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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


  • M

    Microsoft

    Identity Protection and Governance 

    Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Cyber Governance, System Monitoring, Identity and Access Management, Cloud Security, Enterprise Security, Data Governance, Authorization (Computing), Multi-Factor Authentication, User Accounts, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • K

    Kotter

    The 4 Core Change Principles

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership and Management, Organizational Structure, Organizational Leadership, People Management, Industrial and Organizational Psychology, Leadership Development, Leadership, Drive Engagement, Stakeholder Engagement, Diversity and Inclusion, Lifelong Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Introduction to AWS Cloud Careers

    Skills you'll gain: Public Cloud, Cloud Computing Architecture, Cloud Computing, Application Programming Interface (API), Cloud Services, Scalability, Cloud Platforms, Amazon Web Services, Infrastructure As A Service (IaaS), Technical Services, Systems Administration, Solution Architecture, Security Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Connect Your Services with Microsoft Azure Service Bus

    Skills you'll gain: Microsoft Azure, C# (Programming Language), Service Oriented Architecture, Cloud Storage, Microservices, Cloud Development, Cloud Applications, Distributed Computing, Cloud Services, Event-Driven Programming, Communication, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Calculus through Data & Modelling: Techniques of Integration

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Probability, Applied Mathematics, Advanced Mathematics, Geometry, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Conflict Management Strategies

    Skills you'll gain: Conflict Management, Emotional Intelligence, Mediation, Relationship Management, Teamwork, Negotiation, De-escalation Techniques, Collaboration, Leadership, Empathy, Leadership Development, Team Leadership, Organizational Leadership, Active Listening, Communication, Organizational Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Advanced Django: Introduction to Django Rest Framework

    Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Data Validation, Authentications, Authorization (Computing), Application Programming Interface (API), API Design, JSON, Object-Relational Mapping, Model View Controller, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    4
    Rating, 4 out of 5 stars
    ·
    39 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    4.5
    Rating, 4.5 out of 5 stars
    ·
    86 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Student Self-Assessment with Microsoft Word

    Skills you'll gain: Microsoft Office

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Intro to TensorFlow 日本語版

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Feature Engineering, Google Cloud Platform, Data Pipelines, Jupyter, Machine Learning Methods, Deep Learning, Data Preprocessing, Embeddings

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Identity Protection and Governance : Microsoft
  • LLM Optimization & Evaluation: Coursera
  • The 4 Core Change Principles: Kotter
  • Introduction to AWS Cloud Careers: Amazon Web Services
  • Connect Your Services with Microsoft Azure Service Bus: Microsoft
  • Calculus through Data & Modelling: Techniques of Integration: Johns Hopkins University
  • Conflict Management Strategies: LearnKartS
  • Advanced Django: Introduction to Django Rest Framework: Codio
  • Clean and analyze social media usage data with Python: Coursera
  • Getting started with Azure IOT Hub: Coursera

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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