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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


  • I

    IBM

    DevOps Capstone Project

    Skills you'll gain: Devops Tools, DevOps, CI/CD, Cloud Deployment, Software Development Tools, User Story, Microservices, OpenShift, Continuous Integration, Agile Software Development, Cloud-Native Computing, Code Review, Kubernetes, Test Driven Development (TDD), Continuous Deployment, Continuous Delivery, Scrum (Software Development), Agile Methodology, Collaborative Software, Cloud Computing

    ★ 4.8 (179) · Intermediate · Course · 1 - 3 Months

  • T

    The University of Sydney

    Introduction to Advanced Calculus

    Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Trigonometry, Mathematical Modeling, Linear Algebra, Physics, Numerical Analysis, Derivatives

    ★ 4.7 (33) · Intermediate · Course · 1 - 4 Weeks

  • Y

    Yonsei University

    International Marketing & Cross Industry Growth Capstone Project

    Skills you'll gain: Peer Review, Innovation, Promotional Strategies, Ideation, Global Marketing, Marketing, Product Promotion, Company, Product, and Service Knowledge, Strategic Marketing, Competitive Analysis, Promotions and Campaigns, Business Strategies, Benchmarking, Product Management, New Business Development, Brand Strategy, Growth Strategies, Corporate Strategy, Case Studies, Branding

    ★ 4.7 (78) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Image Quality, Engineering Calculations, System Requirements, Simulation and Simulation Software, Design Software, Systems Design, System Design and Implementation, Graphical Tools, Applied Mathematics, Physics, Spatial Analysis

    ★ 4.2 (64) · Advanced · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, Model Training, Fine-tuning, Large Language Modeling, Image Analysis, Applied Machine Learning, Natural Language Processing, Data Processing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Inteligencia artificial: proyecto final

    Skills you'll gain: Program Development, Artificial Intelligence, Software Development, Applied Machine Learning, AI literacy, Technical Writing

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

  • U

    University of Illinois Urbana-Champaign

    Financial Management Capstone

    Skills you'll gain: Peer Review, Financial Management, Financial Modeling, Financial Data, Financial Statement Analysis, Financial Analysis, Financial Forecasting, Data Storytelling, Mergers & Acquisitions, Investments, Business Valuation, Case Studies, Risk Management, Corporate Strategy

    ★ 4.6 (138) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Databricks ML in Action

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Model Training, Data Preprocessing, Applied Machine Learning, Data Lakes, Extract, Transform, Load, AI Workflows, Hugging Face, Data Pipelines, PySpark, Vector Databases, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Architecture, Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    The Mathematics of Democracy, Politics and Manipulation

    Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Economics, Policy, and Social Studies, Public Affairs, Social Sciences, Public Policies, Game Theory, Demography, Mathematical Modeling, Decision Intelligence, General Mathematics, Diversity Awareness, Logical Reasoning, Applied Mathematics

    ★ 4.7 (27) · Mixed · Course · 1 - 3 Months

  • D

    Duke University

    Python Programming Fundamentals

    Skills you'll gain: Debugging, Code Reusability, Algorithms, Problem Solving, Data Processing, Computational Logic, Python Programming, Software Development, Data Analysis, Scripting Languages

    ★ 4 (70) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Product Development using AutoCAD

    Skills you'll gain: Computer-Aided Design, AutoCAD, Design Software, Drafting and Engineering Design, Product Design, Product Development, Technical Drawing, Design

    ★ 4.5 (171) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Application Deployment, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

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

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

  • DevOps Capstone Project: IBM
  • Introduction to Advanced Calculus: The University of Sydney
  • International Marketing & Cross Industry Growth Capstone Project : Yonsei University
  • Optical Efficiency and Resolution: University of Colorado Boulder
  • Hugging Face Hub and Ecosystem Fundamentals: Pragmatic AI Labs
  • Inteligencia artificial: proyecto final: Universidad Nacional Autónoma de México
  • Financial Management Capstone: University of Illinois Urbana-Champaign
  • Databricks ML in Action: Packt
  • The Mathematics of Democracy, Politics and Manipulation: Johns Hopkins University
  • Python Programming Fundamentals: Duke University

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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