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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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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Microsoft Entra Core Capabilities

    Skills you'll gain: Multi-Factor Authentication, Role-Based Access Control (RBAC), Authentications, Azure Active Directory, Zero Trust Network Access, Microsoft Azure, Identity and Access Management, User Provisioning, Active Directory, Authorization (Computing), Security Controls, Cloud Security, User Accounts, Continuous Monitoring, Cloud Services, Security Strategy

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Protecting and Managing APIs

    Skills you'll gain: API Gateway, Authentications, Application Programming Interface (API), OAuth, API Design, Authorization (Computing), Restful API, Application Lifecycle Management, Application Security, Data Security, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Encryption, Security Controls, Application Performance Management, System Monitoring, Prometheus (Software), Flask (Web Framework), Grafana, Python Programming

    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, Responsible AI, Computer Vision, Music, Digital Signal Processing

    Mixed · Course · 1 - 4 Weeks

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    Packt

    From Recipe to Chef - Become an LLM Engineer

    Skills you'll gain: Prompt Engineering, LLM Application, LangChain, Fine-tuning, Large Language Modeling, Data Quality, Model Deployment, Model Training, No-Code Development, Model Evaluation, Application Deployment, Transfer Learning

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps

    Skills you'll gain: React Native, Application Deployment, Mobile Development, ChatGPT, Mobile Development Tools, User Interface and User Experience (UI/UX) Design, User Interface (UI), Database Development, JSON, UI Components, Database Application, Application Development, React.js, Development Environment, Data Storage, Debugging

    Beginner · Course · 1 - 3 Months

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    Coursera

    Validate Multimodal Data: Ensure Quality

    Skills you'll gain: Data Integrity, Verification And Validation, Record Keeping, Reconciliation, Debugging, Auditing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Integrate, Scale, and Monitor ML Microservices

    Skills you'll gain: Microservices, MLOps (Machine Learning Operations), Application Performance Management, AI Integrations, Site Reliability Engineering, AI Workflows, Continuous Monitoring, Performance Analysis, Event-Driven Programming

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Coaching for Results

    Skills you'll gain: Employee Coaching, Coaching, Employee Training, Employee Performance Management, Management Training And Development, Team Performance Management, Leadership Development, Leadership and Management, Leadership, Business Leadership, Team Motivation, Organizational Leadership, Mentorship, Initiative and Leadership, Strategic Leadership, Team Management, Teamwork, Cross-Functional Team Leadership, Communication, Business Communication

    Mixed · Course · 1 - 3 Months

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    Coursera

    Optimize LLM Costs & Streamline Processes

    Skills you'll gain: Model Optimization, Miro AI, Process Optimization, Lean Manufacturing, Collaborative Software, Process Improvement and Optimization, Productivity Software, Process Modeling, LLM Application, Process Analysis, Operating Cost, Business Workflow Analysis, AI Workflows, Cost Management, Waste Minimization, Data-Driven Decision-Making, Proposal Development

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Validate New Ideas for Startups

    Skills you'll gain: Value Propositions, Market Research, Entrepreneurship, User Research, Market Analysis, Customer Insights, Customer Analysis, Sales Presentations, Competitive Analysis, Ideation, Design Thinking, Data-Driven Decision-Making, New Business Development, Market Opportunities, Business Research, Fundraising and Crowdsourcing, Oral Expression, Product Development, Entrepreneurial Finance, Presentations

    Beginner · Course · 1 - 3 Months

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    Packt

    Leaders Leap: Transformational Leadership Mindset

    Skills you'll gain: Brand Strategy, Business Risk Management, Risk Management, Proactivity, Emotional Intelligence, Leadership Development, Branding, Lifelong Learning, Open Mindset, Creative Thinking, Thought Leadership, Leadership, Ideation, Decisiveness, Innovation, Growth Mindedness, Brand Loyalty, Self-Awareness, Executive Presence, Decision Making

    Beginner · Course · 1 - 3 Months

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

  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Microsoft Entra Core Capabilities: Whizlabs
  • Protecting and Managing APIs: Edureka
  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • From Recipe to Chef - Become an LLM Engineer: Packt
  • The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps: Packt
  • Validate Multimodal Data: Ensure Quality: Coursera
  • Integrate, Scale, and Monitor ML Microservices: Coursera
  • Coaching for Results: Logical Operations
  • Optimize LLM Costs & Streamline Processes: 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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