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
Deep Teaching Solutions
Skills you'll gain: Deductive Reasoning, Cognitive flexibility, Logical Reasoning, Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Analytical Skills, Open Mindset, Problem Solving, Decision Making, Ancient History, Self-Awareness
Microsoft
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Azure DevOps Pipelines, Azure DevOps, Generative AI, Microsoft Azure, Model Deployment, AI Workflows, Model Training, CI/CD, Version Control, Data Ethics, Artificial Intelligence, Model Evaluation, Continuous Integration, Git (Version Control System), Automation, Application Performance Management, Continuous Monitoring
Fundação Lemann
Skills you'll gain: Programming Principles, Digital pedagogy, Education Software and Technology, Computer Programming, Learning Management Systems, Computational Logic, Computational Thinking, Algorithms
Duke University
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Statistical Visualization, Data Presentation, Data Manipulation, Data Wrangling, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Inference
Skills you'll gain: Unreal Engine, Video Game Development, Game Design, Virtual Environment, Interactive Design
University of Colorado Boulder
Skills you'll gain: Robotics, Graph Theory, Algorithms, Python Programming
Coursera
Skills you'll gain: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer experience strategy (CX), Customer Service, Customer experience improvement, Customer Communications Management, Journey Mapping, Personalized Campaigns, AI Enablement, Personalized Service, Customer Insights, Customer Retention, Business Analytics, User Feedback, Analytics, Artificial Intelligence, Generative AI, Predictive Analytics, Automation
Skills you'll gain: Accounting Software, Ledgers (Accounting), Accounting and Finance Software, Accounting Records, Small Business Accounting, Accounting Systems, Balancing (Ledger/Billing), Payroll Processing, Financial Statements, Payroll Systems, Accounting, Financial Statement Analysis, Cash Handling, Bookkeeping, Payroll Administration, Financial Reporting, Financial Acumen, Payroll, Standard Accounting Practices, Payroll Reporting
Tecnológico de Monterrey
Skills you'll gain: Pandas (Python Package), Exploratory Data Analysis, Plot (Graphics), Data Visualization Software, Data Manipulation, Data Analysis, Python Programming, Data Structures, Data Import/Export, Software Installation
O.P. Jindal Global University
Skills you'll gain: Psychology, Research Methodologies, Research Design, Research, Human Learning, Science and Research, Scientific Methods, Decision Intelligence, Sensory Systems Analysis, Culture, Empathy & Emotional Intelligence, Experimentation, Informed Consent
Edureka
Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, LangChain, Large Language Modeling, Responsible AI, AI Security, OpenAI, Generative AI, AI Personalization, Context Management, Natural Language Processing, CI/CD, Python Programming, Pandas (Python Package), Scalability, Application Development, Safety and Security
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LangChain, JavaScript Frameworks, LLM Application, Large Language Modeling, AI Orchestration, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Think Critically: Deductive Reasoning and Mental Models:Â Deep Teaching Solutions
- MLOps and responsible AI practices:Â Microsoft
- Aprenda a ensinar programação com o Programaê!: Fundação Lemann
- Data Visualization and Modeling in Python:Â Duke University
- Unreal Engine: Apply & Integrate Audio for Immersive Games:Â EDUCBA
- Robotic Path Planning and Task Execution:Â University of Colorado Boulder
- GenAI for Customer Communication:Â Coursera
- Master Bean Balance: Apply, Manage & Analyze Accounting:Â EDUCBA
- AnalÃticas de Datos con Pandas: Tecnológico de Monterrey
- Cognitive Psychology:Â O.P. Jindal Global University
