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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Coursera

    RF/Microwave Design - Impedance Matching

    Skills you'll gain: electromagnetics, Wireless Networks, Electronic Components, Performance Tuning, Process Optimization, Design, Analysis, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    233 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Duke University

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Natural Language Processing, Model Deployment, Open Source Technology, Prompt Engineering, Containerization, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Cloud Applications, Event-Driven Programming, Front-End Web Development, Python Programming, Database Management, Restful API, SQL, API Design, Databases

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 2: Statistical Linear Models

    Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistical Inference

    4.6
    Rating, 4.6 out of 5 stars
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    104 reviews

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Introduction to Data Engineering on AWS

    Skills you'll gain: Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation

    Beginner · Course · 1 - 3 Months

  • Status: New
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    E

    EDUCBA

    Develop a Movie Recommendation Engine

    Skills you'll gain: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Sales Operations, Customer Relationship Management, B2B Sales, Data Management, Customer Data Management, Databases, Business-To-Consumer

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Virginia

    Agile Meets Design Thinking

    Skills you'll gain: Agile Product Development, User Story, Design Thinking, Agile Methodology, Agile Software Development, Product Design, Product Development, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Free Trial
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    Packt

    Statistics & Mathematics for Data Science & Data Analytics

    Skills you'll gain: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    The AI Ladder: A Framework for Deploying AI in your Enterprise

    Skills you'll gain: AI Enablement, AI Product Strategy, Information Architecture, Strategic Decision-Making, Enterprise Architecture, Data Analysis, Business Strategy, Business Process Automation, Data Architecture, Artificial Intelligence, Data Collection, Data Integration, Business Technologies, Analytics, Leadership, Innovation, Machine Learning, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    418 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Geneva

    Troubles du spectre de l'autisme : interventions

    Skills you'll gain: Autism Spectrum Disorders, Student Support and Services, Family Support, Special Education, Parent Communication, Individualized Education Programs (IEP), Working With Children, Speech Therapy, Child Development, Psychological Evaluations, Applied Behavior Analysis, Research, Group Therapy

    4.8
    Rating, 4.8 out of 5 stars
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    199 reviews

    Intermediate · Course · 1 - 3 Months

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

  • RF/Microwave Design - Impedance Matching: Coursera
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • Open Source LLMOps Solutions: Duke University
  • Ultimate Guide to FastAPI and Backend Development: Packt
  • Advanced Linear Models for Data Science 2: Statistical Linear Models: Johns Hopkins University
  • Introduction to Data Engineering on AWS: Packt
  • Develop a Movie Recommendation Engine: EDUCBA
  • Sales and CRM Overview: Salesforce
  • Agile Meets Design Thinking: University of Virginia
  • Statistics & Mathematics for Data Science & Data Analytics: Packt

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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