# \#feedback **URL:** https://community.deeplearning.ai/tag/feedback/3.md [Latest](https://community.deeplearning.ai/latest.md) · [Categories](https://community.deeplearning.ai/categories.md) · [Tags](https://community.deeplearning.ai/tags.md) --- ## [How do i transition into AI development?](https://community.deeplearning.ai/t/how-do-i-transition-into-ai-development/895444)
**Author:** [@Max\_Perkins](https://community.deeplearning.ai/u/Max_Perkins)\ **Replies:** 1\ **Last updated:** [October 3, 2026, 5:51am UTC](https://community.deeplearning.ai/t/how-do-i-transition-into-ai-development/895444 "2026-10-03T05:51:49Z")
Hello! I just joined deeplearningAI! I have no CS or STEM background. However, I have created a suite of internal tools for a small nonprofit I work for. They include a CRM, grant assistant, and social media manager. In… --- ## [Deep Gratitude for an Exceptional Learning Experience](https://community.deeplearning.ai/t/deep-gratitude-for-an-exceptional-learning-experience/894849)
**Author:** [@Keiko\_KOBAYASHI](https://community.deeplearning.ai/u/Keiko_KOBAYASHI)\ **Replies:** 9\ **Last updated:** [September 14, 2026, 10:10pm UTC](https://community.deeplearning.ai/t/deep-gratitude-for-an-exceptional-learning-experience/894849 "2026-09-14T22:10:45Z")
Hello everyone! DeepLearning.AI has provided me with an exceptional learning experience, and every course I have taken has been genuinely outstanding. It’s an honour to be part of such a thoughtful and inspiring learni… --- ## [Reproducibility request: can a compact agent message format beat concise text or JSON end to end?](https://community.deeplearning.ai/t/reproducibility-request-can-a-compact-agent-message-format-beat-concise-text-or-json-end-to-end/894742)
**Author:** [@Jaden\_Lee](https://community.deeplearning.ai/u/Jaden_Lee)\ **Replies:** 1\ **Last updated:** [September 8, 2026, 2:49pm UTC](https://community.deeplearning.ai/t/reproducibility-request-can-a-compact-agent-message-format-beat-concise-text-or-json-end-to-end/894742 "2026-09-08T14:49:22Z")
Hi, I’m Jaden, an independent maintainer testing a free/open-source agent communication experiment called Urusilla. The honest result so far is 0% demonstrated token saving for general communication between unfamiliar a… --- ## [Hi! A short intro from me](https://community.deeplearning.ai/t/hi-a-short-intro-from-me/318518)
**Author:** [@MarkusEicher](https://community.deeplearning.ai/u/MarkusEicher)\ **Replies:** 2\ **Last updated:** [August 28, 2026, 2:23am UTC](https://community.deeplearning.ai/t/hi-a-short-intro-from-me/318518 "2026-08-28T02:23:48Z")
Hello DeepLearning.AI community :wave: I’m Markus and I just want to say hi. Arrived today and I currently take the AI For Everyone course to improve my AI skills. I’m a healthcare Peer Workers and Software Developer. N… --- ## [I think AI has a trust problem that almost nobody talks about](https://community.deeplearning.ai/t/i-think-ai-has-a-trust-problem-that-almost-nobody-talks-about/894248)
**Author:** [@amna\_ajmal](https://community.deeplearning.ai/u/amna_ajmal)\ **Replies:** 7\ **Last updated:** [August 10, 2026, 4:10am UTC](https://community.deeplearning.ai/t/i-think-ai-has-a-trust-problem-that-almost-nobody-talks-about/894248 "2026-08-10T04:10:54Z")
People assume the hard part is getting a smarter model. It isn’t. The hard part is making sure the model is reading the right information in the first place. Ask an AI about a recent research paper, a niche topic, or … --- ## [Backend Engineer Seeking Guidance on Building a Career in ML](https://community.deeplearning.ai/t/backend-engineer-seeking-guidance-on-building-a-career-in-ml/893186)
