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
Logical Operations
Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Python Programming, Scripting, Scripting Languages, Software Development
Skills you'll gain: Application Design, User Interface (UI) Design, Graphical Tools, Python Programming, Computer Graphics
Skills you'll gain: Virtual Machines, Virtualization, Containerization, Virtual Networking, Docker (Software), Linux, Cloud Deployment, Infrastructure as Code (IaC)
Skills you'll gain: Data Mining, Logistic Regression, Model Evaluation
Skills you'll gain: Database Design, SQL, Data Management, Databases, Query Languages, Relational Databases, Data Manipulation, Data Analysis
Skills you'll gain: Responsible AI, Loan Origination, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, Financial Services, Business Process Automation
Macquarie University
Skills you'll gain: Value Propositions, Market Research, Entrepreneurship, User Research, Customer Insights, New Product Development, Competitive Analysis, Data-Driven Decision-Making, Fundraising and Crowdsourcing, Presentations, Business Modeling, Innovation, Business Development, Strategic Partnership, Professional Networking
Skills you'll gain: Full-Stack Web Development, Flask (Web Framework), Web Applications, Real Time Data, Web Development, Restful API, Application Development, Application Programming Interface (API), Back-End Web Development, Python Programming
LearnQuest
Skills you'll gain: Exploratory Data Analysis, Teradata SQL, JSON, Data Integration, Advanced Analytics, Data Cleansing, Text Mining, Data Quality, Data Analysis, Statistical Analysis, Application Programming Interface (API), Database Management, Natural Language Processing
Skills you'll gain: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Javascript, Development Environment, UI Components, User Interface (UI), Animations
Skills you'll gain: AI Workflows, Salesforce, AI Security, Responsible AI, Data Ethics, AI Enablement, Customer Relationship Management, Generative AI, Predictive Modeling, Data Security, Data Modeling, Large Language Modeling
Google Cloud
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), CI/CD, Tensorflow, Apache Airflow, Data Pipelines, Model Deployment, AI Orchestration, AI Workflows, Metadata Management, PyTorch (Machine Learning Library), Model Evaluation, Containerization, Scalability
In summary, here are 10 of our most popular applied machine learning courses
- Intro to Python: Conditionals, Loops, and Functions:Â Logical Operations
- PyQt Training Intermediate Level:Â EDUCBA
- Linux Foundation Certified System Administrator (LFCS): Unit 7:Â Pearson
- Survey of Data Science:Â Packt
- SQL for Any IT Professional: Unit 3:Â Pearson
- GenAI for Loan Officers: Revolutionizing Credit Scoring:Â Coursera
- Validate New Ideas for Startups:Â Macquarie University
- Skill Up with Python: Web Development Recipes:Â Pearson
- Teradata: Building Analytics Systems:Â LearnQuest
- Web Development Fundamentals:Â Packt
