diff --git a/_members/y26/parambrata.md b/_members/y26/parambrata.md index 9a820fcb1d7b..b811cb7492e1 100644 --- a/_members/y26/parambrata.md +++ b/_members/y26/parambrata.md @@ -8,14 +8,15 @@ layout: single Parambrata Sinha -*Core Member, DSG IIT Roorkee* +_Core Member, DSG IIT Roorkee_ ## About Me Hello, I'm Parambrata Sinha, a second year student exploring Deep learning. -## Education -- **B.Tech**, Chemical Engineering, IIT Roorkee (2026–2029) +## Education + +- **B.Tech**, Chemical Engineering, IIT Roorkee (2026–2029) ## Contact & Links diff --git a/_pages/about.md b/_pages/about.md index 2dc8adcdd5e1..e7a12cbfd9c8 100644 --- a/_pages/about.md +++ b/_pages/about.md @@ -104,8 +104,8 @@ layout: splash Abhivansh Gupta

Abhivansh Gupta

-
- Abhinav Kumar + Abhinav Kumar

Abhinav Kumar

@@ -233,9 +233,15 @@ layout: splash Vedansh Sethi

Vedansh Sethi

+ +
+ Chayan Aggarwal +

Chayan Aggarwal

+
+ - +
diff --git a/_pages/resources.md b/_pages/resources.md index 4bc8b1f7c597..517ac82c6705 100644 --- a/_pages/resources.md +++ b/_pages/resources.md @@ -6,41 +6,38 @@ layout: single Hello everyone. Whether you’re part of the team or just curious to learn, here is your one-stop space for all things ML and DL -## Mathematical Foundation -Before delving into Machine Learning and Deep Learning, it's crucial to solidify the mathematical foundations upon which these fields are built. Mathematics is the backbone of ML and DL algorithms, and a strong grasp of key concepts like probability, statistics, linear algebra, and optimization is essential. This section equips you with those foundational skills. +## Resources -### Resources -[Prob-Stats 1](https://hackmd.io/@eMS9nZq5Tk6-gP09chWyqQ/H1TZcit6a) : Begin with the basics of probability and statistics, which will help you understand data distribution, uncertainty, and decision-making processes—key elements in building ML models. +[Git & Bash](https://hackmd.io/@1hF6KBx_RzSqdNlwAfCfIg/HJ7Ny8XDZl) : Version control with Git and everyday shell scripting in Bash. -[Prob-Stats 2](https://hackmd.io/@ZXxKhF68QyCRN3u4US17ZQ/ryAOaL_0a) : This further explores probability and statistics, diving deeper into advanced topics that are critical in more complex ML models, such as Bayesian inference and hypothesis testing. +[PS-0](https://hackmd.io/@5IJBw6RCTNS9fjyOKOTwkQ/S1Y03HiDbe) : Introduction to probability and statistics. -[Linear Algebra and Optimisation](https://hackmd.io/CRuXzA0XRFy5I2Yh51dODg?view) : Linear algebra forms the foundation for many ML algorithms, particularly in deep learning where operations on high-dimensional data are frequent. Optimization is the process of improving these models, and understanding both is indispensable for tackling real-world ML problems. +[PS-1](https://hackmd.io/@VBkCDDuLSdC5UjoRWvYtiA/rJiSIg7dWe) : Advanced probability and statistics. -### Assignments -[Prob-Stats 1](https://hackmd.io/Id8UgDukSImYiMI3tDKPkQ?view) +[LA-0](https://hackmd.io/@1hF6KBx_RzSqdNlwAfCfIg/H1wXrstt-e) : Introduction to linear algebra. -[Prob-Stats 2](https://drive.google.com/file/d/1pZ4H1ZvW_c12bXdQzIadp-s7HW9BI7OF/view?usp=drive_link) +[LA-1](https://hackmd.io/@1hF6KBx_RzSqdNlwAfCfIg/H1wXrstt-e) : Advanced linear algebra and optimisation. -[Linear Algebra and Optimisation](https://drive.google.com/file/d/1wYamT_XjATDna4iI9bgSFfliuf4kwZ9U/view?usp=sharing) +[ML-0](https://hackmd.io/@YUkJ6r5iRT26UFHW-FBOeQ/SkBLlgyoZg) : Machine learning fundamentals. -## Machine Learning -After you are over with all the math resources and assignments, with the mathematical foundations firmly in place, we urge you to move on to the core subject of our journey: Machine Learning. It’s essential to understand both the theory and application of ML algorithms to build systems that solve complex problems. +[ML-1](https://hackmd.io/@hp9_6wFGQ3aUMWP8JxTiRw/ByeN7pR_sWx) : Core machine learning algorithms. -### Resources -[ML-0](https://hackmd.io/@aakashks/B1iicQnlA) +[ML-2](https://hackmd.io/@cerussite0/Bkm8Ny72be) : Advanced machine learning topics. -[ML-1](https://hackmd.io/@tisanant/ry5AjOxX0) +[DL-0](https://hackmd.io/@friscoid/rJEjCcz6We) : Introduction to deep learning and neural networks. -### Assignments -[ML-0](https://hackmd.io/@aakashks/BJvKgy2zC) +[DL-2](https://hackmd.io/@friscoid/rkX1YXckfx) : Advanced deep learning topics. -For ML-1, we will hold a hackathon later this year in place of the assignment. Until then, happy learning! +## Assignments -## Deep Learning -Moving on to Deep Learning, a subset of machine learning that focuses on models known as neural networks. This section will deepen your understanding of the cutting-edge techniques driving today’s AI breakthroughs. +[Git & Bash](https://hackmd.io/@1hF6KBx_RzSqdNlwAfCfIg/HJ7Ny8XDZl) : Practice tasks on Git and Bash. -[Resources](https://hackmd.io/@bo1tKdKHTzWAvzZH0oC_SA/SJL_JDjQ0) +[PS-0](https://hackmd.io/@5IJBw6RCTNS9fjyOKOTwkQ/S19kxzGOZg) : Problems on introductory probability and statistics. -[Assignment](https://hackmd.io/@0xpegasus/ryXpSJ8E0) +[PS-1](https://hackmd.io/@VBkCDDuLSdC5UjoRWvYtiA/SkROiRudWg) : Problems on advanced probability and statistics. -With these resources and assignments, you’re well on your journey to discovering and understanding AI/ML. This will serve as the last assignment for now, we hope you had a good experience learning from these resources and assignments! +[LA](https://hackmd.io/qp8fYyZgRcaD7yoEygl7xw) : Problems on linear algebra and optimisation. + +[ML](https://hackmd.io/@laabhanvi/B1baM8kaZg) : Hands-on machine learning assignment. + +[DL](https://hackmd.io/@friscoid/H1yTjNn-fx) : Hands-on deep learning assignment.