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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


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    EDUCBA

    Analyze Supply Chain Demand Trends Using Heatmaps & Clusters

    Skills you'll gain: Data Processing, Data Wrangling, Advanced Analytics, Supply Chain Management, Data Transformation, Business Analytics, Statistical Visualization

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Marketing Psychology & Neuromarketing - 2026

    Skills you'll gain: Overcoming Objections, Market Research, Marketing Psychology, Active Listening, Rapport Building, Closing (Sales), B2B Sales, Consumer Behaviour, Target Audience, Selling Techniques, Content Performance Analysis, Marketing, Sales Strategy, Price Negotiation, Sales, Innovation, Marketing Strategies, Shared Media, Sales Prospecting, Marketing Communications

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Science and Technology of China

    职场修炼:学习、创新、协作与自我实现

    Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Ideation, Problem Solving, Innovation, Adult Education, Productivity, Workflow Management, Social Sciences, Productivity Software, Collaboration, Quick Learning, Operational Efficiency, Learning Strategies, Lifelong Learning, Willingness To Learn, World History, Personal Development, Sociology

    4.3
    Rating, 4.3 out of 5 stars
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    130 reviews

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    NVIDIA: LLM Experimentation, Deployment, and Ethical AI

    Skills you'll gain: Responsible AI, Data Ethics, LLM Application, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, Model Optimization, MLOps (Machine Learning Operations), Information Privacy, Model Deployment, Machine Learning, Deep Learning, Version Control

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Scrimba

    Prompt Engineering for Web Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
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    114 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado System

    Design and Build a Data Warehouse for Business Intelligence Implementation

    Skills you'll gain: Data Warehousing, Star Schema, Dashboard Creation, Data Visualization Software, MicroStrategy, Business Intelligence, Data Integration, Data Architecture, Extract, Transform, Load, Data Modeling, Case Studies, Business Intelligence Software, Data Management, PostgreSQL, SQL, Analytical Skills, Query Languages, Data Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    294 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Unreal Engine Blueprints-Foundations and Practical Mechanics

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, AI Enablement, Responsible AI, Personalized Campaigns, Deep Learning, Risk Modeling, Demand Planning, Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Risk Management, Business Analytics, Customer Demand Planning, Data-Driven Marketing, Machine Learning, Target Market, Artificial Intelligence, Business Risk Management, Supply Chain Planning, Marketing Analytics

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Mergers & Acquisitions: Analyze, Value & Execute

    Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Business Valuation, Business Modeling, Financial Analysis, Investment Banking, Financial Forecasting, Case Studies, Financial Statement Analysis, Capital Markets, Corporate Strategy, Plan Execution, Cash Flow Forecasting, Consolidation, Cash Flows, Business Strategies

    5
    Rating, 5 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 3 Months

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    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

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    Meta

    GenAI in Social Media Marketing

    Skills you'll gain: Target Audience, Meta Ads Manager, Generative AI, Social Media Marketing, Social Media, Social Media Content, Social Media Strategy, Digital Marketing Tools, AI powered creativity, Content Creation, Digital Marketing

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Django Features and Libraries

    Skills you'll gain: Django (Web Framework), Application Development, Web Development, Application Deployment, Database Design, Web Applications, Back-End Web Development, Authentications, Object-Relational Mapping, Hypertext Markup Language (HTML), Data Modeling, UI Components, Relational Databases, Python Programming, Data Validation, User Accounts, Network Protocols, User Interface (UI) Design

    4.8
    Rating, 4.8 out of 5 stars
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    398 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Analyze Supply Chain Demand Trends Using Heatmaps & Clusters: EDUCBA
  • Marketing Psychology & Neuromarketing - 2026: Alex Genadinik
  • 职场修炼:学习、创新、协作与自我实现: University of Science and Technology of China
  • NVIDIA: LLM Experimentation, Deployment, and Ethical AI: Whizlabs
  • Prompt Engineering for Web Developers: Scrimba
  • Design and Build a Data Warehouse for Business Intelligence Implementation: University of Colorado System
  • Unreal Engine Blueprints-Foundations and Practical Mechanics: EDUCBA
  • AI for Business Leaders: University of Maryland, College Park
  • Mergers & Acquisitions: Analyze, Value & Execute: EDUCBA
  • AWS Certified AI Practitioner (AIF-C01): Pearson

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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