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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

    Analyze Markets: Go/No-Go Decisions

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Python for Real-World Data Analysis

    Skills you'll gain: Seaborn, Data Presentation, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Data Visualization, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Matplotlib, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy

    4.3
    Rating, 4.3 out of 5 stars
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    88 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Proposal Writing, Accountability, Data Ethics, Sustainability Reporting, Database Design, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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    Coursera

    Format Pages Like A Pro

    Skills you'll gain: Maintainability, Technical Documentation, Document Management, Technical Writing, Document Control, Content Management, Collaborative Software, Usability Testing, Information Architecture, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Business Data Using Tableau for Decision Making

    Skills you'll gain: Tableau Software, Business Intelligence, Interactive Data Visualization, Business Analytics, Data Storytelling, Data Visualization Software, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Data Architecture

    Beginner · Course · 1 - 3 Months

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    Edureka

    Cybersecurity and Network Defense Fundamentals

    Skills you'll gain: Cyber Threat Intelligence, MITRE ATT&CK Framework, Hardening, Cyber Threat Hunting, Operating System Administration, Threat Modeling, Exploitation techniques, Linux Commands, Intrusion Detection and Prevention, Cyber Operations, Linux, Cybersecurity, Cyber Security Strategy, Network Security, Network Monitoring, Operating Systems, Cyber Attacks, Cyber Engineering, Network Administration, Security Awareness

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Ansible to Automate End-to-End Software Deployment

    Skills you'll gain: Ansible, Application Deployment, Continuous Deployment, CI/CD, Cloud Deployment, IT Automation, Configuration Management, Infrastructure as Code (IaC), Application Servers, YAML, Cloud Infrastructure, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Generative AI Advance Fine-Tuning for LLMs

    Skills you'll gain: Generative AI, Large Language Modeling, Natural Language Processing, Model Evaluation, Reinforcement Learning, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    125 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Real Madrid Graduate School Universidad Europea

    Smart Stadiums: The Bernabéu Experience

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

  • Analyze Markets: Go/No-Go Decisions: Coursera
  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • Python for Real-World Data Analysis: Coursera
  • Master of Science in Computer Science: University of Colorado Boulder
  • Format Pages Like A Pro: Coursera
  • Analyze Business Data Using Tableau for Decision Making: EDUCBA
  • Cybersecurity and Network Defense Fundamentals: Edureka
  • Apply Ansible to Automate End-to-End Software Deployment: EDUCBA
  • Generative AI Advance Fine-Tuning for LLMs : IBM
  • Hyperparameter Tuning with Keras Tuner: 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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