**Author:** [@Nouman\_qureshi](https://community.deeplearning.ai/u/Nouman_qureshi)\ **Replies:** 2\ **Last updated:** [July 1, 2026, 11:36am UTC](https://community.deeplearning.ai/t/backend-engineer-seeking-guidance-on-building-a-career-in-ml/893186 "2026-07-01T11:36:21Z")
Hi everyone, I’m excited to join the DeepLearning.AI community. I have around 6 years of experience as a backend engineer, and I also completed my master’s research in deep neural networks. I’m now planning to strength… --- ## [2nd lesson completed](https://community.deeplearning.ai/t/2nd-lesson-completed/892969)
**Author:** [@Superfox\_fly](https://community.deeplearning.ai/u/Superfox_fly)\ **Replies:** 1\ **Last updated:** [June 19, 2026, 5:51pm UTC](https://community.deeplearning.ai/t/2nd-lesson-completed/892969 "2026-06-19T17:51:02Z")
Hey I just did the tic-tac-toe game = it was fun but boring - i did not really understand the code and there should been an exercise - to say modify it at different points - so u can learn how it works- eg. instead of u… --- ## [Agentic Design Patterns — open-source reference \[feedback welcome\]](https://community.deeplearning.ai/t/agentic-design-patterns-open-source-reference-feedback-welcome/892261)
**Author:** [@Gino\_Tesei1](https://community.deeplearning.ai/u/Gino_Tesei1)\ **Replies:** 1\ **Last updated:** [May 17, 2026, 4:40pm UTC](https://community.deeplearning.ai/t/agentic-design-patterns-open-source-reference-feedback-welcome/892261 "2026-05-17T16:40:09Z")
I’ve been building production LLM systems for a few years and kept hitting the same frustration: the conceptual literature (Ng, ReAct, ToT, Agentic RAG survey) is solid, but the gap between “here’s the pattern” and worki… --- ## [Course, education center Name suggestion please](https://community.deeplearning.ai/t/course-education-center-name-suggestion-please/891858)
**Author:** [@Murad\_Haqverdiyev](https://community.deeplearning.ai/u/Murad_Haqverdiyev)\ **Replies:** 1\ **Last updated:** [April 30, 2026, 4:41pm UTC](https://community.deeplearning.ai/t/course-education-center-name-suggestion-please/891858 "2026-04-30T16:41:05Z")
Hello everyone. İ want to open an education center which is about data analytics, it development, backend frontend everything will be include in the academy. I urgently need niche , unique names for the education center. … --- ## [When Your “Labels” Aren’t Really Labels: Dealing with Entity-Based NLP Datasets](https://community.deeplearning.ai/t/when-your-labels-aren-t-really-labels-dealing-with-entity-based-nlp-datasets/891806)
**Author:** [@Alvi](https://community.deeplearning.ai/u/Alvi)\ **Replies:** 0\ **Last updated:** [April 27, 2026, 9:46am UTC](https://community.deeplearning.ai/t/when-your-labels-aren-t-really-labels-dealing-with-entity-based-nlp-datasets/891806 "2026-04-27T09:46:17Z")
I’m working on an NLP news classification task, but my dataset is structured in an unusual way. Each article has multiple “topics” per row, but these topics are actually named entities, not true categories. For example: … --- ## [Seeking arXiv cs.CL endorsement, local LLM clinical NLP benchmark (Ollama, 5 models)](https://community.deeplearning.ai/t/seeking-arxiv-cs-cl-endorsement-local-llm-clinical-nlp-benchmark-ollama-5-models/891721)
**Author:** [@Sanjoy\_Pator](https://community.deeplearning.ai/u/Sanjoy_Pator)\ **Replies:** 0\ **Last updated:** [April 22, 2026, 12:11pm UTC](https://community.deeplearning.ai/t/seeking-arxiv-cs-cl-endorsement-local-llm-clinical-nlp-benchmark-ollama-5-models/891721 "2026-04-22T12:11:30Z")
Hey, I am an independent researcher looking for a cs.CL endorsement for my first arXiv paper. What I did: Ran 5 open-weight models locally via Ollama (Q4\_K\_M) on an L40S — Phi-3.5-mini, Mistral-7B, BioMistral-7B, Llama-… --- ## [Claude.md details missing](https://community.deeplearning.ai/t/claude-md-details-missing/891651)
