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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


  • W

    Whizlabs

    Power BI: Data Analytics and Data Preparation

    Skills you'll gain: Data Transformation, Power BI, Data-Driven Decision-Making, Data Processing, Data Integration, Data Cleansing, Data Manipulation, Data Preprocessing, Data Modeling, Data Visualization Software, Data Analysis, Pivot Tables And Charts, Analytics

    ★ 4.2 (13) · Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Video Production

    Beginner · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Applying to College 101

    Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Personal Attributes, Family Support, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research

    ★ 4.8 (19) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Cloud Architecture Design Patterns

    Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Scalability, Cloud Computing, Cloud Platforms, Software Architecture, Cloud Services, Cloud Deployment, Cloud Solutions, Infrastructure As A Service (IaaS), Load Balancing, Serverless Computing, Software Design Patterns, Microservices, Event-Driven Programming

    ★ 4.7 (35) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Test-Driven Development Overview

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Maintainability, Test Automation, Software Testing, Test Case, Program Development, Debugging, Software Development, Python Programming, Agile Methodology

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

  • C

    Coursera

    Navigating Generative AI Risks for Leaders

    Skills you'll gain: Responsible AI, Data Ethics, Law, Regulation, and Compliance, Regulation and Legal Compliance, Regulatory Compliance, Generative AI, Legal Risk, Compliance Management, Business Ethics, AI Security, Intellectual Property, Business Risk Management, Risk Management, Ethical Standards And Conduct, Personally Identifiable Information, Data Governance, Data Security

    ★ 4.9 (72) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Transformer Architectures and Multimodal Models

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Recurrent Neural Networks (RNNs), Embeddings, Large Language Modeling, Artificial Neural Networks, Software Architecture, Model Optimization, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Distributed Computing, Scalability, Unsupervised Learning, Computer Vision, Memory Management

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Model Optimization, Computer Graphic Techniques, User Interface (UI), Graphics Software, Scripting

    Mixed · Course · 1 - 3 Months

  • S

    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Model Context Protocol, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Artificial Intelligence, Tool Calling, Context Management, Agentic systems, Prompt Engineering, Model Evaluation, SQL, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

  • H

    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Model Training, Artificial Intelligence, Model Optimization, Model Evaluation, Exploratory Data Analysis, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Python Cryptography: Analyze & Break Ciphers

    Skills you'll gain: Cryptography, Encryption, Brute-force attacks, Python Programming, Programming Principles, Computational Logic, Program Development, Algorithms, Code Reusability, File I/O, File Management

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Maximizing the Generative AI Value

    Skills you'll gain: Generative AI, Responsible AI, AI Product Strategy, AI powered creativity, AI literacy, Return On Investment, Data Ethics, Artificial Intelligence, Business Process Automation, Operational Efficiency, Automation, Innovation, AI Integrations, Performance Measurement, AI Workflows, Business Ethics, Product Design

    ★ 4.5 (6) · Intermediate · Course · 1 - 4 Weeks

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

  • Power BI: Data Analytics and Data Preparation: Whizlabs
  • AI for Video Production: AI CERTs
  • Applying to College 101: University of Pennsylvania
  • Cloud Architecture Design Patterns: Coursera
  • Test-Driven Development Overview: LearnQuest
  • Navigating Generative AI Risks for Leaders: Coursera
  • Transformer Architectures and Multimodal Models: Edureka
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Building AI Agents with Snowflake: Snowflake
  • H2O Hydrogen Torch Starter Course: H2O.ai

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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