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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


  • U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Simulation and Simulation Software, Design Software, Image Analysis, Engineering Analysis, Numerical Analysis, System Design and Implementation, Applied Mathematics, Physics

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    63 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of California San Diego

    Big Data Integration and Processing

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), SQL, PostgreSQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Mastering DeepSeek.ai: From Fundamentals to Advanced Skills

    Skills you'll gain: Make.com, Email Automation, DeepSeek API, Deepseek, Workflow Management, AI Workflows, No-Code Development, Operational Efficiency, Agentic Workflows, AI Enablement, Large Language Modeling, Retrieval-Augmented Generation, Automation, Generative AI, Application Programming Interface (API), Embeddings, Model Deployment, Natural Language Processing, Prompt Engineering, Debugging

    4.1
    Rating, 4.1 out of 5 stars
    ·
    52 reviews

    Intermediate · Specialization · 1 - 3 Months

  • L

    L&T EduTech

    Collaborative Robotics in Industry

    Skills you'll gain: Robotics, Programmable Logic Controllers, Electrical Systems, Automation Engineering, Hydraulics, Control Systems, Automation, Simulation and Simulation Software, Internet Of Things, Manufacturing Processes, Mechanical Engineering, Real Time Data, Human Machine Interfaces, Industrial Engineering, Hardware Troubleshooting, Image Analysis, Matlab, Equipment Design, Computer Vision, Embedded Software

    4.4
    Rating, 4.4 out of 5 stars
    ·
    164 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación del y para el aprendizaje en educación universitaria

    Skills you'll gain: Program Evaluation, Curriculum Development, Student-Centred Learning, Higher Education, Instructional Strategies, Ethical Standards And Conduct, Qualitative Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    668 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Open Source Models with Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision

    4.8
    Rating, 4.8 out of 5 stars
    ·
    104 reviews

    Beginner · Project · Less Than 2 Hours

  • W

    Whizlabs

    NVIDIA: Fundamentals of NLP and Transformers

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Preprocessing, Data Pipelines, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Semantic Web, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools

    4.5
    Rating, 4.5 out of 5 stars
    ·
    138 reviews

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Differentiation Rules

    Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Mathematical Modeling, Algebra, Derivatives, Geometry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    118 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Intro to TensorFlow en Español

    Skills you'll gain: Model Deployment, Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, Deep Learning, Machine Learning Methods, Data Preprocessing, NumPy, Supervised Learning, Pandas (Python Package)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    137 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Introduction to Secure Networking

    Skills you'll gain: Network Security, Network Protocols, TCP/IP, Cloud Computing, Firewall, General Networking, Networking Hardware, Network Architecture, OSI Models, Microsoft Azure, Computer Networking, Network Infrastructure, Local Area Networks, Network Monitoring, Software As A Service, Virtual Machines, Virtualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    328 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The University of Edinburgh

    Sit Less, Get Active

    Skills you'll gain: Goal Setting, Smart Goals, Patient Education And Counseling, Community Health, Health Education, Health Promotion, Preventative Care, Exercise Science, Self-Motivation, Behavioral Health, Activities of Daily Living (ADLs), Occupational Health, Chronic Diseases

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 3 Months

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

  • Optical Efficiency and Resolution: University of Colorado Boulder
  • Big Data Integration and Processing: University of California San Diego
  • Mastering DeepSeek.ai: From Fundamentals to Advanced Skills: Board Infinity
  • Collaborative Robotics in Industry: L&T EduTech
  • Evaluación del y para el aprendizaje en educación universitaria: Universidad Nacional Autónoma de México
  • Open Source Models with Hugging Face: DeepLearning.AI
  • NVIDIA: Fundamentals of NLP and Transformers : Whizlabs
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Calculus through Data & Modeling: Differentiation Rules: Johns Hopkins University
  • Intro to TensorFlow en Español: Google Cloud

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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