**Author:** [@Dilip\_Chenani](https://community.deeplearning.ai/u/Dilip_Chenani)\ **Replies:** 0\ **Last updated:** [April 20, 2026, 2:59am UTC](https://community.deeplearning.ai/t/claude-md-details-missing/891651 "2026-04-20T02:59:09Z")
Course does not shows the instructions in claude.md file which should be crucial in SDD --- ## [AI best no-technician certifications for entering in an AI team](https://community.deeplearning.ai/t/ai-best-no-technician-certifications-for-entering-in-an-ai-team/890832)
**Author:** [@Maria\_Vittoria\_Agosta](https://community.deeplearning.ai/u/Maria_Vittoria_Agosta)\ **Replies:** 0\ **Last updated:** [March 25, 2026, 3:57pm UTC](https://community.deeplearning.ai/t/ai-best-no-technician-certifications-for-entering-in-an-ai-team/890832 "2026-03-25T15:57:52Z")
Hi there, I’m an IT product Manager of Engineering Software, new in AI word (just taken some courses in Coursera). I’ve registered in an Executive Academic Program in Berkley, known for being really practical and requir… --- ## [Membership and Payment Support](https://community.deeplearning.ai/t/membership-and-payment-support/886532)
**Author:** [@debraj\_d](https://community.deeplearning.ai/u/debraj_d)\ **Replies:** 8\ **Last updated:** [January 21, 2026, 10:37am UTC](https://community.deeplearning.ai/t/membership-and-payment-support/886532 "2026-01-21T10:37:31Z")
It seems the membership support organization is not working very well. I made my payment on 04-Jan-2026, but my membership status is still not updated to Pro. I created two support tickets using provided link in the he… --- ## [AI roadmap and some good resources to get started?](https://community.deeplearning.ai/t/ai-roadmap-and-some-good-resources-to-get-started/887224)
**Author:** [@lakshaygoel\_22](https://community.deeplearning.ai/u/lakshaygoel_22)\ **Replies:** 0\ **Last updated:** [January 16, 2026, 10:16am UTC](https://community.deeplearning.ai/t/ai-roadmap-and-some-good-resources-to-get-started/887224 "2026-01-16T10:16:38Z")
Could someone share a beginner-friendly roadmap and some good resources to get started? I want to learn things step-by-step and build strong fundamentals. Appreciate any help! --- ## [Access Denied Exception in Amazon Sagemaker](https://community.deeplearning.ai/t/access-denied-exception-in-amazon-sagemaker/739959)
**Author:** [@fatimaa.zaidi](https://community.deeplearning.ai/u/fatimaa.zaidi)\ **Replies:** 5\ **Last updated:** [January 12, 2026, 11:39am UTC](https://community.deeplearning.ai/t/access-denied-exception-in-amazon-sagemaker/739959 "2026-01-12T11:39:10Z")
Week #1 Amazon Lab Link: https://us-east-2.console.aws.amazon.com/datazone/home?region=us-east-2#/ Week#1 Lab#1 As soon as I type Amazon Sagemaker in the search bar, this error comes on the top and I cant move furthe… --- ## [Feedback about the difference between Pro and Free](https://community.deeplearning.ai/t/feedback-about-the-difference-between-pro-and-free/886555)
**Author:** [@matiaszulberti](https://community.deeplearning.ai/u/matiaszulberti)\ **Replies:** 3\ **Last updated:** [January 9, 2026, 8:29am UTC](https://community.deeplearning.ai/t/feedback-about-the-difference-between-pro-and-free/886555 "2026-01-09T08:29:48Z")
Hello community I am quite new, and I would like to lisent from you what is your real experience about using this platform in a PRO mode. I am so happy with Deeplearning, and I would like to pay the PRO plan, but I do n… --- ## [How do I bring structure to my learning about AI?](https://community.deeplearning.ai/t/how-do-i-bring-structure-to-my-learning-about-ai/886529)
**Author:** [@Alpha2](https://community.deeplearning.ai/u/Alpha2)\ **Replies:** 1\ **Last updated:** [January 8, 2026, 4:34am UTC](https://community.deeplearning.ai/t/how-do-i-bring-structure-to-my-learning-about-ai/886529 "2026-01-08T04:34:08Z")
I am a govt. employee based in Singapore and a tech enthusiast. I tried to take some data science courses, learn python, etc. but found pure coding challenging and hard to grasp. Instead, I discovered that I have quite a… --- ## [Limitation of EmbeddingBag and Manual pooling Classifier](https://community.deeplearning.ai/t/limitation-of-embeddingbag-and-manual-pooling-classifier/885678)
