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
Rice University
Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Functional Design, Scalability
University of Colorado Boulder
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Code Reusability, Data Visualization, Statistical Visualization, Programming Principles, Computer Science, Computer Programming, Data Wrangling, Data Manipulation, Data Science, Package and Software Management, Python Programming, Exploratory Data Analysis, Computational Logic, Software Engineering
Edureka
Skills you'll gain: Data Transformation, Dashboard Creation, Business Intelligence Software, Data Integration
Università Bocconi
Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Probability & Statistics, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, A/B Testing, Machine Learning
Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Verification And Validation, Data Structures, Front-End Web Development
Skills you'll gain: Search Engine Optimization, Consumer Behaviour, Case Studies, Marketing, Web Analytics and SEO, Marketing Strategies, Process Improvement and Optimization, Digital Advertising, Strategic Marketing, Marketing Strategy and Techniques, Strategic Planning, Digital Marketing, Target Audience, Marketing Effectiveness, Content Optimization, Competitive Analysis, Market Opportunities, Business Strategy, Customer Insights, Strategic Thinking
Case Western Reserve University
Skills you'll gain: Negotiation, Leadership Development, Professional Development, Initiative and Leadership, Organizational Leadership, Communication, Leadership, Influencing, Overcoming Obstacles, Workforce Development, Personal Development, Empowerment, Personal Attributes, Relationship Building, Self-Awareness, Workplace inclusivity, Diversity and Inclusion, Assertiveness, Collaboration, Diversity Awareness
University of Michigan
Skills you'll gain: Interviewing Skills, Leadership, Leadership Development, Organizational Leadership, Consolidation, Professional Development, Team Building, Recruitment, Team Management, Lifelong Learning, Talent Management, Coaching
Skills you'll gain: Project Portfolio Management, Financial Statement Analysis, Financial Statements, Portfolio Management, Investment Management, Investments, Income Statement, Resource Allocation, Market Analysis, Strategic Prioritization, Financial Planning, Business Ethics, Financial Market, Resource Utilization, Portfolio Risk, Market Trend, Technical Analysis, Ethical Standards And Conduct, Financial Trading, Risk Management
Universidade de São Paulo
Skills you'll gain: Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming, Performance Testing, Algorithms, Programming Principles, Code Reusability, Computer Science, Data Structures, Python Programming, Computational Thinking, Maintainability, Test Automation, Software Testing
École normale supérieure
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Operations Research, Linear Algebra, Applied Mathematics, Mathematical Modeling, Solution Design, Probability
Rice University
Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Python Programming, Data Analysis, Unsupervised Learning, Analysis, Text Mining
In summary, here are 10 of our most popular applied machine learning courses
- Parallel Programming in Java:Â Rice University
- Expressway to Data Science: Python Programming:Â University of Colorado Boulder
- Advanced Microsoft Power BI:Â Edureka
- A Scientific Approach to Innovation Management: Università Bocconi
- XML Foundations and Styling for Modern Web Developers:Â EDUCBA
- Strategic SEO Mastery: Tools, Strategy & Case Studies:Â EDUCBA
- Women in Leadership: Inspiring Positive Change:Â Case Western Reserve University
- Leading People and Teams Capstone:Â University of Michigan
- Investment and Portfolio Management:Â EDUCBA
- Introdução à Ciência da Computação com Python Parte 2: Universidade de São Paulo
