siddanagouda

EIS Product Engineer

[siddanagouda @siddubirad]

@VSOMANNA_BJP, Dear sir,now a days Vijaynagar and nearby area is turning in to Hub for UPSC& State compitative exam preparation. please start new government study center and hostel with affordable price. It can benifit thousands of aspirant.

[ₕₐₘₚₜₒₙ @hamptonism]

doctors: you only have 26 hours left to live,

me:

[ₕₐₘₚₜₒₙ @hamptonism]

doctors: you only have 28 hours left to live,

me:

[Dan Kornas @DanKornas]

UC Berkeley offers two free courses on LLM agents, one at the foundational level and one at the advanced level, taught by leading researchers and practitioners from DeepMind, Meta, and top universities.

Together, they cover essentially everything you need to understand and build agents, drawing from some of the best resources available today.

[Swapna Kumar Panda @swapnakpanda]

"Mathematics for Machine Learning using Python"

This 435 pages book from Mississippi State University talks thoroughly about the Mathematics behind ML.

Do you wanna have a copy of it? Comment below.

[Swapna Kumar Panda @swapnakpanda]

Best skills to have in 2026: AI & ML

If I have to pick ONLY THREE Courses to learn these from scratch,

❯ CS229 - ML
❯ CS230 - DL
❯ CS336 - LLM

These courses could easily cost $20K individually. But Stanford has made them available for FREE on YouTube:

[Tech with Mak @techNmak]

These are literally the kind of LLM interview questions most candidates wish they had seen earlier.

A curated list of LLM interview questions - shared by Hao Hoang

Want this doc?

Follow @techNmak and comment “LLM” - I’ll send it over.

[Andrew Ng @AndrewYNg]

New course: Nvidia's NeMo Agent Toolkit: Making Agents Reliable, taught by @Pr_Brian from @NVIDIA.

Many teams struggle to turn agent demos into reliable systems that are ready for production. This short course teaches you to harden agentic workflows into reliable systems using Nvidia's open-source NeMo Agent Toolkit (NAT). Whether you built your agent in raw Python or using a framework like LangGraph, or CrewAI, NAT provides building blocks for observability, evaluation, and deployment that turn proofs-of-concept into production-ready systems.

NAT makes it easy to troubleshoot and optimize agent performance with execution traces, systematic evaluations, and CI/CD integration.

Skills you'll gain:
- Build configuration-driven agent workflows with REST APIs and minimal code
- Add observability with tracing to visualize agent reasoning and debug performance bottlenecks
- Create systematic evaluations using gold-standard datasets to measure and improve agent reliability
- Deploy multi-agent systems with authentication, rate limiting, and professional web interfaces
- Orchestrate agents from different frameworks to collaborate on complex tasks

Join and learn how to turn agent demos into reliable systems!
https://t.co/9rBcBteq4b

[siddanagouda @siddubirad]

@swapnakpanda Hi send me notes

[Swapna Kumar Panda @swapnakpanda]

When it comes to AI & ML,

These 10 channels will teach you more than any degrees.

1. Andrej Karpathy
https://t.co/zERhSHExtR

2. sentdex
https://t.co/yuQEYdy0tn

3. Sebastian Raschka
https://t.co/ZFL0omfoFa

4. Jeremy Howard
https://t.co/4yNWhmjrK1

5. MIT OpenCourseWare
https://t.co/NA6WstRUe0

6. Stanford Online
https://t.co/4GWPFbE8TU

7. StatQuest with Josh Starmer
https://t.co/ss5szaDGi6

8. 3Blue1Brown
https://t.co/2UxZFKmH5t

9. Krish Naik
https://t.co/wiGkeAjMH1

10. CampusX
https://t.co/pK9hutLEyg

[siddanagouda @siddubirad]

@Ai_Vaidehi Send

[Vaidehi @Ai_Vaidehi]

Data Scientist toolbox :

Give Away Alert!!

1. Artificial Intelligence
2. Machine Learning
3. Cloud Computing
5. Data Analytics
6. AWS Certified
7. Data Science
8. BIG DATA
9. Python
10 MBA

For 24 Hours only!