**Author:** [@Deepti\_Prasad](https://community.deeplearning.ai/u/Deepti_Prasad)\ **Replies:** 3\ **Last updated:** [January 5, 2026, 7:17am UTC](https://community.deeplearning.ai/t/limitation-of-embeddingbag-and-manual-pooling-classifier/885678 "2026-01-05T07:17:43Z")
Hi @ developer of this course Video Title and Ungraded Lab Title: Building a Simple Text Classifier in PyTorch I was going through the video and lab explanation of simple text classifier explaining embeddingbag and ma… --- ## [Candy AI Clone: Could DeepLearning Architectures Replicate Candy AI’s Memory and Dynamic Roleplay?](https://community.deeplearning.ai/t/candy-ai-clone-could-deeplearning-architectures-replicate-candy-ai-s-memory-and-dynamic-roleplay/849045)
**Author:** [@anmolkaushal](https://community.deeplearning.ai/u/anmolkaushal)\ **Replies:** 1\ **Last updated:** [December 23, 2025, 4:27pm UTC](https://community.deeplearning.ai/t/candy-ai-clone-could-deeplearning-architectures-replicate-candy-ai-s-memory-and-dynamic-roleplay/849045 "2025-12-23T16:27:42Z")
Hi Everyone, I’m Anmol Kaushal, an AI developer at Triple Minds. I’ve been fascinated by the conversation in the DeepLearning.AI community about how far large language models (LLMs) can go in replicating human-like conv… --- ## [Transfer Learning with MobileNet Grade Fails](https://community.deeplearning.ai/t/transfer-learning-with-mobilenet-grade-fails/877659)
**Author:** [@burcusecil](https://community.deeplearning.ai/u/burcusecil)\ **Replies:** 3\ **Last updated:** [December 21, 2025, 9:55am UTC](https://community.deeplearning.ai/t/transfer-learning-with-mobilenet-grade-fails/877659 "2025-12-21T09:55:14Z")
I keep getting this error message and I contacted Coursera Help Center and I don’t know what to do. Please help! I seem to pass al the tests in the assignment but keep getting this error message from the grading system. … --- ## [Issues with image pre-processing approach](https://community.deeplearning.ai/t/issues-with-image-pre-processing-approach/885193)
**Author:** [@lschettini](https://community.deeplearning.ai/u/lschettini)\ **Replies:** 2\ **Last updated:** [December 17, 2025, 10:40am UTC](https://community.deeplearning.ai/t/issues-with-image-pre-processing-approach/885193 "2025-12-17T10:40:50Z")
Hello, I have some questions and concerns about the image preprocessing approach used in Week 1’s lab. Regarding the normalization method: The lab uses ImageDataGenerator with samplewise normalization (centering and s… --- ## [Problems & Challenges at work solved using AI](https://community.deeplearning.ai/t/problems-challenges-at-work-solved-using-ai/879426)
**Author:** [@KarthigeyanS](https://community.deeplearning.ai/u/KarthigeyanS)\ **Replies:** 0\ **Last updated:** [September 16, 2025, 1:28am UTC](https://community.deeplearning.ai/t/problems-challenges-at-work-solved-using-ai/879426 "2025-09-16T01:28:12Z")
Hello All! :waving\_hand: I’m collecting stories about how AI is solving everyday problems and creating new opportunities at work. It’s not about big, complex systems—it’s about the small, high-impact wins that save time… --- ## [Could not create share link](https://community.deeplearning.ai/t/could-not-create-share-link/877938)
**Author:** [@manishdeeplearning](https://community.deeplearning.ai/u/manishdeeplearning)\ **Replies:** 2\ **Last updated:** [August 29, 2025, 12:09pm UTC](https://community.deeplearning.ai/t/could-not-create-share-link/877938 "2025-08-29T12:09:04Z")
/usr/local/lib/python3.9/site-packages/gradio\_client/documentation.py:105: UserWarning: Could not get documentation group for \: No known documentation group for module 'gradio.mix' warni… --- ## [Change of career](https://community.deeplearning.ai/t/change-of-career/710206)
