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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


  • A

    AI CERTs

    AI in Finance

    Skills you'll gain: Fraud detection, Financial Data, Forecasting, Financial Modeling, Risk Analysis, Strategic Decision-Making, Market Trend, FinTech, Financial Analysis, Predictive Analytics, AI Enablement, Generative AI, Decision Making, Risk Management, AI Workflows, Automation, Business Process Automation, Data Analysis, Financial Reporting

    ★ 3.7 (7) · Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Game Development with MonoGame: 2D & 3D Projects

    Skills you'll gain: Computer Graphics, Game Design, Object Oriented Programming (OOP), 3D Assets, Visualization (Computer Graphics), Video Game Development, Computer Graphic Techniques, Animation and Game Design, Object Oriented Design, Graphics Software, C# (Programming Language), Motion Graphics, Animations, Cross Platform Development, Program Development, Development Environment, Software Installation, Debugging, Build Tools, User Interface (UI)

    Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

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

    Category: Preview
    Preview
  • C

    Coursera

    GenAI for Market Research Analysts

    Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Customer Analysis, Competitive Intelligence, Responsible AI, Generative AI, Market Intelligence, Customer Insights, Market Trend, Trend Analysis, Analytics, Data Analysis

    ★ 4.6 (39) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of the Arts London

    Creative AI: Sound, Music and Interaction

    Skills you'll gain: AI powered creativity, Music, Musical Composition, Artificial Intelligence, Generative AI, AI literacy, Creativity, Human Machine Interfaces, Instrumental Music, Interactive Design, Music Performance, Machine Learning Methods, Human Computer Interaction, Responsible AI, Intellectual Property, Machine Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Financial Statement Ratio Analysis

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Working Capital, Financial Analysis, Financial Acumen, Balance Sheet, Income Statement, Business Metrics, Fixed Asset, Return On Investment, Gross Profit, Trend Analysis, Cash Management, Cash Flows, Finance, Inventory Accounting, Operational Efficiency, Accounts Receivable, Asset Management

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Model Evaluation, Data Quality, Data Validation

    ★ 4.7 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Fine-tuning, Classification Algorithms, Deep Learning, Applied Machine Learning, Scientific Visualization, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    AI Systems Reliability & Security

    Skills you'll gain: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Security Architecture Review, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Feedback Skills

    Skills you'll gain: Constructive Feedback, Communication, Interpersonal Communications, Emotional Intelligence, Performance Review, Relationship Management, Collaboration, Personal Development

    ★ 4.7 (60) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Certificado: Google Cloud Digital Leader

    Skills you'll gain: Cloud Security, Real Time Data, Digital Transformation, Cloud Management, Cloud Solutions, Google Cloud Platform, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Cloud Platforms, Data Security, Looker (Software), Cloud Deployment, Hybrid Cloud Computing, Public Cloud, Model Training, Cloud API, IT Security Architecture, Business Intelligence, Cloud Services, Cloud Computing

    ★ 4.8 (45) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for PR Specialists

    Skills you'll gain: Personalized Campaigns, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, AI Personalization, Crisis Management, Prompt Engineering, Team Leadership

    ★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

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

  • AI in Finance: AI CERTs
  • Game Development with MonoGame: 2D & 3D Projects: EDUCBA
  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
  • GenAI for Market Research Analysts: Coursera
  • Creative AI: Sound, Music and Interaction: University of the Arts London
  • Financial Statement Ratio Analysis: EDUCBA
  • Responsible AI for Developers: Fairness & Bias: Google Cloud
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • AI Systems Reliability & Security: Coursera
  • Feedback Skills: Packt

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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