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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


  • C

    Coursera

    Capstone: Accounting Assistant with AI Skills

    Skills you'll gain: Accounting Software, Process Design, Workflow Management, Accounts Payable, Generally Accepted Accounting Principles (GAAP), General Accounting, Accounting Records, Standard Accounting Practices, Accounting Systems, Process Mapping, Month End Closing, Business Workflow Analysis, Business Planning, Ledgers (Accounting), Accounting, Bookkeeping, Financial Accounting, Financial Auditing, Financial Forecasting, Financial Analysis

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Deploy Applications with Docker: Build Real-World Projects

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Microservices, Cloud Deployment, Data Persistence, Software Architecture, Spring Boot, MySQL, WordPress

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Marketing Performance Using R and Excel

    Skills you'll gain: Marketing Analytics, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Market Analysis, Sales Management, Customer Insights, Loyalty Programs, Data-Driven Decision-Making, Customer Service, Predictive Analytics, Business Metrics, Case Studies, R Programming, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Agentic AI and AI Agents: A Primer for Leaders

    Skills you'll gain: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Cyber Security Strategy, Data Encryption Standard, Cyber Risk, Mobile Security, Enterprise Security, Computer Security, Application Security, Threat Detection, Cyber Security Policies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Ethics and Safety in Open AI

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Model Evaluation, Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, Machine Learning Algorithms, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Generative AI, Economics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    536 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Ethical Password Cracking

    Skills you'll gain: Penetration Testing, Brute-force attacks, Encryption, Network Security, Cybersecurity, Data Storage, Vulnerability Assessments, Wireless Networks, Authentications, Data Security, Cyber Attacks, Drupal, Mac OS, Linux, Blockchain

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulations, Safety Standards, Electronic Components, Estimation, Control Systems, Basic Electrical Systems, Thermal Management, Mathematical Modeling, Power Electronics, Electrical Power, Probability, Electrical Engineering, Electronic Systems, Model Evaluation, Simulation and Simulation Software, Engineering Calculations, Machine Learning Methods

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • L

    Logical Operations

    Coaching for Results

    Skills you'll gain: Employee Coaching, Coaching, Employee Performance Management, Performance Management, Employee Retention, Professional Development, Leadership Development, Leadership and Management, Leadership, Business Leadership, Team Motivation, Organizational Leadership, Mentorship, Initiative and Leadership, Strategic Leadership, Team Management, Teamwork, Cross-Functional Team Leadership, Communication, Business Communication

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Financial & Market Data Using SPSS Regression

    Skills you'll gain: SPSS (Software), Market Data, Regression Analysis, Analytics, Data Analysis, Statistical Reporting, Technical Communication, Statistical Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Modeling, Scatter Plots, Financial Modeling, Statistical Visualization

    Beginner · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Capstone: Accounting Assistant with AI Skills: Coursera
  • Deploy Applications with Docker: Build Real-World Projects: EDUCBA
  • Analyze Marketing Performance Using R and Excel: EDUCBA
  • Agentic AI and AI Agents: A Primer for Leaders: Vanderbilt University
  • Introduction to Cyber Security: New York University
  • Ethics and Safety in Open AI: Coursera
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Ethical Password Cracking: Packt
  • Algorithms for Battery Management Systems: University of Colorado Boulder
  • Coaching for Results: Logical Operations

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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