**Author:** [@falexa](https://community.deeplearning.ai/u/falexa)\ **Replies:** 20\ **Last updated:** [August 14, 2025, 7:14pm UTC](https://community.deeplearning.ai/t/change-of-career/710206 "2025-08-14T19:14:21Z")
Hey all, I am at the moment 24, working as an IT Support Specialist in corporate but since high school I am passionated about AI, and would like to start a career in Machine Learning Engineering. My question is, I do no… --- ## [Can I Build an AI-Powered Interactive Chatbot for My Solar CRM?](https://community.deeplearning.ai/t/can-i-build-an-ai-powered-interactive-chatbot-for-my-solar-crm/858819)
**Author:** [@dahiya](https://community.deeplearning.ai/u/dahiya)\ **Replies:** 3\ **Last updated:** [July 27, 2025, 6:09am UTC](https://community.deeplearning.ai/t/can-i-build-an-ai-powered-interactive-chatbot-for-my-solar-crm/858819 "2025-07-27T06:09:34Z")
I’m working on a Solar CRM platform and would like to integrate an AI-powered interactive chatbot to assist all users (Dealer, Admin, Designing (Aurora), Project Team). Just fyi…I just started learning AI, Till now I wo… --- ## [Support with C4W1 assignment - NLP with attention models](https://community.deeplearning.ai/t/support-with-c4w1-assignment-nlp-with-attention-models/637933)
**Author:** [@Dario\_Torregrossa](https://community.deeplearning.ai/u/Dario_Torregrossa)\ **Replies:** 3\ **Last updated:** [June 19, 2025, 7:18pm UTC](https://community.deeplearning.ai/t/support-with-c4w1-assignment-nlp-with-attention-models/637933 "2025-06-19T19:18:04Z")
When creating a post, please add: Week # must be added in the tags option of the post. Link to the classroom item you are referring to: Description (include relevant info but please do not post solution code or your en… --- ## [Course of Mastering YOLO: Training and Deploying Object Detection Models](https://community.deeplearning.ai/t/course-of-mastering-yolo-training-and-deploying-object-detection-models/829161)
**Author:** [@pavelz](https://community.deeplearning.ai/u/pavelz)\ **Replies:** 1\ **Last updated:** [June 7, 2025, 11:34pm UTC](https://community.deeplearning.ai/t/course-of-mastering-yolo-training-and-deploying-object-detection-models/829161 "2025-06-07T23:34:38Z")
I’m very interested in learning more about YOLO (You Only Look Once) for object detection — especially how to train a model, evaluate it, and deploy it in practical applications. Do you offer (or plan to offer) a course… --- ## [Real Estate development, consultant/marketing to AI](https://community.deeplearning.ai/t/real-estate-development-consultant-marketing-to-ai/827452)
**Author:** [@lucious](https://community.deeplearning.ai/u/lucious)\ **Replies:** 1\ **Last updated:** [June 6, 2025, 8:33am UTC](https://community.deeplearning.ai/t/real-estate-development-consultant-marketing-to-ai/827452 "2025-06-06T08:33:39Z")
Hello everyone, I’m Lucas, current I am a Real Estate consultant, and I have discovered there is a lot of problems in the real estate industries. Where making housing and development difficult around the world and no jus… --- ## [Creating unique questions](https://community.deeplearning.ai/t/creating-unique-questions/795740)
**Author:** [@V1cE](https://community.deeplearning.ai/u/V1cE)\ **Replies:** 1\ **Last updated:** [May 20, 2025, 4:33pm UTC](https://community.deeplearning.ai/t/creating-unique-questions/795740 "2025-05-20T16:33:12Z")
Hi everyone. I am a new learner and i am taking ai for everyone course. Can you genereate me 5 unique questions and answers about this course? You can provide about every aspect of ai fundementals from this course. By th… [Next page](https://community.deeplearning.ai/tag/feedback/3.md?match_all_tags=true&page=1&tags%5B%5D=feedback)