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: Django (Web Framework), Application Programming Interface (API), Application Frameworks, Web Development, Program Development, Python Programming, Computer Programming, GitHub
DeepLearning.AI
Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation
Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), LLM Application, Generative AI, Natural Language Processing, Jupyter, Python Programming, Classification Algorithms
Skills you'll gain: Text Mining, Large Language Modeling, Natural Language Processing, Data Processing, LLM Application, Python Programming
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Engineering, Thermal Management, Materials science, Physics, Engineering Calculations, Mechanics, Physical Science, Applied Mathematics
Skills you'll gain: Prompt Engineering, ChatGPT, No-Code Development, OpenAI, LLM Application, Generative AI, Microsoft Power Platform, Email Automation, Application Development, Microsoft Power Automate/Flow, Serverless Computing, Microsoft Azure, Microsoft Outlook, Email Marketing
Skills you'll gain: Strategic Planning, Workforce Development, Applicant Tracking Systems, Professional Networking, Computer Science, LinkedIn, Professional Development, Technology Strategies, Recruitment, Adaptability, Information Technology, Branding
Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
Skills you'll gain: Adobe Firefly, Responsible AI, Data Ethics, Generative AI, AI Enablement, Creativity, Prompt Engineering, Ideation, Brainstorming, Artificial Intelligence, Innovation, Creative Design, Design Thinking, Multimedia, Storytelling, Visual Design, Content Strategy
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis Software, Data Manipulation, Python Programming, Development Environment, Software Installation
Packt
Skills you'll gain: Coaching, Employee Coaching, Constructive Feedback, Motivational Skills, People Development, Team Performance Management, Empowerment, Leadership Development, Performance Management, Growth Mindedness, Goal Setting
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Django: External APIs and Task Queuing:Â Codio
- Quantization in Depth:Â DeepLearning.AI
- Build & Adapt LLM Models with Confidence:Â Coursera
- Generative AI with Vertex AI: Build a customer chatbot:Â Coursera
- Select Topics in Python: Natural Language Processing:Â Codio
- Thermodynamics and Phase Equilibria:Â Korea Advanced Institute of Science and Technology(KAIST)
- Make Apps with ChatGPT and Generative AI:Â Packt
- Strategic Career Planning in Technology-Based Roles:Â Coursera
- Optimize AI: Build Reusable Model Pipelines:Â Coursera
- AI Foundations for Creativity:Â Adobe
