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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


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    Fred Hutchinson Cancer Center

    AI for Efficient Programming: Harnessing the Power of LLMs

    Skills you'll gain: Debugging, Responsible AI, Data Ethics, Maintainability, ChatGPT, LLM Application, AI literacy, Computer Programming Tools, Bioinformatics, Artificial Intelligence, Prompt Engineering, Large Language Modeling, Generative AI, Information Privacy, Data Science

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), AI powered creativity, Autoencoders, Convolutional Neural Networks, Model Training, Computer Vision, Responsible AI, Music, Digital Signal Processing, Data Processing

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Introduction to Google Analytics (GA4)

    Skills you'll gain: Web Analytics, Google Analytics, Web Analytics and SEO, Data Collection, Conversion Funnel Analysis, Data Quality, Content Performance Analysis, Digital Analysis, Analytics, Marketing Analytics, Dashboard Creation, Data-Driven Decision-Making, Data Validation, Data Analysis, Data Capture, Business Analytics, Digital Marketing, Digital Media Strategy, Market Analysis, Marketing Planning

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Mastering SQL and Data Management with Teradata

    Skills you'll gain: SQL, Transaction Processing, Query Languages, Database Management, Data Manipulation, Data Security, Security Controls, Security Management, Database Architecture and Administration, Data Transformation, Data Access, Data Integrity, Authorization (Computing), Data Dictionary

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Oral Expression, Emotional Intelligence, Empathy & Emotional Intelligence, Business Planning, Verbal Communication Skills, Target Market, Productivity, Financial Statements, Financial Acumen, User Research, Target Audience, Marketing, Marketing Planning, Microsoft Excel, Financial Analysis, Market Research, Social Media Strategy, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Building Modern Distributed Systems with Java

    Skills you'll gain: Distributed Computing, Java Programming, Load Balancing, Middleware, Database Management Systems, NoSQL, Event-Driven Programming, Databases, Systems Architecture, Software Architecture, Computer Systems, Remote Access Systems, Microservices, Scalability, Service Management, Communication Systems

    Intermediate · Course · 1 - 3 Months

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    Packt

    Foundations of IT Project Management

    Skills you'll gain: Project Risk Management, IT Management, Project Management, Software Development Methodologies, Systems Development Life Cycle, IT Infrastructure, Software Development Life Cycle, Information Technology, Project Portfolio Management, Project Scoping, Cloud Infrastructure, Environmental Social And Corporate Governance (ESG), Risk Management, Resource Management, Security Management, Agile Methodology, Scrum (Software Development), Agile Software Development, Cloud Services, Information Technology Operations

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Fixed Income Analysis & Pricing Techniques

    Skills you'll gain: Financial Modeling, Securities (Finance), Portfolio Risk, Business Valuation, Finance, Portfolio Management, Financial Analysis, Financial Market, Investment Management, Credit Risk, Capital Markets, Mortgage Loans, Market Dynamics, Cash Flows, Risk Analysis, Income Statement

    Mixed · Course · 1 - 4 Weeks

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    Illinois Tech

    Operating System Virtualization - Bachelor's

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Data Storage, Virtual Networking, Data Storage Technologies, vSphere DRS & HA, Networking Hardware, Virtual Local Area Network (VLAN), Computing Platforms, Infrastructure Architecture, IT Infrastructure, Network Infrastructure, Capacity Management, Data Centers, Memory Management, Network Switches, Endpoint Security, Computer Hardware

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Developing Applications with Google Cloud en Français

    Skills you'll gain: Cloud-Native Computing, Cloud Applications, Cloud Development, Google App Engine, Google Cloud Platform, Serverless Computing, Application Deployment, Cloud Deployment, Application Performance Management, Application Design, Infrastructure as Code (IaC), Cloud API, Data Store, Application Development, API Gateway, Microservices, Authentications, Cloud Storage, Cloud Computing, Debugging

    Intermediate · Specialization · 3 - 6 Months

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    Board Infinity

    Mastering iOS Development: Swift, SwiftUI, and Beyond

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Core Data (Software), Apple Xcode, Mobile Development, User Interface (UI), User Interface (UI) Design, UI Components, Integrated Development Environments, Debugging, Data Persistence, Data Management, Programming Principles, Application Programming Interface (API), Data Storage, Authentications

    Beginner · Course · 1 - 4 Weeks

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

  • AI for Efficient Programming: Harnessing the Power of LLMs: Fred Hutchinson Cancer Center
  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • Introduction to Google Analytics (GA4): Edureka
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Mastering SQL and Data Management with Teradata: Board Infinity
  • Skills for a Modern Entrepreneur or Business Owner: Packt
  • Building Modern Distributed Systems with Java: Packt
  • Foundations of IT Project Management: Packt
  • Fixed Income Analysis & Pricing Techniques: EDUCBA
  • Operating System Virtualization - Bachelor's: Illinois Tech

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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