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
Status: PreviewTecnológico de Monterrey
Skills you'll gain: Education Software and Technology, Calculus, Applied Mathematics, Algebra, Mathematical Modeling, Mathematics Education, Graphing, Derivatives
Status: Free TrialAmerican Psychological Association
Skills you'll gain: Institutional Review Board (IRB), Data Visualization, Descriptive Statistics, Quantitative Research, Plot (Graphics), Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Hypothesis Testing, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Surveys, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Research and Design
Packt
Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Machine Learning, Data Pipelines, Data Preprocessing, Feature Engineering, Sampling (Statistics), Data Integration, Model Evaluation, Workflow Management, Complex Problem Solving
Status: PreviewIcahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Integration, Unsupervised Learning, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API
Status: PreviewLund University
Skills you'll gain: Responsible AI, Artificial Intelligence, Social Impact, Social Justice, Algorithms, Ethical Standards And Conduct, Information Privacy, Governance
The State University of New York
Skills you'll gain: Job Analysis, Adaptability, Professional Development, Dealing With Ambiguity, Personal Development, Lifelong Learning, Brand Management, Smart Goals, Gap Analysis, Competitive Analysis, Self-Awareness, Dashboard, Goal Setting
Politecnico di Milano
Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Application Specific Integrated Circuits, Technical Design, Systems Design, Computer Architecture, Hardware Architecture, Electronic Hardware, Distributed Computing, System Configuration, Cloud Computing Architecture, Computer-Aided Design
Status: Free TrialDuke University
Skills you'll gain: Case Studies, Persuasive Communication, Interactive Learning
Status: PreviewTecnológico de Monterrey
Skills you'll gain: Calculus, Mechanics, Applied Mathematics, Visualization (Computer Graphics), Physics, Geometry, Mathematical Modeling, Trigonometry
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Computer Programming Tools, Graph Theory, Mathematical Modeling, Python Programming, Biology
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Data Modeling, Data Analysis, Logistic Regression, Descriptive Analytics, Forecasting, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning, Statistical Analysis
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Design Thinking, Creative Thinking, Intellectual Property, Conceptual Design, 3D Modeling, Solution Design, Innovation, Prototyping, Social Impact, Manufacturing Processes, Manufacturing and Production, Entrepreneurship
In summary, here are 10 of our most popular applied machine learning courses
- 2.- El Cálculo - Modelo Cuadrático: Tecnológico de Monterrey
- Psychological Research: American Psychological Association
- Alteryx Advanced: Packt
- Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
- Artificial Intelligence: Ethics & Societal Challenges: Lund University
- Strategic Career Self-Management: The State University of New York
- FPGA computing systems: Background knowledge and introductory materials: Politecnico di Milano
- Think Again IV: How to Avoid Fallacies: Duke University
- Física: Vectores, Trabajo y Energía: Tecnológico de Monterrey
- Comparing Genes, Proteins, and Genomes (Bioinformatics III): University of California San Diego
