduction to AI and Machine Learning on Google Cloud: Google Cloud
- Machine Learning: an overview: Politecnico di Milano
- Introduction to Statistics: Stanford University
- Foundations of AI and Machine Learning: Microsoft
- Microsoft Azure Machine Learning for Data Scientists: Microsoft
- Process Mining: Data science in Action: Eindhoven University of Technology
- IBM Relational Database Administrator: IBM
- IBM Back-End Development: IBM
- Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
- Foundations of Cybersecurity: Google