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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    University of Cape Town

    Severe to Profound Intellectual Disability: Circles of Care and Education

    Skills you'll gain: Lifelong Learning, Family Support, Disabilities, Working With Children, Caregiving, Training Programs, Human Learning, Patient Education and Support, Special Education, Child Development, Advocacy, Curriculum Planning, Care Coordination, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Blazor Fundamentals & Core Concepts

    Skills you'll gain: UI Components, C# (Programming Language), Application Frameworks, Network Routing, Web Applications, Javascript, Event-Driven Programming, Model View Controller, Server Side, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Snowflake

    Snowflake Data Engineering

    Skills you'll gain: Data Engineering, Data Pipelines, Database Management, Data Manipulation, Databases, Data Transformation, Extract, Transform, Load, Data Warehousing, Change Control, DevOps, SQL, Cloud Development, Data Integration, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Software Development Tools, Stored Procedure, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    306 reviews

    Beginner · Professional Certificate · 1 - 3 Months

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    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Management, Agile Methodology, Team Building, Self-Awareness, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Virtual Teams, Resilience, Team Motivation, Sales, People Development, AI Enablement

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidade de São Paulo

    Introdução à Ciência da Computação com Python Parte 1

    Skills you'll gain: Debugging, Computational Thinking, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    7.5K reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Vector Databases

    4.7
    Rating, 4.7 out of 5 stars
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    167 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Rice University

    Fundamentals of Computing

    Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Pseudocode, Data Structures, Probability, Bioinformatics, Interactive Design, Program Development, Big Data, Python Programming, Data Analysis, User Interface (UI), Theoretical Computer Science, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of California San Diego

    Finding Hidden Messages in DNA (Bioinformatics I)

    Skills you'll gain: Bioinformatics, Molecular Biology, Data Analysis, Biochemistry, Biology, Algorithms, Microbiology, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Orchestrate, Analyze, and Evaluate AI Deployments

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Application Deployment, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence, Application Performance Management, Operational Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting, Quality Control

    Beginner · Course · 1 - 3 Months

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    U

    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Digital pedagogy, Collaboration, Learning Strategies, Problem Solving, Instructional Design, Innovation, Complex Problem Solving, digital literacy, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

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

  • Severe to Profound Intellectual Disability: Circles of Care and Education: University of Cape Town
  • Blazor Fundamentals & Core Concepts: Packt
  • Snowflake Data Engineering: Snowflake
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest
  • Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
  • Building AI Agents and Agentic Workflows: IBM
  • Fundamentals of Computing: Rice University
  • Finding Hidden Messages in DNA (Bioinformatics I): University of California San Diego
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Orchestrate, Analyze, and Evaluate AI Deployments: 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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