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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


  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique du point matériel

    Skills you'll gain: Mechanics, Torque (Physics), Physics, Vibrations, Engineering Analysis, Differential Equations, Physical Science, Linear Algebra, electromagnetics, Applied Mathematics, Integral Calculus, Calculus, Mathematical Modeling

    4.8 stars, 40 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (40) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.2 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Cómputo evolutivo

    Skills you'll gain: Algorithms, Model Optimization, Machine Learning Algorithms, Theoretical Computer Science, Program Development, Solution Design

    4.2 stars, 23 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Deploy Applications with Docker: Build Real-World Projects

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Data Persistence, Software Architecture, Data Storage, Back-End Web Development, Spring Boot, MySQL, Data Management, WordPress, Front-End Web Development

    5 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Personality Development and Communication Skills

    Skills you'll gain: Stress Management, Self-Awareness, Interpersonal Communications, Social Skills, Communication, Personal Attributes, Self-Motivation, Verbal Communication Skills, Communication Strategies, Trustworthiness, Personal Development, Persuasive Communication, Initiative and Leadership, Honesty, Leadership, Motivational Skills, Empathy, Cognitive flexibility, Composure, Public Speaking

    5 stars, 7 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (7) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Emory University

    What Can AI Do for Marketing?

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, AI Personalization, Data-Driven Decision-Making, Marketing Strategies, Contextual Advertising, Marketing, Personalized Campaigns, AI Enablement, Marketing Effectiveness, Responsible AI, MarTech, Data Ethics, Customer experience improvement, Journey Mapping, Artificial Intelligence, Customer Insights, Customer Engagement, Consumer Behaviour, Data Collection

    4.5 stars, 62 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    LLMOps

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Fine-tuning, Model Evaluation, Version Control, Supervised Learning

    4 stars, 39 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4 (39) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • S

    SkillUp

    Statistical Analysis and Data Modeling in Healthcare

    Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    The data to decision path for infusion of AI in healthcare

    Skills you'll gain: Decision Intelligence, Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Clinical Informatics, Machine Learning Methods, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Commercial Banking and Credit Management

    Skills you'll gain: Lending and Underwriting, Commercial Banking, General Lending, Banking Services, Deposit Accounts, Loans, Consumer Lending, Banking, Retail Banking, Loan Origination, Bank Regulations, Credit Risk, Payment Processing and Collection, Financial Regulation, Financial Regulations, Financial Systems, Customer Service, Working Capital

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Social Studies, Social Impact, Systems Thinking, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6 stars, 401 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (401) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Utrecht University

    Professionalism in an era of change

    Skills you'll gain: Lifelong Learning, Professionalism, Professional Development, Social Sciences, Organizational Change, Organizational Structure, Sociology, Psychology, Leadership, Personal Development, Empowerment, Initiative and Leadership, Leadership Development

    4.6 stars, 81 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (81) · Intermediate · Course · 1 - 3 Months

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

  • Mécanique du point matériel: École Polytechnique Fédérale de Lausanne
  • Generative AI and Large Language Models: Coursera
  • Cómputo evolutivo: Universidad Nacional Autónoma de México
  • Deploy Applications with Docker: Build Real-World Projects: EDUCBA
  • Personality Development and Communication Skills: EDUCBA
  • What Can AI Do for Marketing?: Emory University
  • LLMOps: DeepLearning.AI
  • Statistical Analysis and Data Modeling in Healthcare: SkillUp
  • The data to decision path for infusion of AI in healthcare: University of Colorado System
  • Commercial Banking and Credit Management: 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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