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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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    IIMA - IIM Ahmedabad

    Leading with a Digital Strategy

    Skills you'll gain: Digital Transformation, AI Enablement, Business Transformation, Technology Strategies, Organizational Development, Organizational Effectiveness, Performance Improvement, Organizational Strategy, Performance Measurement, Business Strategy, Information Technology

    4.7
    Rating, 4.7 out of 5 stars
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    177 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
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    13 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    HR Management and Workforce Planning

    Skills you'll gain: Human Resources Management and Planning, Employee Training, Human Resources, Human Resource Management, Training and Development, Performance Appraisal, Human Resource Strategy, Employee Performance Management, Training Programs, Compensation Management, Talent Recruitment, Compensation Strategy, Human Capital, Organizational Effectiveness, Management Reporting, Compensation Analysis, Performance Measurement, Workforce Planning, Performance Management, Talent Acquisition

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development

    Skills you'll gain: Sustainable Development, Sustainable Systems, Design Thinking, Innovation, Environmental Science, Environmental Issue, Climate Change Programs, Sustainability Standards, Socioeconomics, Environment and Resource Management, Social Impact, Natural Resource Management, Social Justice, Climate Change Adaptation, Economic Development, Social Studies, Economics, Policy, and Social Studies, Climate Change Mitigation, Case Studies

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    699 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Fine-tuning, Natural Language Processing, Model Deployment, Open Source Technology, Containerization, C (Programming Language), Machine Learning, Cross Platform Development

    4.8
    Rating, 4.8 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Financial Modeling in Islamic Banking

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Accounting, Financial Analysis, Balance Sheet, Financial Reporting, Financial Modeling, Income Statement, Bank Regulations, Business Valuation, Financial Forecasting, Forecasting, Financial Regulation, Cash Flows, Regulatory Compliance, Banking, Financial Regulations, Cash Flow Forecasting, Ethical Standards And Conduct, Business Metrics

    5
    Rating, 5 out of 5 stars
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    26 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    PMP Exam Prep Certification Training

    Skills you'll gain: Team Performance Management, Project Management, Compliance Management, Agile Software Development, Management Training And Development, Strategic Decision-Making, Expectation Management, Drive Engagement, Plan Execution, Milestones (Project Management), Stakeholder Analysis, Resource Management, People Development, Governance Risk Management and Compliance, Risk Management, Technical Management, Change Control, Project Planning, Project Schedules, Technical Documentation

    4.6
    Rating, 4.6 out of 5 stars
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    284 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Building AI Agents with LLMs, RAG, and Knowledge Graphs

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science

    Intermediate · Specialization · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Controle Usando a Resposta em Frequência

    Skills you'll gain: Control Systems, Process Control, Automation Engineering, Machine Controls, Systems Design, Design Specifications, Engineering Analysis, Engineering Calculations, Performance Tuning, Systems Analysis, Diagram Design, Plot (Graphics), Mathematical Modeling, Estimation, Applied Mathematics

    4.3
    Rating, 4.3 out of 5 stars
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    164 reviews

    Intermediate · Course · 1 - 3 Months

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    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Computing Platforms, Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking

    4.1
    Rating, 4.1 out of 5 stars
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    114 reviews

    Beginner · Course · 1 - 4 Weeks

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    Yonsei University

    The Korean Economic Development

    Skills you'll gain: Crisis Management, Economic Development, Economics, Promotional Strategies, Economics, Policy, and Social Studies, International Finance, Financial Regulation, Financial Regulations, Financial Systems, Financial Policy, Socioeconomics, International Relations, Public Policies, Policy Analysis, Research, and Development, Growth Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    423 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Oracle SQL 21c: Database Design & Query Mastery

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Database Management Systems, Databases, Database Development, Query Languages, Data Transformation, Data Management, Case Studies, Data Integration, Pivot Tables And Charts, Data Analysis, Performance Tuning, Business Intelligence, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Leading with a Digital Strategy: IIMA - IIM Ahmedabad
  • Quantitative Finance & Risk Modeling: Coursera
  • HR Management and Workforce Planning: EDUCBA
  • Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development: University of Michigan
  • Open Source LLMOps Solutions: Duke University
  • Master Financial Modeling in Islamic Banking: EDUCBA
  • PMP Exam Prep Certification Training: University of Maryland, College Park
  • Building AI Agents with LLMs, RAG, and Knowledge Graphs: Packt
  • Controle Usando a Resposta em Frequência: Instituto Tecnológico de Aeronáutica
  • Quantum Computing For Everyone - An Introduction: Fractal Analytics

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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