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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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    University of Glasgow

    Generative Pre-trained Transformers (GPT)

    Skills you'll gain: ChatGPT, Generative AI, Large Language Modeling, Generative Model Architectures, LLM Application, Natural Language Processing, Responsible AI, Embeddings, Data Ethics, Model Evaluation, Model Training, Risk Management Framework

    4.4
    Rating, 4.4 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

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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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    EDUCBA

    Human Resource Management: Apply & Analyze Skills

    Skills you'll gain: Employee Performance Management, Performance Management, Human Resource Strategy, Human Capital, Human Resources Management and Planning, Human Resources, Performance Appraisal, Workforce Development, Talent Management, People Analytics, Workforce Planning, Organizational Strategy, Employee Retention, Case Studies, Employee Training, Competitive Analysis, Organizational Effectiveness, Business Strategies, Analysis

    5
    Rating, 5 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: Frontend Integration, API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Event-Driven Programming, Database Development, Front-End Web Development, Python Programming, Database Management, Restful API, Object-Relational Mapping, SQL

    4.1
    Rating, 4.1 out of 5 stars
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    25 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Ethical Hacking: Meterpreter, DNS & ICMP Attacks

    4.7
    Rating, 4.7 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 4 Weeks

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    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

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    University of Nebraska

    High Level Biocontainment for Healthcare Facilities

    Skills you'll gain: Personal protective equipment, Bloodborne Pathogens, Infection Control, Equipment decontamination, Infectious Diseases, Stress First Aid, Public Health and Disease Prevention, Patient Safety, Patient Evaluation, Patient Flow, Epidemiology, Public Health, Mental Health, Media and Communications, Behavioral Health

    4.7
    Rating, 4.7 out of 5 stars
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    141 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Generative AI for Leadership & Human-Centered Branding

    Skills you'll gain: Prompt Engineering Tools, Generative AI, AI Enablement, Performance Analysis, Strategic Leadership, AI literacy, Performance Measurement, Brand Awareness, Initiative and Leadership, LLM Application, Branding, AI powered creativity, Prompt Patterns, Leadership, Cybersecurity, Strategic Thinking, Decision Intelligence, Computer Security Awareness Training, AI Personalization, Business

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Financial Reporting, IFRS & Strategic Decisions

    Skills you'll gain: International Financial Reporting Standards, Market Dynamics, Environmental Social And Corporate Governance (ESG), Ethical Standards And Conduct, Governance, Business Ethics, Financial Reporting, Cost Benefit Analysis, Cost Accounting, Consolidation, Intercompany Accounting, Corporate Accounting, Technical Accounting, Corporate Sustainability, Financial Data, Profit and Loss (P&L) Management, Decision Making, Financial Accounting, Business Strategies, Finance

    Beginner · Specialization · 3 - 6 Months

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    Tecnológico de Monterrey

    2.- El Cálculo - Modelo Cuadrático

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Calculus, Applied Mathematics, Mechanics, Algebra, Mathematical Modeling, General Mathematics, Model Optimization, Mathematics Education, Mathematical Software, Graphing, Derivatives, Graphical Tools

    4.8
    Rating, 4.8 out of 5 stars
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    341 reviews

    Mixed · Course · 1 - 4 Weeks

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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
  • Generative Pre-trained Transformers (GPT): University of Glasgow
  • NVIDIA: LLM Experimentation, Deployment, and Ethical AI: Whizlabs
  • Human Resource Management: Apply & Analyze Skills: EDUCBA
  • Ultimate Guide to FastAPI and Backend Development: Packt
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Ethical Hacking: Meterpreter, DNS & ICMP Attacks: EDUCBA
  • The data to decision path for infusion of AI in healthcare: University of Colorado System
  • High Level Biocontainment for Healthcare Facilities: University of Nebraska
  • Apply Generative AI for Leadership & Human-Centered Branding: 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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