Juhee Prasad

[Zee News @ZeeNews]

वोटिंग परसेंट बढ़ा तो खून बहाया ?

देखिए देशहित 7:55 बजे @AnjeetLive के साथ

#Deshhit

[DataHubHouse @datahubhouse]

DataOS: Unified DataOps and the Data Developer Platform Architecture

Data is no longer just storage—it’s a product.

In this video, we break down how modern enterprises are moving from messy, monolithic data systems to powerful Unified DataOps platforms.

Discover:
✅ Data Mesh vs Data Fabric vs Data OS (explained simply)
✅ How platforms like Microsoft Fabric are changing the game
✅ Why self-serve data infrastructure is the future
✅ The role of orchestration tools like Airflow
If you're building data platforms, working in AI/ML, or scaling analytics—this video will change how you think about data.

💡 The future of data is decentralized, product-driven, and developer-first.

#DataOps #DataEngineering #DataMesh #DataFabric #MicrosoftFabric #BigData #AI #DataArchitecture #ApacheAirflow #ModernDataStack

https://t.co/bg6PzL7tcp via @YouTube

[DataHubHouse @datahubhouse]

🚀 Big leap for efficient AI!

Microsoft's **bitnet.cpp** brings blazing-fast, lossless inference for 1.58-bit (BitNet b1.58) LLMs straight to CPUs — up to 6.17× speedup & 82% less energy! Even runs 100B-parameter models locally at 5-7 tokens/sec. Game-changer for edge & local AI.

https://t.co/45LIrNVxqn

#BitNet #LLM #AI #OpenSource #EdgeAI @Microsoft

[DataHubHouse @datahubhouse]

Some numbers that I loved when reading the 2026 economic survey of India.

India's share of global services trade:
2005: 2%
2024: 4.3%

India's share of global merchandise exports:
1% in 2005.
1.8% in 2024.

India now has more than 12,00,00,000 unique investors. 25% of them are women.

India's high speed corridors:
2013-14: 550 km.
2025-26: 5,364 km.

Airports:
2014: 74
2025: 164

Multi dimensional poverty:
2005-06: 55.3%
2022-23: 11.28%

India’s total exports reached a record $825.3 billion in 2024-25. Soon it would be a one trillion mark!

The Government of India’s capital expenditure:
2017-18: ₹2,63,000 crore
2025-26 (est): ₹15,48,000 crore.

Power AT&C losses:
2013-14: 22.62%
2024-25: 15.04%

5G services are now available in 99.9% of districts of India.

India's school systems:
24,69,00,000 students
14,71,000 schools
1,01,00,000 teachers

Higher Education Institutions:
2014-15: 51,534
2025 June: 70,018

The total number of people employed in India (Age 15+): 56,20,00,000.

[DataHubHouse @datahubhouse]

Need 111 more verified followers...

Let's see how soon I can reach it.

[speaknsee @speaknsee]

Modi Parliament Speech vs Trumps govt shutdown https://t.co/UKrSXIx8wk via @YouTube @speaknsee

[DataHubHouse @datahubhouse]

The Universe of Data Types & Structures | Quantitative, Qualitative & Data Organization Explained

Understanding data starts with knowing how it is measured and how it is stored.
In this video, we explore The Universe of Data Types and Structures, breaking data into clear, practical categories that every data analyst, engineer, and scientist should know.
You’ll learn: ✅ The difference between Quantitative and Qualitative data
✅ Discrete vs Continuous numerical data
✅ Nominal vs Ordinal categorical data
✅ How data is stored as Structured, Semi‑Structured, and Unstructured
✅ Real‑world examples using spreadsheets, JSON, logs, and social media data

This visual‑first explanation helps you quickly identify how different variables behave inside analytics systems, databases, and modern data platforms.
Whether you're:
Learning data analytics
Working in data engineering
Preparing for interviews
Designing data models

👉 This video gives you a solid foundation.

#DataTypes #DataStructures #DataAnalytics #DataEngineering #BigData #StructuredData #UnstructuredData #SemiStructuredData #AnalyticsBasics #DataScience

https://t.co/m8GKT2LGyF via @YouTube

[DataHubHouse @datahubhouse]

Vector Databases Explained | GenAI, LLM Search & AI‑Native Data Platforms

Vector databases are the backbone of Generative AI and LLM‑powered applications.
In this video, we deep‑dive into vector databases in 2025, explaining why they have become essential for semantic search, retrieval‑augmented generation (RAG), and AI‑native data platforms.

🔍 What you’ll learn (vector‑focused):

What vector databases are and how they work
Why LLMs and GenAI need high‑dimensional vector search
How vector databases differ from relational and NoSQL systems
Where traditional databases fail for semantic similarity search
How CAP & PACELC influence vector database design
Why serverless and auto‑scaling vector databases fit AI workloads
Managed vs self‑hosted vector databases and data compliance trade‑offs

This video is designed for data engineers, ML engineers, AI engineers, and cloud architects building LLM pipelines, RAG systems, and GenAI platforms.

🎯 Why vector databases matter in 2025
Modern AI applications depend on:

Fast embedding similarity search
Low‑latency LLM retrieval
Cost‑efficient AI‑scale infrastructure

Choosing the wrong data store can break your GenAI relevance, latency, and cost model.

