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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

    Agentic AI Engineering

    Skills you'll gain: LangChain, LangGraph, AI Workflows, LLM Application, AI Orchestration, Agentic Workflows, Generative AI Agents, Tool Calling, Data Transformation, Retrieval-Augmented Generation, Generative AI, Gemini, Artificial Intelligence, Prompt Engineering, Google Gemini, Large Language Modeling, Agentic systems, Data Preprocessing, Model Context Protocol, Responsible AI

    Intermediate · Specialization · 3 - 6 Months

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    PracticalGrowth

    High Performance Team Leadership For Modern Teams

    Skills you'll gain: Meeting Facilitation, Team Motivation, Succession Planning, Employee Retention, Recognizing Others, Constructive Feedback, Delegation Skills, Performance Management, Employee Engagement, Talent Management, Coaching, Team Leadership, People Management, Decision Making, Operational Excellence, Project Documentation, Stakeholder Management, Change Management, Prioritization, Conflict Management

    Beginner · Specialization · 3 - 6 Months

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    University of London

    Finding Your Professional Voice: Confidence & Impact

    Skills you'll gain: Oral Expression, Public Speaking, Verbal Communication Skills, Assertiveness, Self-Awareness, Communication, Personal Attributes, Composure, Interpersonal Communications, Executive Presence, Emotional Intelligence, Respiration

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of Inventory Systems and Player Interaction

    Skills you'll gain: Unity Engine, Debugging, User Interface (UI) Design, Game Design, Video Game Development, User Interface and User Experience (UI/UX) Design, 3D Assets, Program Development, Interaction Design, Scripting, C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    AI For Everyone (すべての人のためのAIリテラシー講座)

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    306 reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Context Management, Model Evaluation, Data Analysis, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
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    679 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, Data Store, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design, Cloud Storage, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze E-Commerce Data Using PostgreSQL

    Skills you'll gain: Databases, Query Languages, Database Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Create Professional Designs Using Canva

    Skills you'll gain: Canva (Software), Presentations, Photo Editing, Social Media Content, Content Creation, Design, Graphic and Visual Design, Infographics, Video Editing, Branding, Marketing Materials, Layout Design, Animations

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Model Data in Weaviate

    Skills you'll gain: Query Languages, Relational Databases, Performance Tuning, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Unity Game Creation Bootcamp - Unity 6 Compatible

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, Animation and Game Design, Virtual Environment, Augmented and Virtual Reality (AR/VR), Post-Production, Animations, User Interface (UI), Application Deployment, Computer Graphics, Software Installation, Release Management, Artificial Intelligence, UI/UX Strategy, Scripting, Music, Programming Principles, C (Programming Language)

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Supervised Learning, Anomaly Detection, Decision Tree Learning, Time Series Analysis and Forecasting, Data Visualization Software, Classification Algorithms, Climate Change Mitigation

    4.4
    Rating, 4.4 out of 5 stars
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    13 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Agentic AI Engineering: Edureka
  • High Performance Team Leadership For Modern Teams: PracticalGrowth
  • Finding Your Professional Voice: Confidence & Impact: University of London
  • Foundations of Inventory Systems and Player Interaction: Packt
  • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
  • Advanced Prompt Engineering for Everyone: Vanderbilt University
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • Analyze E-Commerce Data Using PostgreSQL: EDUCBA
  • Create Professional Designs Using Canva: EDUCBA
  • Model Data in Weaviate: 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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