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Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 04 > speculative-decoding

Speculative Decoding: How LLMs Generate Text 3x Faster

1+ day, 7+ hour ago  (1804+ words) Master Generative AI with 10+ Real-world Projects in 2026! Hence, several approaches have been proposed to speed up responses, such as Mixture of Experts, which activates only a subset of the model's weights, making inference faster. In this blog, however, we will…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > qwen3-5-omni-ai-model

Qwen3.5-Omni is here! Scaling up to a Native Omni-modal AGI

2+ day, 1+ hour ago  (1767+ words) Master Generative AI with 10+ Real-world Projects in 2026! The latest model in Alibaba's Qwen family is positioned as a "fully omni-modal LLM. We shall explore what that means in theory, and what this moniker promises in the practicality of things. One thing…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > iloc-vs-loc-in-pandas

Iloc vs Loc in Pandas: A Guide with Examples 

3+ day, 6+ hour ago  (1382+ words) Master Generative AI with 10+ Real-world Projects in 2026! Pandas DataFrames provide powerful tools for selecting and indexing data efficiently. The two most commonly used indexers are .loc and .iloc. The .loc method selects data using labels such as row and column…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > excel-cell-merge

Excel 101: Cell and Column Merge vs Combine

4+ day, 11+ hour ago  (1838+ words) Master Generative AI with 10+ Real-world Projects in 2026! Because anyone who has used cell merge will tell you that more often than not, its use gives you a solid pushback from Excel. Starting out, you may see errors left, right, and…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > custom-claude-skills-for-repeatable-ai-workflows

Building Custom Claude Skills For Repeatable AI Workflows

5+ day, 12+ hour ago  (1107+ words) Master Generative AI with 10+ Real-world Projects in 2026! Claude Skills is the latest AI tool that targets AI automation at some level. Anthropic was smart enough to identify one key problem developers face every day " having to rewrite prompts for repetitive…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > google-ai-studio-tools-build-a-full-stack-app-in-minutes

Build a Full-Stack App in Minutes with Google’s New AI Studio Tools

6+ day, 4+ hour ago  (1047+ words) Master Generative AI with 10+ Real-world Projects in 2026! Suppose you wish to be in a neighborhood that fits your vibe. Maybe not a coffee shop you like, but a quiet place with good lighting to work. It will be difficult to…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > how-transformers-power-llm

How Transformers Power LLMs: Step-by-Step Guide 

1+ week, 1+ hour ago  (1530+ words) Master Generative AI with 10+ Real-world Projects in 2026! Transformers power modern NLP systems, replacing earlier RNN and LSTM approaches. Their ability to process all words in parallel enables efficient and scalable language modeling, forming the backbone of models like GPT and…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > mistral-small-4

Mistral Small 4: The One Model That Codes, Reasons, and Chats

1+ week, 2+ day ago  (1141+ words) Master Generative AI with 10+ Real-world Projects in 2026! The main characteristics are the following: Mistral Small 4 is a mixture of a text decoder and a vision encoder. On giving an image, the Pixtral vision system interprets the image and passes the…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > pageindex-vs-rag-document-chatbots

PageIndex vs Traditional RAG: A Better Way to Build Document Chatbots

1+ week, 5+ day ago  (1697+ words) Master Generative AI with 10+ Real-world Projects in 2026! Here's the classic RAG pipeline you've probably seen a hundred times. Simple. Elegant. And absolutely riddled with failure modes. When you slice a document at 512 tokens, you're not respecting the document's actual structure....

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 03 > free-data-analytics-courses-with-certificates

Top 7 Free Data Analytics Courses with Certificates

1+ week, 6+ day ago  (642+ words) Master Generative AI with 10+ Real-world Projects in 2026! For different learning styles, career goals, and comfort with tools, finding the right data analyst course is HARD. Some people start with Excel. Others into Python. With no clear roadmap ahead, it's hard…...