⏱️ Chapters (Retention + Suggested boost)
00:00 Why Vector Databases Matter for GenAI
01:20 What Is a Vector Database?
03:10 Vector DB vs Relational vs NoSQL
05:00 Vector Search for LLM & RAG
06:50 CAP & PACELC in Vector Systems
08:30 Serverless Vector Databases
09:50 Compliance & Deployment Models

#VectorDatabases #GenAI #LLM #RAG #SemanticSearch #DataEngineering #AIInfrastructure
#DistributedSystems #CAPTheorem

https://t.co/DzMI8f0Hif

[DataHubHouse @datahubhouse]

@arunpudur India R&D budget need to be increased many fold. Especially we need R&D labs at every college or university level.

[DataHubHouse @datahubhouse]

Hey @X algorithm 👋

Looking to #connect with people interested in:

🛠️ Data Pipelines
🔄 ETL / ELT Processes
⚡ Apache Spark
🌊 Apache Kafka
🗄️ SQL & Data Modeling
☁️ Cloud Platforms (AWS, GCP, Azure)
📊 dbt & Data Warehousing
🕒 Apache Airflow
🐍 Python & Scala
📈 Big Data & Streaming
🧪 Data Quality & Governance
🚀 MLOps & DataOps

Let’s build and grow together 🤝
#buildinpublic #letsconnect

[DataHubHouse @datahubhouse]

This is getting scary...

https://t.co/v0bpK1BDMd

[DataHubHouse @datahubhouse]

🇮🇳 Union Budget 2026 — Key Highlights

🛡️ Defence: Big Push
₹7.85 ($85.6 billion) lakh crore allocated to Defence — one of the highest ever.

Capital outlay up ~22% to ₹2.19 lakh crore for new weapons, platforms & modernization.
Focus on upgrading technology across the Army, Navy & Air Force.

🌍 Foreign Aid & Geopolitics
MEA budget raised to ₹22,118 ($2.3 billion) crore.

Chabahar Port (Iran): ₹0 allocation for the first time, amid renewed US sanctions; India has already paid its full $120 million commitment (no dues pending).

👉🏻Aid cuts:
Bangladesh: down to ₹60 crore
Maldives & Myanmar: cut by ₹50 crore each

👉🏻Aid increases:
Afghanistan: raised to ₹150 crore
Mongolia: jump from ₹5 crore to ₹25 crore (likely for oil refinery support)

‼️Neighbourhood First policy continues:
Bhutan remains a top recipient (₹2,288 crore)
Increased aid for Nepal, Sri Lanka & Mauritius

🚄 Infrastructure & Industry
7 new high-speed rail corridors announced (including Mumbai–Pune, Hyderabad–Bengaluru).

⛏️Rare Earth Mineral Corridors planned in Odisha, Kerala, Andhra Pradesh & Tamil Nadu to secure critical minerals.

🧑🏻‍🔬Chemical manufacturing boost: 3 chemical parks planned in every state.

🎨 Soft Power & Creative Economy

New content creation labs to promote the “Orange Economy” (media, gaming, digital content).

💰 Taxes
No new taxes
No changes in income tax slabs

👉 Overall, Budget 2026 focuses on national security, strategic autonomy, infrastructure growth, and global positioning, while keeping the tax burden unchanged.

[DataHubHouse @datahubhouse]

The Budget 2026-27 attempts to balance Fiscal Consolidation (lowering the deficit) with Growth (higher Capex and infrastructure spend). While income tax slabs remain unchanged, the budget simplifies tax rules via the new Act and provides specific relief on foreign travel TCS, while slightly increasing the tax burden on F&O traders.

​#Budget2026
​#UnionBudget2026
​#IndiaBudget
​#NewIndia
​#ViksitBharat
​#FiscalDeficit

[DataHubHouse @datahubhouse]

AI without data? That's like a smartphone without apps—basically a fancy brick! Who needs intelligence anyway? 😂

#AIHumor #DataFreeAI

@grok

[Dhruv Rathee @dhruv_rathee]

❌Boycott all these apps for 1 Day tomorrow!

Stand in solidarity with Gig Workers!

[Ministry of New and Renewable Energy (MNRE) @mnreindia]

PM Surya Ghar Reaches 23.96 Lakh Households; Nearly One-Fourth of Target.
Read More: https://t.co/Q9Ko6KXDW1

[Juhee Prasad @juheeprasad]

@aajtak @anjanaomkashyap @iChiragPaswan We want @iChiragPaswan to be the CM of Bihar

[Juhee Prasad @juheeprasad]

@maithilithakur You deserve this win 💟❤️💟
Many many congratulations @maithilithakur
Loads of love and good wishes for you 🤗🎁💐

[Delhi Traffic Police @dtptraffic]

TRAFFIC ADVISORY

In connection with Chhath Puja 2025 to be celebrated across Delhi from 27th October afternoon to 28th October morning, special traffic arrangements will be in place.

📍 Heavy congestion expected near major ponds in Eastern, Central/North, South/South-East, North-West/Outer & Western Delhi.
📍 Roads likely to face congestion: MB Road, Kalindi Kunj Khadar Road, Agra Canal Road & Road No. 13.
📍 Diversions in Bhajanpura area, Gandhi Nagar area & Khajuri Khas area ,commuters are advised to plan their travel accordingly.
📍 Use public transport, especially the Delhi Metro and avoid roadside parking.
📍 Report any suspicious object/person to police personnel immediately.
📍Stay updated through Delhi Traffic Police channels

#DPTrafficAdvisory

[MoEF&CC @moefcc]

India is home to over 70% of the world’s wild tigers—3,682 tigers across 58 reserves in 18 states.
Their presence reflects the health of our ecosystems.

On #InternationalTigerDay, let us renew our commitment to protect these majestic creatures and their habitats.

#MissionLiFE