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: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
Logical Operations
Skills you'll gain: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Data Visualization Software, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development
Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software
Skills you'll gain: Data Migration, PostgreSQL, Google Cloud Platform, Database Administration, Database Management, Virtual Private Networks (VPN), Data Management
Skills you'll gain: Event-Driven Programming, DevOps, Data Integration, z/OS, IBM Cloud, Hybrid Cloud Computing, CI/CD, Mainframe Technologies, Mainframe Computing, Cloud Development, Cloud Applications, Enterprise Application Management, Application Deployment, Middleware, Data Access, Application Design, Containerization, Cloud API, Application Programming Interface (API), Computer Programming
Johns Hopkins University
Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Public Policies, Diversity Awareness, Data Ethics, Machine Learning
Skills you'll gain: Collaborative Software, Workflow Management, Team Performance Management, Project Management Software, Organizational Skills, Calendar Management, Performance Improvement, Delegation Skills, Performance Management
University of California, Irvine
Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Productivity, Team Performance Management, Leadership, Meeting Facilitation, Employee Engagement, Collaboration, Leadership Development, Business Correspondence, People Management, Time Management, Communication, Business Writing, Communication Strategies
University of Colorado Boulder
Skills you'll gain: Cultural Diversity, Community Development, Culture, Digital Publishing, Content Creation, Analysis, Media and Communications, Storytelling, Critical Thinking, Creativity, Communication
Universidad Nacional Autónoma de México
Skills you'll gain: Extract, Transform, Load, Pandas (Python Package), NumPy, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Visualization Software, Package and Software Management, Graphing, Data Analysis, Jupyter, Data Import/Export, Python Programming, Data Manipulation
Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Elastic Compute Cloud, Cloud Deployment, Amazon CloudWatch, Amazon S3, Databases, Cloud Computing, AWS CloudFormation, Relational Databases, Public Cloud, Cloud Computing Architecture, Amazon DynamoDB, Database Design, Database Management Systems, Database Architecture and Administration, Network Security, Virtual Networking, Cloud Storage
Coursera
Skills you'll gain: Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Geospatial Information and Technology, Interactive Data Visualization, Scatter Plots, Software Installation, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- AI & LLM Engineering Mastery - GenAI, RAG Complete Guide:Â Packt
- Using Data Science Tools in Python:Â Logical Operations
- A Practical Approach to Timeseries Forecasting Using Python:Â Packt
- Migrate to Cloud SQL for PostgreSQL using Database Migration Service:Â Google Cloud
- Application Modernization for Enterprise Systems:Â IBM
- Exploring Algorithmic Bias as a Policy Issue: A Teach-Out:Â Johns Hopkins University
- Organiza y administra el trabajo colaborativo con Wrike:Â Coursera
- Productivity in Remote Work:Â University of California, Irvine
- Comic Books, Geek Culture, and the Fandom Imaginary:Â University of Colorado Boulder
- Python: de usuario a explorador de datos: Universidad Nacional Autónoma de México
