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Learner Reviews & Feedback for AI-Powered Software and System Design by DeepLearning.AI

4.7
stars
74 ratings

About the Course

This final course in the skill certificate focuses on applying AI to high-level software engineering tasks. You'll work with LLMs to design and implement sophisticated software systems, optimize code using established design patterns, and create efficient databases from scratch. By the end of this course, you will be able to: - Use AI to suggest and implement software architectures based on natural language requirements - Build a configurable application that interacts with external APIs like DALL-E - Design and implement a complete database system for an e-commerce platform - Optimize database queries and analyze code for security risks with AI assistance - Refactor existing applications using Gang of Four design patterns, guided by AI insights These advanced skills will enable you to tackle complex software engineering projects with greater efficiency and creativity. You'll learn to leverage the power of AI to make informed design decisions, implement robust systems, and optimize code at scale. This course will prepare you to lead innovative software projects and adapt to the evolving landscape of AI-augmented software development....

Top reviews

MM

Oct 7, 2024

Short but informative course that gives insights how to collaborate with the LLMs in designing software and overall brainstorming

NL

Oct 7, 2024

interactive and practical, hard to solve even with ai that is the objective!!! :D

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1 - 17 of 17 Reviews for AI-Powered Software and System Design

By William F

Dec 9, 2024

Each course in the "Generative AI for Software Development" curriculum is well thought out, tested, paced well, and graded automatically. There will be many new concepts for someone who is new to computer science or python and software development, but that's what the LLM is there to help with! I gained a deeper appreciation for how to use / partner with an LLM, and throughout the 3 courses, I learned many new Python skills around documentation generation, unit testing, dependency management, and database manipulation. As an experienced software engineer, I found some of the lectures tedious and problems simple, but partnering with an LLM felt fresh and new and was critical to completing exercises in a timely manner (often with a one-shot response!), especially when I didn't know where to start or how to get unstuck. I must stress, that _I still learned a ton_, even though the LLM did some heavy lifting. For example, I knew about Python's `requirements.txt`, `pip install`, and `conda`. But I learned from the LLM some differences in how `pip` and `conda` manage dependencies that makes a smarter `conda` user today. I also learned from the course lectures about Python docstring formats and tools for HTML generation, among other subjects. This course starts with the prompt-engineering practice of assigning a role, being specific, providing examples, iterating on a solution, and maintaining a healthy amount of skepticism about the LLM's fallibility (usually because of how I prompted it), and throughout it provides a good palette of domains in which to practice all of this. **Once you get comfortable with how to talk to an LLM and become familiar with its strengths and weaknesses, using one feels a bit like "cheating" on a math test with a calculator—it's a game-changer for the scope of problems you can solve!** The LLM provides all kinds of great insights and know-how: it handles syntax adeptly, provides perfect algorithmic implementations, and handily recommends and employs libraries and techniques that would have just eaten up my time to discover, let alone put to use. I'm grateful for how Laurence Moroney and his team have distilled these skills into meaningful steps for all to learn and practice at their own pace.

By Christophe L

Oct 14, 2024

This course is a brilliant deep dive into how to collaborate with AI for software and system design. Laurence Moroney’s expertise and passion for AI make even complex topics feel approachable and highly relevant. The course emphasizes using AI, particularly large language models (LLMs), to guide software architecture design and apply advanced design patterns, improving both code quality and maintainability. One of the highlights was learning how to design software applications with AI insights and apply Gang of Four design patterns using LLMs. The hands-on labs were challenging but rewarding, pushing me to rethink traditional software design approaches and explore how AI can drive more efficient system design. Laurence’s approach ensures you leave with practical, real-world skills, like configuration-driven development and leveraging AI for code optimization. For anyone looking to elevate their software architecture design process and integrate AI into their development workflow, this course is a must. Highly recommended for developers seeking to boost their design capabilities with AI-driven insights!

By sudheer

Oct 20, 2024

I recently completed this course, and I found it to be an excellent resource for software engineers. The course effectively covers essential concepts of generative AI and its practical applications in software development. One of the highlights was learning prompt techniques to maximize the utility of large language models (LLMs). The hands-on exercises allowed me to practice pair-coding with LLMs, which significantly improved my coding efficiency. I highly recommend this course to software engineers looking to enhance their skills and stay competitive in the tech landscape. It provides a great blend of theory and practical application, equipping participants with valuable tools for daily development tasks.

By Mark M

Oct 9, 2024

Definitively a recommended course. I like that the specialization is rounded by looking on system Design Patterns. Unfortunately these are restricted to OO Patterns. Nowadays I would like to have seen a little bit about designing distributed system, which is more and more the very nature of modern software systems.

By Tanmay B

Nov 16, 2024

Finally, after all these years, the typical object oriented programming patterns coursework in college was taught by Laurence in a way that i understood and was a lot more fun than i thought it would be when i started learning this course. Thanks much!

By Svyatoslav N

Oct 1, 2024

course exceeded all of my expectations! From start to finish, it provided a perfect blend of theoretical concepts and hands-on practical applications.

By Maksims M

Oct 8, 2024

Short but informative course that gives insights how to collaborate with the LLMs in designing software and overall brainstorming

By Nicolás L

Oct 8, 2024

interactive and practical, hard to solve even with ai that is the objective!!! :D

By Dennis L

Oct 8, 2024

Unclear lab instructions

By Sixto G

Dec 4, 2024

An excellent course.

By Σωτήρης Γ

Oct 9, 2024

Very insightful course that I would definitely recommend to everyone. This specialization highlights effective ways to utilize LLMs and enhance the quality of coding. It demonstrates how LLMs are useful tools and that they could by no means replace a software developer but augment human creativity. Laurence Moroney is an exceptional instructor who made the course a very educational and exciting journey to the world of software development empowered by LLMs.

By Pierre C

Oct 1, 2024

Master IA & Big Data avec une experience en IA générative sur des LLM, ce cours est très basique et ne vous sera utile que vous revoir des bases, il peut valoir la penne pour la partie CDD si vous n'êtes pas à l'aise avec la création de projet sur comment faut il le pensé côté client.

By Daniel S

Oct 24, 2024

This course gave me valuable insights into the daily tasks of a developer and showed me how LLMs can be invaluable as pair programmers and consultants. Laurence's lessons were particularly inspiring and sparked many ideas.

By Alfonso G M

Oct 19, 2024

The contents themselves are great and well explained. Lawrence is an awesome instructor. This course is way too easy for experienced developers who have already been using LLMs in their day-to-day tasks.

By Anirban S

Nov 3, 2024

This journey into leveraging LLMs for software development has been eye-opening, equipping me with strategies to enhance workflow, boost productivity, and build robust, quality-focused software.

By Paolo M

Oct 6, 2024

Great course! I'm a bit unsatisfied for the grading assignments that are somewhat obscure: I spent more time in understanding what was requested to do than in doing it.

By Viraj K

Oct 13, 2024

Rest of the course was good. But the Fix social network database task was ridiculous. No clear instructions. Wasted lot of time just trying to figure out what is to be done.