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: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Machine Learning Methods, Matlab, Transfer Learning, Traffic Flow Optimization
Edureka
Skills you'll gain: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy
Universidad de Palermo
Skills you'll gain: Psychology, Cognitive Behavioral Therapy, Computational Thinking, Systems Thinking, Human Learning, Language Learning, Oral Comprehension, Scientific Methods, Research, Experimentation, Research Design
Erasmus University Rotterdam
Skills you'll gain: Econometrics, Data Collection, Probability & Statistics, Regression Analysis, Statistical Methods, Survey Creation, Statistics, Quantitative Research, Exploratory Data Analysis, Statistical Hypothesis Testing, Descriptive Statistics, Data Literacy, Time Series Analysis and Forecasting, Statistical Analysis, Correlation Analysis
University of California, Irvine
Skills you'll gain: Education Software and Technology, Learning Management Systems, Performance Testing, Virtual Environment, Data Analysis Software
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Vibrations, Equipment Design, Engineering Analysis, Mathematical Modeling, Engineering Calculations, Applied Mathematics, Differential Equations, Calculus, Physics
Skills you'll gain: Differentiated Instruction, Learning Management Systems, Teaching, Education Software and Technology, Student Engagement, Blended Learning, Digital pedagogy, Instructional Strategies, Interactive Learning, Needs Assessment
Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Threat Management, Cybersecurity, Cyber Security Strategy, Application Security, Threat Detection, Security Strategy, Microsoft Azure, Cloud Security, Internet Of Things, Secure Coding, Network Security, Vulnerability Assessments, Identity and Access Management, Asset Management
University of California San Diego
Skills you'll gain: Application Development, Android (Operating System), Android Studio, Mobile Development, Software Development Tools, Game Design, Computer Programming Tools, Development Environment, Internet Of Things, Embedded Software, Web Servers, Web Applications, USB, Ubuntu, Peripheral Devices, Operating Systems, Software Installation, Command-Line Interface, System Configuration, Hardware Troubleshooting
Skills you'll gain: Operating Systems, C (Programming Language), Performance Tuning, Virtual Machines, System Programming, Virtualization, Linux
Skills you'll gain: Verification And Validation, Theoretical Computer Science, Software Systems, Communication Systems, Systems Analysis, System Design and Implementation, Embedded Systems
Starweaver
Skills you'll gain: Business Process Modeling, Data Storytelling, Responsible AI, AI Product Strategy, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Sales Presentations, Google Gemini, Sales Strategy, ChatGPT, Generative AI, Sustainable Development, Social Impact, Customer Relationship Management (CRM) Software, Innovation, Environmental Social And Corporate Governance (ESG), Product Knowledge
In summary, here are 10 of our most popular applied machine learning courses
- Object Tracking and Motion Detection with Computer Vision:Â MathWorks
- Predictive Modeling with Python :Â Edureka
- Cognición, Pensamiento y Lenguaje: Universidad de Palermo
- Enjoyable Econometrics:Â Erasmus University Rotterdam
- Performance Assessment in the Virtual Classroom:Â University of California, Irvine
- Introduction to Acoustics (Part 2):Â Korea Advanced Institute of Science and Technology(KAIST)
- Interactive eLearning and Assessment with Edulastic:Â Coursera
- Advanced Cybersecurity Concepts and Capstone Project:Â Microsoft
- Internet of Things: Setting Up Your DragonBoardâ„¢ Development Platform:Â University of California San Diego
- Intro to Operating Systems 2: Memory Management:Â Codio
