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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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    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, R (Software), Statistical Programming, Tableau Software, Data Cleansing, Dashboard Creation, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Data Presentation, Data Analysis Software, Statistical Analysis, Data Wrangling, Workflow Management, Data Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build a Photo-Sharing Social App in iOS (Swift)

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, Authentications, UI Components, User Interface (UI), Application Design, User Flows, User Accounts, User Interface (UI) Design, Software Architecture, User Interface and User Experience (UI/UX) Design, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Santa Barbara

    Assurance Essentials

    Skills you'll gain: Internal Controls, Financial Auditing, Auditing, Certified Public Accountant, Generally Accepted Auditing Standards, Audit Planning, Public Accounting, Risk Analysis, External Auditing, Regulatory Affairs, Client Services

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Data Analytics Engineering: Probability & Techniques

    Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Probability Distribution, Pandas (Python Package), Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Computational Thinking, Statistical Methods, Data Processing, Statistical Analysis, Data Preprocessing, Data Structures, Statistics, Data Cleansing, Programming Principles, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Portfolio and Industry Readiness for Agentic AI Architects

    Skills you'll gain: Agentic Workflows, Technical Communication, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Professional Development, Generative AI Agents, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Project Documentation, Problem Solving, Communication Strategies, GitHub

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Target Audience, Customer Analysis, Market Opportunities, Entrepreneurship, Value Propositions, Performance Metric, Process Validation, Performance Measurement, Risk Analysis, Strategic Decision-Making, Business Modeling, Feasibility Studies, Business Analysis, Data-Driven Decision-Making, New Product Development, Case Studies, Innovation, FinTech, Leadership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Design a Parallax Business Consultancy Website Project

    Skills you'll gain: Design Elements And Principles, Business Communication, UI Components, Usability, Web Design and Development, Web Design, Graphic and Visual Design, Web Development, User Interface (UI), Web Components, Project Planning, Interactive Design, Blogs, Information Architecture, Interaction Design

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Certified Ethical Hacker (CEH): Unit 6

    Skills you'll gain: Mobile Security, Wireless Networks, Network Security, Application Security, Internet Of Things, Endpoint Security, Cybersecurity, Information Systems Security, Infrastructure Security, Penetration Testing, Exploitation techniques, Vulnerability Assessments, Data Security, Encryption

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Virtual Networking, Virtual Environment, Computing Platforms, Software Installation, Linux, Devops Tools, System Requirements, Encryption

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Strategic Career Planning in Technology-Based Roles

    Skills you'll gain: Workforce Development, Professional Networking, Computer Science, Professional Development, Academic Advising, Technology Strategies, Recruitment, Adaptability, Information Technology, Branding

    3.8
    Rating, 3.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Seaborn: Visualizing Basics to Advanced Statistical Plots

    Skills you'll gain: Seaborn, Data Storytelling, Data Presentation, Statistical Visualization, Data Visualization, Data Visualization Software, Matplotlib, Plot (Graphics), Statistical Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Data Analytics and Visualization with Tableau and more: Packt
  • Build a Photo-Sharing Social App in iOS (Swift): EDUCBA
  • Assurance Essentials: University of California, Santa Barbara
  • Data Analytics Engineering: Probability & Techniques: Northeastern University
  • Portfolio and Industry Readiness for Agentic AI Architects: Coursera
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • Design a Parallax Business Consultancy Website Project: EDUCBA
  • Fine-tuning Text Models with PEFT: Coursera
  • Certified Ethical Hacker (CEH): Unit 6: Pearson
  • Virtualization for Everyone: Pearson

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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