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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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    Edureka

    Building AI Agents with Agno

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Generative AI Agents, Tool Calling, Agentic systems, Model Deployment, AI Integrations, Enterprise Architecture, Prompt Engineering Tools, Context Engineering, Artificial Intelligence, Context Management, Prompt Engineering, Prompt Patterns, Debugging, Verification And Validation, Retrieval-Augmented Generation, Large Language Modeling, Memory Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Data Store, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Microsoft Power Platform, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Frontend Performance, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Scaling E-Commerce with Kubernetes: Deploy Web Apps

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, DevOps, Application Deployment, Scalability, YAML, Capacity Management, Disaster Recovery, Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Survey of Data Science

    Skills you'll gain: Data Wrangling, Data Mining, Classification Algorithms, Data Storage, Logistic Regression, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Modern Frontend Web Development: Sass, JS & Typescript

    Skills you'll gain: Web Components, TypeScript, UI Components, Javascript, Maintainability, Web Development Tools, Web Applications, Front-End Web Development, Code Reusability, Cascading Style Sheets (CSS), Event-Driven Programming, Object Oriented Programming (OOP), Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Java from Beginner to Expert

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Spring Boot, Hibernate (Java), Object Oriented Design, Spring Framework, Object-Relational Mapping, Database Management, Computer Programming, Web Development, Authorization (Computing), Database Development, Restful API, Role-Based Access Control (RBAC), Authentications, Debugging, Programming Principles, Development Environment

    Beginner · Course · 3 - 6 Months

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    SkillsBooster Academy

    Google Gemini for Business

    Skills you'll gain: Google Gemini, Prompt Engineering, Content Creation, Google Workspace, Content Development and Management, Prompt Engineering Tools, Sales Presentation, Social Media Content, AI Security, Data-Driven Decision-Making, Google Docs, Presentations, Business Communication, Google Sheets, Business Analysis, Generative AI, Business Operations, Productivity, Competitive Analysis, Team Management

    Beginner · Course · 1 - 3 Months

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    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Restful API, Authentications, Performance Tuning, Simulations

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Adapt Communication Styles

    Skills you'll gain: Communication, Selling Techniques, Negotiation, Verbal Communication Skills, Sales Process, Communication Strategies, Business Communication, Sales Development, Business Correspondence, Sales, Business Writing, Trustworthiness, Customer Analysis, Non-Verbal Communication, Sales Support, Recognizing Others, Customer Engagement, Customer Insights, Adaptability

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Diversity Training, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Development, Team Collaboration, Sales Management, Agile Methodology, Intercultural Competence, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Team Performance Management, Growth Mindedness, Virtual Teams, Resilience

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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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

  • Status: Free Trial
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    Board Infinity

    Fundamentals of Teradata: Architecture, Storage & Operations

    Skills you'll gain: Data Storage Technologies, Data Architecture, Database Architecture and Administration, Data Storage, Database Theory, Relational Databases, Database Management Systems, Mainframe Technologies, Data Integrity, Data Access, Mainframe Computing, Data Management, Data Processing, Performance Tuning, Distributed Computing

    Intermediate · Course · 1 - 4 Weeks

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

  • Building AI Agents with Agno: Edureka
  • Microsoft Power BI Performance Best Practices: Packt
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
  • Survey of Data Science: Packt
  • Modern Frontend Web Development: Sass, JS & Typescript: Skillshare
  • Java from Beginner to Expert: Packt
  • Google Gemini for Business: SkillsBooster Academy
  • Intermediate Python and Practical Skills: Packt
  • Adapt Communication Styles: Coursera
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest

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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