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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


  • M

    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Test Script Development, Programming Principles, Software Testing, Data Structures, Python Programming, Program Development, Computer Programming, Development Environment, Debugging, Django (Web Framework), Functional Design, Package and Software Management, Cloud Hosting

    4.6 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.9K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, System Design and Implementation, Technical Design, Software Design, Memory Management, Program Development, Data Storage

    4.9 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: User Story, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Backlogs, Sprint Retrospectives, Agile Project Management, Agile Product Development, Workflow Management, Sprint Planning, Team Oriented, Team Building, Team Management, Team Performance Management, Lean Methodologies, Performance Metric, Meeting Facilitation, Performance Measurement

    4.8 stars, 2.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: From Concept to Data Analysis

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistics, Statistical Modeling, Probability, Statistical Programming, Statistical Analysis, Statistical Software, Probability Distribution, Data Analysis, R Programming, Regression Analysis, R (Software), Analytical Skills, Statistical Visualization, Predictive Modeling, Data Visualization, Data Modeling

    4.6 stars, 3.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (3.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Icahn School of Medicine at Mount Sinai

    Network Analysis in Systems Biology

    Skills you'll gain: Bioinformatics, Unsupervised Learning, Machine Learning Methods, R (Software), Data Analysis Software, Molecular Biology, Applied Machine Learning, Biostatistics, Machine Learning Algorithms, Biology, Data Processing, Data Integration, Network Model, Life Sciences, Statistical Methods, Open Source Technology, Health Informatics, Scientific Visualization, General Science and Research, Unix Commands

    4.5 stars, 204 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (204) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    AutoCAD Architectural Design & Residential Planning

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Building Design, Architecture and Construction, Technical Drawing, Engineering Drawings, Civil and Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Engineering Plans And Specifications, Sustainable Architecture, Autodesk, AutoCAD Civil 3D, Architectural Engineering, Structural Engineering, Land Development, Functional Design, Layout Design, 3D Modeling

    4.8 stars, 76 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (76) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    4.4 stars, 137 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (137) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Data Import/Export, Database Management, Query Languages, Database Software, Report Writing, GitHub, Performance Tuning, Jupyter

    4.5 stars, 1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Financial Forecasting, Data Analysis, Model Evaluation, Business Risk Management, Data Literacy

    4.2 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (4K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Berklee

    Electronic Music Production

    Skills you'll gain: File Management, Musical Composition, Music Performance, Music, Media Production, Performing Arts, Music Theory, Post-Production, Instrumental Music, Collaborative Software, Digital Signal Processing, Electronic Media, Automation, Editing, Design Software, Computer Hardware, Patch Management, Creativity, System Requirements

    4.8 stars, 2.3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (2.3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • K

    KodeKloud

    Vision AI and Advanced OpenAI

    Skills you'll gain: OpenAI API, OpenAI, Generative Model Architectures, Responsible AI, Generative AI, Prompt Engineering, Embeddings, Multimodal Prompts, Image Analysis, Large Language Modeling, AI powered creativity, Token Optimization, AI literacy, AI Security, LLM Application, AI Workflows, Data Ethics, Content Optimization, Critical Thinking and Problem Solving, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Programming in Python: Meta
  • Introduction to Cyber Security: New York University
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • Introduction to Agile Development and Scrum: IBM
  • Bayesian Statistics: From Concept to Data Analysis: University of California, Santa Cruz
  • Network Analysis in Systems Biology: Icahn School of Medicine at Mount Sinai
  • AutoCAD Architectural Design & Residential Planning: EDUCBA
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • SQL for Data Analysis and Business Insights: Coursera
  • Mastering Data Analysis in Excel: Duke University

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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