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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


  • P

    Pearson

    SQL for Any IT Professional: Unit 4

    Skills you'll gain: SQL, Database Management, Query Languages, Relational Databases, Database Design, Data Analysis, Data Integrity, Data Manipulation, User Accounts

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fred Hutchinson Cancer Center

    Data Management and Sharing for NIH Proposals

    Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Evaluate LLMs: Test and Prove Significance

    Skills you'll gain: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Running Windows Containers on Compute Engine

    Skills you'll gain: Containerization, Docker (Software), Cloud Infrastructure, Microsoft SQL Servers, Cloud Computing, Remote Access Systems, Windows Servers, Virtual Machines, Microsoft Windows

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Foundations of Unreal Engine 5 and Basic Environment Design

    Skills you'll gain: 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Game Design, Animation and Game Design, User Interface (UI), Scalability, Performance Tuning, Design

    Beginner · Course · 3 - 6 Months

  • C

    Cisco Learning and Certifications

    Implementing Complex MPLS VPNs

    Skills you'll gain: Multiprotocol Label Switching, Virtual Private Networks (VPN), Routing Protocols, Wide Area Networks, Service Level Agreement, Service Level, Network Planning And Design, Network Routing, Virtual Networking, Network Architecture, Network Security, System Configuration

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, Applied Machine Learning, Model Evaluation, Technical Documentation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Azure SQL Data Warehouse Synapse Analytics Service

    Skills you'll gain: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Affinity Photo: Beyond the Basics – Masking & Color

    Skills you'll gain: Photo Editing, Color Theory, Image Quality, Editing

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Intermediate Python Game Development with Pygame

    Skills you'll gain: Animation and Game Design, Animations, Video Game Development, User Interface (UI) Design, Computer Graphic Techniques, Visualization (Computer Graphics), Game Design, Python Programming, Computer Graphics, Image Analysis, Program Development, Peripheral Devices, Debugging

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, People Analytics, Job Analysis, Business Analysis, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

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

  • SQL for Any IT Professional: Unit 4: Pearson
  • Benchmark & Optimize LLM App Performance: Coursera
  • Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
  • Evaluate LLMs: Test and Prove Significance: Coursera
  • Running Windows Containers on Compute Engine: Google Cloud
  • Foundations of Unreal Engine 5 and Basic Environment Design: Packt
  • Implementing Complex MPLS VPNs: Cisco Learning and Certifications
  • Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro: Google Cloud
  • Azure SQL Data Warehouse Synapse Analytics Service: Packt
  • Affinity Photo: Beyond the Basics – Masking & Color: Skillshare

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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