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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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    Sage Publications

    Research Methods and Insights in Social Media Marketing

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Big Data, Social Media Content, Social Media, Social Media Strategy, Social Network Analysis, Market Research, Social Media Management, Marketing, Network Analysis, Analytics, Text Mining, Digital Analysis, Research, Driving engagement, Strategic Marketing, Research Methodologies, Digital Marketing, Consumer Behaviour

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Successful Presentation

    Skills you'll gain: Public Speaking, Presentations, Storytelling, Verbal Communication Skills, Oral Expression, Communication, Executive Presence, Communication Strategies, Composure, Verbal Strategic Communication, Creativity, Business Writing, Editing, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
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    5K reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de Palermo

    Psicología

    Skills you'll gain: Student-Centred Learning, Psychology, Sensory Systems Analysis, Human Learning, Learning Theory, Creativity, Human Development, Behavior Management, Pedagogy, Neurology, Culture, Self-Awareness, Education and Training, Student Engagement, Molecular Biology, Molecular, Cellular, and Microbiology, Learning Strategies, Anatomy, Computational Thinking, Systems Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Università di Napoli Federico II

    English for Financial Literacy B1+

    Skills you'll gain: English Language, Language Competency, Oral Comprehension, Budgeting, Oral Expression, Financial Planning, Finance, Vocabulary, Banking, Financial Acumen, General Finance, Investments, Grammar, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    AI Workflow: Business Priorities and Data Ingestion

    Skills you'll gain: Design Thinking, Market Opportunities, Data Integration, Data Engineering, Data Science, Analytical Skills, Data Pipelines, Data Validation, Extract, Transform, Load, Data Processing, Workflow Management, Process Modeling, Data Cleansing, Data Quality, Data Collection, Business Priorities, NumPy, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    189 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Tecnológico de Monterrey

    1.- El Cálculo - Modelo Lineal

    Skills you'll gain: Arithmetic, Mathematics Education, Mathematical Modeling, Digital pedagogy, General Mathematics, Calculus, Applied Mathematics, Mathematical Software, Algebra, Graphing

    4.8
    Rating, 4.8 out of 5 stars
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    1K reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Generative AI for Marketing: Advanced & Responsible

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Large Language Modeling, LangChain, Data Ethics, AI Personalization, Personalized Campaigns, LLM Application, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Transfer Learning, Customer Insights, Digital Marketing, Data Science

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Artificial Intelligence Data Fairness and Bias

    Skills you'll gain: Data Ethics, Responsible AI, Data Collection, Game Theory, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Decision Intelligence, Artificial Intelligence, Model Evaluation, Social Justice, Predictive Modeling, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deploying, Evaluating, and Scaling Production AI Systems

    Skills you'll gain: Model Deployment, LangChain, LangGraph, Agentic Workflows, AI Security, AI Orchestration, Generative AI, LLM Application, OpenAI, Agentic systems, AI Workflows, Application Deployment, Cloud Deployment, Generative AI Agents, Model Optimization, Token Optimization, Performance Tuning, MLOps (Machine Learning Operations), Model Context Protocol, Python Programming

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Microsoft Cybersecurity Analyst

    Skills you'll gain: MITRE ATT&CK Framework, Intrusion Detection and Prevention, Threat Modeling, Azure Active Directory, Cryptography, Authentications, Network Monitoring, Vulnerability Management, Security Strategy, Cloud Security, Network Security, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Microsoft Azure, Penetration Testing, Data Storage Technologies, Operating Systems, Compliance Management, Active Directory, Computer Security Incident Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    3K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Google

    Speed Up Data Analysis and Presentation Building

    Skills you'll gain: Data Visualization, Data Presentation, Responsible AI, Prompt Engineering, Prompt Patterns, Data Analysis, Spreadsheet Software, AI Enablement

    4.8
    Rating, 4.8 out of 5 stars
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    1K reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Master LangGraph Agents for Enterprise Automation Training

    Skills you'll gain: LangGraph, AI Orchestration, Agentic Workflows, Workflow Management, LLM Application, Prompt Engineering, Prompt Patterns, Process Optimization, Generative AI Agents, Large Language Modeling, Process Driven Development, Business Process Automation, Operational Efficiency, Agentic systems, Automation, Context Management

    Beginner · Course · 1 - 4 Weeks

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

  • Research Methods and Insights in Social Media Marketing: Sage Publications
  • Successful Presentation: University of Colorado Boulder
  • Psicología: Universidad de Palermo
  • English for Financial Literacy B1+: Università di Napoli Federico II
  • AI Workflow: Business Priorities and Data Ingestion: IBM
  • 1.- El Cálculo - Modelo Lineal: Tecnológico de Monterrey
  • Generative AI for Marketing: Advanced & Responsible: Packt
  • Artificial Intelligence Data Fairness and Bias: LearnQuest
  • Deploying, Evaluating, and Scaling Production AI Systems: Packt
  • Microsoft Cybersecurity Analyst: Microsoft

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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