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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


  • L

    LearnKartS

    Introduction to AWS

    Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Public Cloud, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Hosting, Cloud Computing Architecture, Cloud Services, Cloud Security, Amazon S3, Cloud Storage, Amazon CloudWatch, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Scalability, Resource Management, Cost Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Programming for Data Science

    Skills you'll gain: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 1

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Embeddings, Generative AI, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, OpenAI, AI Enablement, Large Language Modeling, Performance Measurement, Business Solutions, Performance Improvement, Business Analysis, Hugging Face

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Python for Serverless Applications and Automation on AWS

    Skills you'll gain: Software Architecture, Amazon Web Services, Amazon DynamoDB, Python Programming, Service Oriented Architecture, Cloud Computing Architecture, Microservices, Serverless Computing, Cloud Applications, Application Programming Interface (API), Databases, Scripting, Programming Principles, Automation, Relational Databases, Application Development, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Telecommunications

    Skills you'll gain: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Anomaly Detection, AI Personalization, Internet Of Things, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Wireless Networks, Generative AI, Emerging Technologies, Generative AI Agents, Network Performance Management, Digital Communications, Network Architecture, Network Protocols, Computer Networking, Communication, System Design and Implementation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Advanced · Specialization · 1 - 3 Months

  • L

    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Process Flow Diagrams, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis, Looker (Software), Requirements Analysis, Project Management, Process Optimization, Data Analysis Software

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Advanced · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

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

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Ideation, Entrepreneurship, Strategic Planning, Business Development, Business Strategy, New Business Development, Business Analysis, Collaboration, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 3 Months

  • R

    Rice University

    Physics of Oscillators and Waves

    Skills you'll gain: Mechanics, Physics, Vibrations, Advanced Mathematics, Differential Equations, Calculus, Trigonometry, Applied Mathematics, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Project Operations & Automation

    Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Advanced · Specialization · 3 - 6 Months

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

  • Introduction to AWS: LearnKartS
  • Programming for Data Science: University of Leeds
  • Quick Start Guide to Large Language Models (LLMs): Unit 1: Pearson
  • Developing Generative AI Solutions: Amazon Web Services
  • Python for Serverless Applications and Automation on AWS: Amazon Web Services
  • AI for Telecommunications: AI CERTs
  • Data Science Foundations with No-Code Tools: LearnQuest
  • Capstone Project: Applying Business Analysis Skills : IBM
  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign

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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