Applied Machine Learning Courses
Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: LLM Application, Prompt Patterns, OpenAI API, Large Language Modeling, AI Enablement, Generative AI Agents, Retrieval-Augmented Generation, OpenAI, Microsoft Azure, AI Orchestration, AI Personalization, Microsoft Development Tools, Development Environment, Microsoft Visual Studio, Artificial Intelligence, Software Development Tools
Fred Hutchinson Cancer Center
Skills you'll gain: Debugging, Responsible AI, Maintainability, ChatGPT, OpenAI, Computer Programming Tools, Bioinformatics, Artificial Intelligence, Prompt Engineering, Large Language Modeling, Software Development, Generative AI, Programming Principles, Data Science
Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
University of Colorado Boulder
Skills you'll gain: Semiconductors, High Voltage, Power Electronics, Electronic Components, Electronics Engineering, Electronics, Simulation and Simulation Software
Skills you'll gain: Cloud Deployment, Cloud Computing Architecture, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Virtual Networking, Multi-Factor Authentication, Event Monitoring, Data Storage, MySQL, Key Management, Scalability
Skills you'll gain: Resilience, Collaboration, Teamwork, Self-Awareness, Community Development, Mentorship, Active Listening
Skills you'll gain: Generative Model Architectures, ChatGPT, AI Security, Semantic Web, Vector Databases
Skills you'll gain: Snowflake Schema, Model Deployment, Data Pipelines, Pandas (Python Package), Data Import/Export, Data Transformation, Large Language Modeling, Data Processing, Containerization, Python Programming, MLOps (Machine Learning Operations), Application Deployment, Application Development, Data Science, Cloud Computing, SQL, Data Analysis, Machine Learning
Skills you'll gain: Active Directory, Azure Active Directory, Group Policy, Hybrid Cloud Computing, Windows Servers, Windows PowerShell, Microsoft Azure, Identity and Access Management, Cloud-Based Integration, Authentications, Configuration Management
Howard University
Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Visionary, Drive Engagement, Value Propositions, Team Leadership, Company, Product, and Service Knowledge, Storytelling, Strategic Leadership, Team Management, Communication Planning, Organizational Leadership, Leadership, Open Mindset, Professional Development, Mindfulness
Skills you'll gain: Generative AI, Editing, AI Personalization, Artificial Intelligence, Prompt Engineering, Creativity, Content Creation
In summary, here are 10 of our most popular applied machine learning courses
- Semantic Kernel SDK for Intelligent Applications :Â Packt
- AI for Efficient Programming: Harnessing the Power of LLMs:Â Fred Hutchinson Cancer Center
- Automate, Validate, and Promote ML Models Safely:Â Coursera
- High Voltage Schottky and p-n Diodes:Â University of Colorado Boulder
- Mastering Cloud: Security, Optimization & Migration on AWS:Â Edureka
- Resilience: Grow Through Collaboration and Reflection:Â Coursera
- Working with large language models using Azure:Â Microsoft
- The Ultimate Guide to Snowpark:Â Packt
- Deploying & Managing Active Directory in Hybrid Environments:Â Packt
- Capstone: Data Science Problem in Linear Algebra Framework:Â Howard University
