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  • Applied Machine Learning

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


  • I

    IBM

    Generative AI for Product Owners

    Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Data Ethics, Risking, Google Gemini, Product Management, Decision Intelligence, AI literacy, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Product Development, Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning, Data Synthesis

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Shanghai Jiao Tong University

    The amazing world of the ethnic groups of Yunnan Province

    Skills you'll gain: Language Learning, Culture, English Language, Cultural Diversity, Liberal Arts, Multilingualism, Diversity Awareness, Anthropology, Intercultural Competence, Social Studies, Social Sciences, Ancient History, Demography

    ★ 4.5 (10) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Credit Risk Measurement and Management

    Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Modeling, Risk Analysis, Commercial Lending, Portfolio Risk, Securities (Finance), Risk Mitigation, Risk Management, Risk Management Framework, Derivatives, Financial Analysis, Retail Banking, Banking, Portfolio Management, Analysis, Probability, Transfer Learning, Application Frameworks, Design

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Business Model for Entrepreneurs

    Skills you'll gain: Entrepreneurship, Growth Strategies, Market Analysis, Operations, Persona Development, Value Propositions, Target Market, Customer Analysis, Marketing Channel, Business Development, Business Strategies, Business, Case Studies, Design Strategies, Design, Decision Making, Web Design and Development, Test Case, Learning Strategies, Test Script Development

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    Lund University

    Akademiskt skrivande

    Skills you'll gain: Peer Review, Writing, Writing and Editing, Honesty, Editing, Proofreading, Planning, Constructive Feedback, Organizational Skills, Goal Setting, Teaching

    ★ 4.5 (21) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • B

    Board Infinity

    Time Series Forecasting with Python: Models to Production

    Skills you'll gain: Time Series Analysis and Forecasting, Feature Engineering, Forecasting, Recurrent Neural Networks (RNNs), Model Evaluation, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Data Preprocessing, Statistical Methods, Deep Learning, Supervised Learning, Statistical Modeling, Statistical Analysis, Model Training, Data Wrangling, Machine Learning, Python Programming, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • Y

    Yale University

    Introduction to Psychology

    Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Child Development, Human Development, Human Learning, Psychological Evaluations, Psychotherapy, Culture, Cognitive Behavioral Therapy, Learning Theory, Scientific Methods, Critical Thinking, Diversity Awareness, Problem Solving

    ★ 4.9 (33K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Generative AI for Data Engineers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, AI literacy, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Learn Options Trading Strategies

    Skills you'll gain: Derivatives, Financial Trading, Securities Trading, Profit and Loss (P&L) Management, Analysis, Risk Analysis, Risk Management, Equities, Market Trend, Financial Market, Investments, Market Dynamics, Planning, Go To Market Strategy, Market Analysis, Finance, Learning Strategies, IT Management, Key Management, Mechanics

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science

    ★ 4.6 (62K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job Skills
    Job Skills
  • S

    Stanford University

    Probabilistic Graphical Models

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)

    ★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Generative AI for Product Owners: IBM
  • The amazing world of the ethnic groups of Yunnan Province: Shanghai Jiao Tong University
  • Credit Risk Measurement and Management: EDUCBA
  • AI Fundamentals for Non-Data Scientists: University of Pennsylvania
  • Business Model for Entrepreneurs: EDUCBA
  • Akademiskt skrivande: Lund University
  • Time Series Forecasting with Python: Models to Production: Board Infinity
  • Introduction to Psychology: Yale University
  • Generative AI for Data Engineers: IBM
  • Learn Options Trading Strategies: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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