*Prince Charming Posted July 26, 2023 Report Share Posted July 26, 2023 4 hours ago, dasari4kntr said: will ping you...once i come across about it anywhere.. Sure Quote Link to comment Share on other sites More sharing options...
TOM_BHAYYA Posted July 29, 2023 Report Share Posted July 29, 2023 AI learning materials plz Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted July 30, 2023 Author Report Share Posted July 30, 2023 8 hours ago, TOM_BHAYYA said: AI learning materials plz Check page 23 to 27.... I will update more on this topic once I am back...from trip.. Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 9, 2023 Author Report Share Posted August 9, 2023 Quote Link to comment Share on other sites More sharing options...
Spartan Posted August 9, 2023 Report Share Posted August 9, 2023 On 7/29/2023 at 12:23 PM, TOM_BHAYYA said: AI learning materials plz @TOM_BHAYYA https://pair.withgoogle.com/guidebook/ 1 Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 9, 2023 Author Report Share Posted August 9, 2023 Linear Regression clearly Explained!🚀 Linear Regression models relationship between a dependant variable (y) & two or more independent variables (x1, x2 ...) ❗️For the sake of simplicity we discuss linear regression with a single independent variable. Mathematical Representation: y=mx+c where: - y is the dependent variable - x is the independent variable - m is the slope of the line - c is the y intercept Cost Function: ❗️The goal is to find the best values for m and c that minimize the error between the predicted values & the actual values for all data points. This is how the cost function looks, a mean squared error: MSE= 1/N∑(yi−(m*xi+c))**2 Where: - N is the number of data points. - yi is the actual value for the ith data point. - mxi+c is the predicted value for the ith data point. How it works (Optimisation)❓ To minimize the MSE, we can use gradient descent. The basic idea is to: - Start with some initial value of m & c - Compute the gradient of the MSE w.r.t. both m & c. - Update m & c in the direction of the negative gradient. Implementation from Scratch: Now that we understand how things work it's fairly simple to implement linear regression in Python! Check this out👇 That's a wrap, If you interested in: - Python 🐍 - Machine Learning 🤖 - Maths for ML 🧮 - MLOps 🛠 - CV/NLP 🗣 - LLMs 🧠 Find me → @akshay_pachaar ✔️ Everyday, I share tutorials on above topics! Cheers!🥂 Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 10, 2023 Author Report Share Posted August 10, 2023 https://hal.science/hal-03038776/document https://github.com/AzatAI/cs_books/blob/master/Machine Learning with Python Cookbook (en).pdf https://github.com/hejibo/Python-for-social-scientists/blob/master/Chapter 17. Social Network Analysis/Python for Graph and Network Analysis.pdf https://handoutset.com/wp-content/uploads/2022/05/Statistics-and-data-with-R-an-applied-approach-through-examples-Yosef-Cohen-Jeremiah-Y-Cohen.pdf https://cran.r-project.org/doc/contrib/Shipunov-visual_statistics.pdf https://github.com/fadcrep/the-best-artificial-intelligence-books/blob/master/books/Artificial Intelligence with Python.pdf Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 19, 2023 Author Report Share Posted August 19, 2023 may be this preparation could help little bit in interviews. https://www.instagram.com/reel/CtYodd1rn2V/?utm_source=ig_web_copy_link 1 Quote Link to comment Share on other sites More sharing options...
PappuPakitmar Posted August 22, 2023 Report Share Posted August 22, 2023 QA testing Quote Link to comment Share on other sites More sharing options...
csrcsr Posted August 26, 2023 Report Share Posted August 26, 2023 Excellent blog to tune your mindset for system design interview for long term prep if you have time, at least it gives a path https://www.designgurus.io/blog/Mastering-the-System-Design-Interview-Complete-Guide?gclid=CjwKCAjwxaanBhBQEiwA84TVXEvFDHdbNMlP9tCCO0CI3A1RDofM54C6FFKTP9FSc42aNSRcokLmzhoCy0AQAvD_BwE 1 1 Quote Link to comment Share on other sites More sharing options...
enigmatic Posted August 28, 2023 Report Share Posted August 28, 2023 the courses in design gurus i think are also part of educative.io Quote Link to comment Share on other sites More sharing options...
csrcsr Posted August 28, 2023 Report Share Posted August 28, 2023 Just now, enigmatic said: the same courses i think are also part of educative.io. Yaa grokking famous bro epadi nincho undi but most of the system design subjective kada there is no correct or wrong straight answer , it's how we will make the two sentences answer to 45 minutes matters adiki connect avali aa points baga rasaru like how to layout your discussion Quote Link to comment Share on other sites More sharing options...
enigmatic Posted August 28, 2023 Report Share Posted August 28, 2023 any resource for preparing for behavioral or amazon leadership type interviews? TIA Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 29, 2023 Author Report Share Posted August 29, 2023 Quote Link to comment Share on other sites More sharing options...
dasari4kntr Posted August 29, 2023 Author Report Share Posted August 29, 2023 Best FREE Online Cyber Security Courses with Certifications: 💥Google Cybersecurity Professional Certificate https://coursera.org/google-certificates/cybersecurity-certificate 💥Introduction to Cybersecurity (Udacity) https://udacity.com/course/intro-to-cybersecurity-nanodegree--nd545 💥Introduction to Cyber Security (Skillup) https://simplilearn.com/learn-cyber-security-basics-skillup 💥Security Engineer (Udacity) https://udacity.com/course/security-engineer-nanodegree--nd698 💥Introduction to Cyber Security https://mygreatlearning.com/academy/learn-for-free/courses/introduction-to-cyber-security 💥Cybersecurity for Everyone (Coursera) https://coursera.org/learn/cybersecurity-for-everyone 💥Introduction to Cyber Security Specialization (Coursera) https://coursera.org/specializations/intro-cyber-security 💥Cybersecurity: Developing a Program for Your Business Specialization (Coursera) https://coursera.org/specializations/cybersecurity-developing-program-for-business 💥Cybersecurity for Everyone https://coursera.org/learn/cybersecurity-for-everyone 💥Introduction to Cybersecurity https://edx.org/course/introduction-to-cybersecurity 💥Cloud Security Basics https://coursera.org/learn/cloud-security-basics Follow @Kanojiyaaakash1 for such free resources. Quote Link to comment Share on other sites More sharing options...
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