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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


  • S

    Simplilearn

    LLM Application Engineering and Development Certification

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Tool Calling, Fine-tuning, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools

    ★ 3.4 (24) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Fundamentals of Computer Network Security

    Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Exploit development, Advanced Encryption Standard (AES), Cryptographic Protocols, Intrusion Detection and Prevention, Metasploit, Application Security, Security Testing, Cyber Security Policies

    ★ 4 (602) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    MathWorks

    Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Architecture, Systems Design, Functional Design, Requirements Analysis, System Requirements, Requirements Elicitation, Functional Requirement, Verification And Validation

    ★ 4.8 (295) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    Dartmouth College

    Why Smart Executives Fail: Common Mistakes & Warning Signs

    Skills you'll gain: Leadership and Management, Leadership Studies, Strategic Leadership, Business Leadership, Leadership, Organizational Effectiveness, Organizational Leadership, Leadership Development, Business Ethics, Strategic Decision-Making, Culture Transformation, Accountability, Strategic Thinking, Organizational Change, Corporate Strategy, Behavior Management, Business Strategy, Change Management, Industrial and Organizational Psychology, Ethical Standards And Conduct

    ★ 4.9 (420) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing

    ★ 4.8 (368) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    MathWorks

    Electrified Systems Design Engineer

    Skills you'll gain: Power Electronics, Simulation and Simulation Software, Model Based Systems Engineering, Electronic Systems, Electrical Systems, Electrical Engineering, Three-Phase, Machine Controls, Systems Integration, Simulations, Electrical Power, Electronics Engineering, Electronics, Electric Power Systems, Data Import/Export, Engineering Analysis, Engineering, Engineering Design Process, Performance Tuning, Environmental Issue

    ★ 4.8 (96) · Beginner · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • W

    West Virginia University

    Sales Operations/Management

    Skills you'll gain: Sales Management, Sales Territory Management, Recruitment, Sales Development, Training Programs, Sales Training, Sales Strategy, Account Management, Sales, General Sales Practices, Training and Development, Talent Recruitment, Expense Management, Sales Process, Organizational Structure, Strategic Planning, Inside Sales, Expense Reports, Business Ethics, Employee Training

    ★ 4.5 (450) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Curtis Institute of Music

    Exploring Beethoven’s Piano Sonatas

    Skills you'll gain: Musical Composition, Music History, Instrumental Music, Classical Music, Music Theory, Music Performance, Music, Performing Arts, Aesthetics

    ★ 4.8 (613) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • E

    EDUCBA

    Analyze and Apply Financial Reporting Fundamentals

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Revenue Recognition, Financial Analysis, Inventory Accounting, Financial Accounting, Budget Management, Fixed Asset, Income Statement, Balance Sheet, Budgeting, Financial Reporting, Management Accounting, Capital Budgeting, Asset Management, Accounting, Cost Accounting, Management Reporting, Cash Flows, Generally Accepted Accounting Principles (GAAP)

    ★ 5 (13) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • L

    L&T EduTech

    Fundamentals of Robotics & Industrial Automation

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Programmable Logic Controllers, Electrical Equipment, Control Systems, Automation, Simulation and Simulation Software, Manufacturing Processes, Human Machine Interfaces, Simulations, Industrial Engineering, Equipment Design, Internet Of Things, Matlab, Electronic Components, Engineering, Scientific, and Technical Instruments, Process Control

    ★ 4.5 (128) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Algorithms, Data Collection, and Starting to Code

    Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Microsoft Development Tools, Integrated Development Environments, Data Storage, Development Environment, Computer Programming, Mathematical Software

    ★ 4.6 (377) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Fitting Statistical Models to Data with Python

    Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Advanced Analytics, Data Analysis, Logistic Regression, Exploratory Data Analysis, Dependency Analysis, Python Programming, Data Visualization Software

    ★ 4.4 (718) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • LLM Application Engineering and Development Certification: Simplilearn
  • Fundamentals of Computer Network Security: University of Colorado System
  • Systems Engineering: MathWorks
  • Why Smart Executives Fail: Common Mistakes & Warning Signs: Dartmouth College
  • Logistic Regression in R for Public Health: Imperial College London
  • Electrified Systems Design Engineer: MathWorks
  • Sales Operations/Management: West Virginia University
  • Exploring Beethoven’s Piano Sonatas: Curtis Institute of Music
  • Analyze and Apply Financial Reporting Fundamentals: EDUCBA
  • Fundamentals of Robotics & Industrial Automation: L&T EduTech

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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