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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


  • C

    Coursera

    COVID19 Data Analysis Using Python

    Skills you'll gain: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    2K reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Modelos de diseño instruccional para ambientes digitales

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Instructional Design, Planning, Design Strategies, Solution Design, Quality Assurance, Virtual Environment, Innovation, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    433 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Image Generation - Bahasa Indonesia

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Applied Machine Learning, Google Cloud Platform, Image Analysis, Cloud Deployment, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Diversity and Inclusion for HR Professionals

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Ideation, Decision Making, Recruitment, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    238 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Development, Cloud Computing, Applied Machine Learning, Cloud Deployment, Cloud Security, Amazon CloudWatch, Large Language Modeling, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Information Technology, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    898 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Data Storytelling, Analytics, Data Wrangling, Network Analysis, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    400 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Model View Controller, Databases, Relational Databases, Software Development, Ruby on Rails, Software Design Patterns, Cascading Style Sheets (CSS), Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    184 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Effective Sales – An Overview

    Skills you'll gain: Sales Management, Sales Strategy, Sales Process, Sales, Business Planning, Business Strategy, Cross-Functional Collaboration, Customer Relationship Building, Key Performance Indicators (KPIs), Goal Setting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    285 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Aprendiendo a aprender para jóvenes

    Skills you'll gain: Learning Strategies, Willingness To Learn, Time Management, Mental Concentration, Productivity, Cognitive flexibility, Growth Mindedness, Organizational Skills, Self-Awareness, Exercise Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    476 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Monetary Policy in the Asia Pacific

    Skills you'll gain: Market Liquidity, Analysis, Financial Policy, Economics, International Finance, Financial Market, Financial Regulation, Market Dynamics, Supply And Demand, Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    336 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Instituto Tecnológico de Aeronáutica

    Princípios de Desenvolvimento Ágil de Software

    Skills you'll gain: User Story, Agile Software Development, Backlogs, Agile Methodology, Scrum (Software Development), Sprint Retrospectives, Test Driven Development (TDD), Requirements Analysis, Sprint Planning, Software Development Methodologies, Software Engineering, Program Development, Diagram Design, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    221 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • COVID19 Data Analysis Using Python: Coursera
  • Modelos de diseño instruccional para ambientes digitales : Tecnológico de Monterrey
  • Introduction to Image Generation - Bahasa Indonesia: Google Cloud
  • Diversity and Inclusion for HR Professionals: University of California, Irvine
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
  • Big Data - Capstone Project: University of California San Diego
  • Web Application Development: Basic Concepts: University of New Mexico
  • Effective Sales – An Overview: Fundação Instituto de Administração
  • Aprendiendo a aprender para jóvenes: Universidad Austral

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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