Topic:AI
Answer:
AI speeds up writing SQL queries, initial data analysis, anomaly detection, and report drafts. Conclusions and experiment design stay with the analyst. The Product Analytics course from Mate academy puts a separate focus on AI.
For a product analyst, AI is a tool for speeding up routine work. It helps write or optimize a SQL query faster, describe a dataset, spot anomalies in metrics, and prepare a draft report for the team. Some analysts build their own AI agents: for example, Vlad Kutuzov, co-author of the Product Analytics course from Mate academy, built an agent that saved his team $30K a month. At the same time, AI can make mistakes in a query or confuse correlation with causation, so checking the results and owning the decisions remain the human's job. Using AI for data analysis is a separate focus of the course.
What we teach

3+ months
Dive into product data, calculate metrics, and turn numbers into decisions that help the product grow

3+ months
Dig into data to uncover trends and hidden insights, and help businesses make smarter decisions.

4+ months
Turns apps and websites into visually stunning, user-friendly experiences that make people say, 'Wow, this just works!

3+ months
Hunts down software bugs before they cause trouble, ensuring every user enjoys a flawless and enjoyable experience.

3+ months
Brings brands to life with creative marketing campaigns and engaging content that drive online growth.

3+ months
Analyzes project requirements, coordinates teams, and optimizes resources to ensure successful project delivery, meeting deadlines, and achieving goals.

4+ months
Writes powerful Python code to build apps and automate boring tasks, helping users do a lot more in less time.

5+ months
Builds the visible part of websites and apps, ensuring every click and scroll feels smooth and visually impressive.

5+ months
Develops both the front and back end of web apps, creating a smooth and high-quality experience that users love.

4+ months
Improves teamwork between development and operations teams by using tools that speed up software delivery.

4+ months
Creates rock-solid Java applications that deliver reliable, high-performance solutions across a variety of industries.

3+ months
Find insights, generate campaign ideas, and turn them into finished creatives with AI

4+ months
Matches talented people with ideal roles, guiding them through hiring to land positions they love and thrive in.

3+ months
Analyzes the audience, launches advertising campaigns, and optimizes traffic to increase brand awareness and drive sales.

3+ months
Source and hire engineers for defense technologies, work with niche stacks, and do truly important work

3+ months
Tests the hardware, firmware and software of drones and onboard systems, finds defects before they show up in the field, writes test documentation, and verifies that the product works reliably in combat conditions

3+ months
Create automated tests to quickly detect bugs and verify the quality of software.

2+ months
Learn to apply AI tools in testing

3+ months
Identify business needs, analyze key challenges, and turn them into clear requirements and well-structured solutions.

2+ months
Level up Claude Code to a production-grade agent: a verification loop, security, and custom tooling for your team's tasks

3+ months
Create visual solutions for brands — from logos and identity to print and digital materials

2+ months
Develop your project management skills and learn what it takes to work as a Project Manager in MilTech
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