· dineshblog · a working notebook
Notes on AI, ML, data & the engineering behind them.
Long-form essays and deep-dives. For the multi-week learning tracks, head to Learning.
Essays & deep-dives
12 entries- 90 min
Kimi K3 From Zero to Deep — Math, Architecture, Training, and Systems
A zero-to-deep Kimi K3 course: prerequisite math and terminology, Transformers and MoE, KDA, AttnRes, vision, RL, training systems, inference, benchmarks, and a verified YouTube learning path.
- 10 min
Introduction to TensorFlow on Google Cloud
Diving deep into a Google Skill boost
- 16 min
Taking the Azure Fabric Ignite Edition Challenges to Complete
Microsoft Learn Challenge conducting a challenge to get good in few of the challenges which are super useful to complete to gain knowledge on Microsoft Fabric.
- 15 min
Exploring different services in GCP
Exploration and documentation of different services offered in GCP
- 10 min
Starting a company in India
Documenting the process of starting a company in india
- 1 min
Google 5 Day Gen AI course with interactive hands-on practice
Google and Kaggle provided good summary course on Gen AI , the blog contains details and highlights of the course.
- 2 min
AI Voice chatting to help with Customer support use-cases
Using current speech augmented LLMs (SpeechLLMs) with realtime voice modality to understand user issues and to provide support and solutions.
- 1 min
Audio to Video Generation Using Replit AI and Deploy as an Azure Webapp
Tool to convert an uploaded audio mixed with an image and generate a video format with image and uploaded audio in the video format.
- 6 min
Orchestrating ML Pipelines with Azure Data Factory
Leveraging Azure Data Factory for Scalable and Efficient Machine Learning Workflows
- 3 min
Developing a Astrology webapp version 1.
Initial version 1 of Astro app hosted at astroyuga.com
- 3 min
Improving the UI of this blogging app - V2
Changing the UI layout and improving the experience by modernizing the UI with custom styling
- 5 min
Leveraging CURSOR and Azure Services for Rapid Web Deployment
Accelerating Development and Deployment Cycles with AI Tools
Everything here is public and free. If it helped, tell someone else who's trying to level up. That's the whole loop.