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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


  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Computer Vision, Applied Machine Learning, Machine Learning, Python Programming, Matplotlib, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Gestão da Cadeia de Suprimentos

    Skills you'll gain: Supply Chain Management, Supply Chain, Supply Chain Planning, Logistics, Transportation, Supply Chain, and Logistics, Inventory Management System, Operations Management, Order Management, Business Technologies, Customer Demand Planning, Production Planning, Data-Driven Decision-Making, Automation, Internet Of Things, Blockchain, Machine Learning

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Environment, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Research, Data Analysis Software, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Corporate Entrepreneurship: Innovating within Corporations

    Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Financial Modeling, Market Opportunities, New Business Development, Internal Auditing, Corporate Finance, Financial Statements, Business Strategy, Corporate Strategy, Business Planning, Corporate Accounting, Project Finance, Business Metrics, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    301 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Autónoma Metropolitana

    Conciencia Lingüística

    Skills you'll gain: Grammar, Spanish Language, Language Learning, Writing, Creativity, Vocabulary, Oral Expression

    4.8
    Rating, 4.8 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Systems Thinking Basics

    Skills you'll gain: Systems Thinking, Creative Thinking, Innovation, Systems Analysis, Complex Problem Solving, Analysis, Business Systems Analysis, Strategic Thinking, Critical Thinking, Organizational Change, Decision Making, Collaboration, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    AI Agents in LangGraph

    Skills you'll gain: LangGraph, LangChain, AI Workflows, LLM Application, Agentic systems, Prompt Engineering, Data Persistence, Context Management, Human Centered Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    275 reviews

    Intermediate · Project · Less Than 2 Hours

  • L

    LearnKartS

    Effective Communication Skills

    Skills you'll gain: Active Listening, Verbal Communication Skills, Communication, Communication Strategies, Emotional Intelligence, Public Speaking, Persuasive Communication, Business Communication, Non-Verbal Communication, Conflict Management, Teamwork, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • Gestão da Cadeia de Suprimentos: Fundação Instituto de Administração
  • Drones for Environmental Science: Duke University
  • Introduction to Linear Regression Training : Simplilearn
  • Corporate Entrepreneurship: Innovating within Corporations: University of Maryland, College Park
  • Conciencia Lingüística: Universidad Autónoma Metropolitana
  • Systems Thinking Basics: Coursera
  • TensorFlow Prediction: Identify Penguin Species: Coursera
  • AI Agents in LangGraph: DeepLearning.AI

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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