To get it:
1. Like, Retweet and Follow
2. Reply "Send"

[Saad El Soussi @sesthegreat_]

If you don't have The 48 Laws of Winning Every Trade™

like and comment “48” and I’ll send the link to you.

[economics_for_upsc @Economics_Upsc]

Are we heading for another Great Depression?!!

Wonderful article by Gita Gopinath on the potential market crash in US and its possible impact on Global economy! Remember, the Great Depression of 1929 (almost a century ago) also began with a US stock market crash!!

(The Economist, October 18th, 2025)

1. THE AMERICAN Stock market has see-sawed lately amid a flare-up in trade tensions, but remains near its all-time high. The surge, fuelled by enthusiasm around artificial intelligence, similar to the one befote dotcom crash of 2000s.

2. Though technological innovation is reshaping industries and increasing productity, investors have good reasons to worry that the current rally may be setting the stage for another painful market correction. The consequences of such a crash, however, could be far more severe and global in scope than those felt a quarter of a century ago.

3. At the heart of this concern is the sheer scale of exposure, both domestic and international, to American equities. American households have significantly increased their holdings in the stock market. Foreign investors, particularly from Europe, have for the same reasons poured capital into American stocks. 

4. Market correction of the same magnitude as the dotcom crash could wipe out roughly 70% of American GDP in 2024.  A shock of this magnitude could cut consumption by 3.5 percentage points.

5. Foreign investors could face wealth losses exceeding $15trn, or about 20% of the rest of the world's GDP. 

6. Historically, the rest of the world has found some cushion in the dollar's tendency to rise during crises.

7. However, this time, the dollar has instead fallen against most major currencies. Although this does not mark the end of the dollar's dominance, it does reflect growing unease among foreign investors about the currency's trajectory.

8. With government debt levels at record highs the ability to use fiscal stimulus, would be limited.

9 Further tit-for-tat tariffs between America and China would damage not just their bilateral trade but global trade too.

10. A market crash today would be much more devastating for global economy due to structural vulnerabilities and macroeconomic context.

(Trivia- Ms Gita Gopinath is former Chief Economist and First DMD of IMF. She is an alumnus of Delhi School of Economics, and married to a former IAS officer, who is also an alumnus of Delhi School of Economics and topped UPSC CSE in 1995-96 and is also a renowned Economist now working with J -PAL alongwith Nobel Laureate Dr Abhijit Banerjee).

#UPSC #UPSCPrelims2026
#upsceconomics

[Dhairya Karekar @dkare1009]

"Introduction to Machine Learning Systems"

- FREE from MIT Press
- Authored by Harvard Professor
- 2048 Pages

To Get It Simply:

1. Retweet & Reply "ML"
2. Follow so that I will DM you.

[siddanagouda @siddubirad]

@dkare1009 ML

[siddanagouda @siddubirad]

@OfficialSBICare Hi I understand the issue.on behalf of my father I raised the request just inform the concerned team to speed up the process. If you need any info please contact my father only I shared his number through DM

[siddanagouda @siddubirad]

Dear @TheOfficialSBI my father and me having salary account in your Talikoti branch. We are facing some measure issues could you please check your DM and respond quickly.?

[siddanagouda @siddubirad]

Dear @OfficialSBICare my father and me having salary account in your Talikoti branch. We are facing some measure issues could you please check your DM and respond quickly.?

[Percy Liang @percyliang]

How are OpenAI, Scale, NVIDIA, Softbank, Disney, Google, AMD, Coreweave dependent on each other? Our new AI supply chains tracks and visualizes the relationships between companies as they evolve using SEC filings and news. Explore and see if you notice any patterns or surprises!

[siddanagouda @siddubirad]

@OfficialSBICare @OfficialSBICare any update,? check your DM

[siddanagouda @siddubirad]

Dear @OfficialSBICare , @TheOfficialSBI , My father maintains his pension account with your Talikoti branch. For the past six months, he has not received his revised pension. When we checked with the Treasury and the Talikoti branch, we were informed that the matter is pending

[siddanagouda @siddubirad]

at CPPC SBI Bangalore. Kindly process this request at the earliest. All confidential details have been shared via direct message for your reference, all his colleagues revised salary 6months ago only if you need any info please let me know.