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
DeepLearning.AI
Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Data Preprocessing, Model Evaluation, Performance Tuning
Coursera
Skills you'll gain: Data Governance, Role-Based Access Control (RBAC), Responsible AI, Governance, Data Management, Generative AI, Metadata Management, Security Controls, AI Security, Data Quality, Data Access, Identity and Access Management, Benchmarking, Data Security, Compliance Management, Quality Assurance and Control
Universidad de los Andes
Skills you'll gain: Intercultural Competence, Language Learning, Language Competency, Multilingualism, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Culture, Social Justice, Non-Verbal Communication
Skills you'll gain: User Story, Backlogs, Scaled Agile Framework, Project Estimation, Sprint Planning, Agile Project Management, Agile Software Development, Scrum (Software Development), Sprint Retrospectives, Agile Methodology, Stakeholder Communications, Team Building, Agile Product Development, Jira (Software), Estimation, Planning, Project Management, Kanban Principles, Product Management, Prioritization
Skills you'll gain: Encryption, Secure Coding, File Management, Cryptography, Python Programming, Programming Principles, Debugging, Scripting, Software Testing, Data Structures
L&T EduTech
Skills you'll gain: Building Codes, Construction, Structural Engineering, Construction Engineering, Laboratory Testing, Civil Engineering, Structural Analysis, Engineering Design Process, Engineering Calculations, Engineering Analysis
Coursera
Skills you'll gain: Regulatory Requirements, Lending and Underwriting, Compliance Management, Mortgage Loans, Commercial Lending, Credit Risk, Risk Management, Consumer Lending, Quality Control, AI Enablement, Decision Making, Predictive Analytics, Machine Learning, Artificial Intelligence
University of Michigan
Skills you'll gain: Data Manipulation, Data Preprocessing, Data Analysis, Python Programming
University of Colorado System
Skills you'll gain: Video Game Development, Game Design, Debugging, Programming Principles, Animations, Scripting Languages, Event-Driven Programming
Skills you'll gain: AI Enablement, OpenAI, Development Environment, Game Design, Agentic systems, Web Scraping
Skills you'll gain: Embeddings, AI Personalization, OpenAI API, Data Analysis, Generative AI, Exploratory Data Analysis, OpenAI, Data Manipulation, Data Visualization, Data Preprocessing, Python Programming, Dimensionality Reduction
Starweaver
Skills you'll gain: SQL, Business Intelligence, Jupyter, Python Programming
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In summary, here are 10 of our most popular applied machine learning courses
- TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
- Govern Your GenAI Data Safely: Coursera
- Compreender as dimensões interculturais na vida cotidiana: Universidad de los Andes
- Master Agile Scrum with Specialization Certification: Simplilearn
- Python Hacking: Apply, Implement & Analyze: EDUCBA
- Pile foundation: L&T EduTech
- Mortgage for Underwriters: Coursera
- Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
- Moving, Shooting, and Debugging in GameMaker: University of Colorado System
- Build Anything With AI Agents - Apps - Games - Assistants: Packt
