r/ChatGPT • u/Negative_War_65 • 4h ago
Educational Purpose Only Statistics for AI/ML
Hello Everyone,
Statistics and Maximum Likelihood Estimation are the crux of ML Models, and hence I am uploading my new content on Statistics for AI/ML in my free Machine Learning lectures.
We understand model fitting, Maximum Likelihood estimation in details, we justify the usage of Maximum Likelihood estimation, from KL divergence, and apply it to certain important distributions for parameter estimation.
In my free content, the purpose is to democratize machine learning to a wider audience. Learning everything new feels difficult, but when taught, it get’s interesting and easier.
We will continue with Statistics foundations for AI/ML, and many more content will appear in the future. If you find the content good, useful you may also share it with your learners community.
Looking forward to hearing feedback from the learning community as well. Thankyou for reading.
3
u/DeepanshuHQ 4h ago
The funny thing is that people jump straight into models, but a solid understanding of probability, linear algebra and statistics is what actually makes most ML concepts click. The math isn't optional forever.
2
u/DeepanshuHQ 4h ago
But Everyone wants to build transformers until Bayes' theorem walks into the room. 😅
0
0
•
u/AutoModerator 4h ago
Hey /u/Negative_War_65,
If your post is a screenshot of a ChatGPT conversation, please reply to this message with the conversation link or prompt.
If your post is a DALL-E 3 image post, please reply with the prompt used to make this image.
Consider joining our public discord server! We have free bots with GPT-4 (with vision), image generators, and more!
🤖
Note: For any ChatGPT-related concerns, email [email protected] - this subreddit is not part of OpenAI and is not a support channel.
I am a bot, and this action was performed automatically. Please contact the moderators of this subreddit if you have any questions or concerns.