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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

    Corporate Finance Institute

    Reading Financial Statements

    Skills you'll gain: Financial Statement Analysis, Annual Reports, Financial Statements, Financial Analysis, Financial Reporting, Financial Acumen, Accounting, Management Reporting, General Accounting, Financial Accounting, Business Reporting, Income Statement, Financial Data, Balance Sheet, Auditors Report, Risk Analysis, Business Acumen, Risk Management, Cash Flows

    ★ 4.8 (48) · Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    CUDA at Scale for the Enterprise

    Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Dataflow, Digital Signal Processing, Distributed Computing, C++ (Programming Language), Program Development, Performance Tuning, Memory Management, Algorithms

    ★ 3.3 (26) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI Strategy for Business Leaders with ChatGPT, ML & DL

    Skills you'll gain: AI Integrations, AI Product Strategy, Business Leadership, Digital Transformation, Strategic Leadership, Business Strategy, Google Cloud Platform, Technology Strategies, Artificial Intelligence, Responsible AI, Culture Transformation, Return On Investment, ChatGPT, Case Studies, Generative AI, Data-Driven Decision-Making, Emerging Technologies, Automation, Risk Management, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Generative AI, Responsible AI, Resource Utilization, Lean Methodologies, Operational Efficiency, Data Ethics, Health Care Administration, Operations Management, Operational Excellence, Health Care Procedure and Regulation, Informed Consent, Project Risk Management, Process Improvement, Continuous Improvement Process, AI Security, Healthcare Ethics, Generative AI Agents, Health Informatics

    ★ 4.3 (73) · Intermediate · Specialization · 1 - 3 Months

  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

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

  • M

    Microsoft

    Boost Your Productivity with GitHub Copilot

    Skills you'll gain: GitHub Copilot, Microsoft Copilot, Prompt Engineering, GitHub, Prompt Patterns, AI Integrations, Development Environment, Software Installation

    ★ 4.4 (72) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Chatbots with Keras & NLP: Build & Evaluate

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Generative Model Architectures, Artificial Neural Networks, Data Preprocessing, Text Mining, Model Evaluation, Tensorflow, Model Training

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Generative Model Architectures, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Data Visualization, Model Training, Data Synthesis, Python Programming

    ★ 4.1 (9) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to PhET Simulations for STEM Education

    Skills you'll gain: Instructional Strategies, Education Software and Technology, Mathematics Education, Pedagogy, Teaching, Simulations, Web Content Accessibility Guidelines, Simulation and Simulation Software, Research, Peer Review

    ★ 4.9 (93) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    MAYA Architecture - Bedroom Interiors

    Skills you'll gain: 3D Modeling, Autodesk Maya, 3D Assets, Autodesk, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Functional Design, Simulations, Design Elements And Principles, Design

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

  • I

    Infosec

    OWASP Top 10 - 2021

    Skills you'll gain: Open Web Application Security Project (OWASP), Exploitation techniques, Authentications, Vulnerability Assessments, Application Security, Vulnerability Management, Event Monitoring, Security Controls, Data Integrity, Continuous Monitoring, Secure Coding, System Monitoring, Patch Management, Identity and Access Management, Multi-Factor Authentication, Authorization (Computing), Cryptography, Extensible Markup Language (XML), System Configuration, Incident Response

    ★ 4.5 (125) · Intermediate · Specialization · 3 - 6 Months

  • 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

    ★ 3.2 (19) · Beginner · Specialization · 1 - 3 Months

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

  • Reading Financial Statements: Corporate Finance Institute
  • CUDA at Scale for the Enterprise: Johns Hopkins University
  • AI Strategy for Business Leaders with ChatGPT, ML & DL: Packt
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Python and Pandas for Data Engineering: Duke University
  • Boost Your Productivity with GitHub Copilot: Microsoft
  • Chatbots with Keras & NLP: Build & Evaluate: EDUCBA
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Introduction to PhET Simulations for STEM Education: University of Colorado Boulder
  • MAYA Architecture - Bedroom Interiors: 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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