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
Packt
Skills you'll gain: NumPy, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Visualization Software, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Data Analysis
Skills you'll gain: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Conversion Funnel Analysis, Looker (Software), Real Time Data, Digital Analysis, Data-Driven Marketing, Analytics, Data Analysis, Customer Insights, Business Reporting, Target Audience, Campaign Management, Dashboard Creation, Performance Analysis, Customer Retention
LearnKartS
Skills you'll gain: Program Management, Project Controls, Cost Management, Earned Value Management, Risk Analysis, Process Management, Risk Management, Program Implementation, Project Schedules, Project Closure, Project Management Institute (PMI) Methodology, Risk Management Framework, Cost Estimation, Business Risk Management, Procurement, Communication Planning, Financial Management, Contract Management, Scheduling, Quality Management
Skills you'll gain: Electronics, Electronic Components, Basic Electrical Systems, Electronic Hardware, Electronics Engineering, Electronic Systems, Hardware Design, Electrical Engineering, Semiconductors, Power Electronics, Laboratory Experience, Hardware Troubleshooting, Laboratory Equipment, Engineering Design Process, Electrical Equipment, Test Equipment, Display Devices
University of Michigan
Skills you'll gain: Relational Databases, Data Visualization, Data Store, Web Scraping, Database Management, Scatter Plots, Data Manipulation, SQL, JSON, Application Programming Interface (API), Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
Skills you'll gain: Wireless Networks, Virtualization and Virtual Machines, Network Administration, Virtual Machines, General Networking, Virtualization, Computing Platforms, Cloud Hosting, Network Troubleshooting, Network Support, Network Security, Cloud Computing, Security Controls, Computer Networking, Networking Hardware, Virtual Private Networks (VPN), Mobile Security, Telecommunications, Network Architecture, Local Area Networks
Google Cloud
Skills you'll gain: Load Balancing, Application Deployment, Cloud Management, Cloud Applications, Google Cloud Platform, Cloud Computing, Virtual Machines, Cloud Infrastructure, Web Servers, Servers, Network Model, Network Analysis
Johns Hopkins University
Skills you'll gain: Social Network Analysis, Social Media Analytics, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Social Sciences, Research, Data Collection, AI Personalization, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Extract, Transform, Load, Media and Communications, Scripting, Psychology
Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Java Programming, Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, Computer Programming Tools, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Performance Tuning, Other Programming Languages
Board Infinity
Skills you'll gain: VMware vSAN, vSphere Networking and Storage, vCenter Server, NSX-T Network Virtualization, Virtual Networking, vCenter Server Management, Google Cloud Platform, Cloud Computing, Virtualization and Virtual Machines, Cloud Computing Architecture, Cloud-Based Integration, Server Administration, Network Security
Johns Hopkins University
Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Devops Tools, Informatics, Automation, Science and Research, Data Analysis, R Programming
Indian Institute of Technology Guwahati
Skills you'll gain: User Experience, User Interface and User Experience (UI/UX) Design, User Interface (UI), Information Architecture, User Experience Design, Interaction Design, User Flows, Interactive Design, Persona (User Experience), Usability, User Interface (UI) Design, Wireframing, User Research, Persona Development, Solution Design, Ideation
In summary, here are 10 of our most popular applied machine learning courses
- Intro to NumPy: Packt
- Google Analytics Course: Track, Analyze & Grow: LearnKartS
- Program Management Process: LearnKartS
- The Art of Doing Electronics for Everyone: Packt
- Answering Interesting Questions with Data: University of Michigan
- Networking, Mobile Devices, Virtualization & Security: Packt
- Set Up Network and HTTP Load Balancers: Google Cloud
- Online Influence and Persuasion: Johns Hopkins University
- Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
- Learn about VMware Environments on GCP: Board Infinity
