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Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
George Ezejiofor
George Ezejiofor
George Ezejiofor
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Oct 16
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
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kubernetes
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mlops
#
homelab
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devops
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33 min read
Common Challenges in AI Software Development (and How to Fix Them)
THE TISA
THE TISA
THE TISA
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Oct 16
Common Challenges in AI Software Development (and How to Fix Them)
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development
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machinelearning
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softwaredevelopment
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mlops
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7 min read
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam
Palak Mazumdar
Palak Mazumdar
Palak Mazumdar
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Oct 16
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam
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cloudera
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pyspark
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machinelearning
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mlops
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8 min read
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works
Amit chakraborty
Amit chakraborty
Amit chakraborty
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Oct 15
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works
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tutorial
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aiengineering
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mlops
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13 min read
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 15
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack
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ai
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mlops
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cloud
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4 min read
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 14
Getting Hands‑On with Gemini 4 Argon: What It Is, Why It Matters, and How to Plug It Into Your Stack
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ai
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mlops
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cloud
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4 min read
Math 2.0: Turning Terence Tao’s Vision into Practical AI‑Ready Tools
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 13
Math 2.0: Turning Terence Tao’s Vision into Practical AI‑Ready Tools
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ai
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mlops
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python
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4 min read
The same H100 hour cost $1.26 or $0.22 per million tokens
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Oct 13
The same H100 hour cost $1.26 or $0.22 per million tokens
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ai
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llm
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gpu
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mlops
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2 min read
Ready is not warm: one SGLang cold start on a T4
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Oct 12
Ready is not warm: one SGLang cold start on a T4
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llm
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gpu
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mlops
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2 min read
NVIDIA GPU Operator on RKE2: Passthrough to Kubeflow (The Sports Car in the Garage)
George Ezejiofor
George Ezejiofor
George Ezejiofor
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Oct 12
NVIDIA GPU Operator on RKE2: Passthrough to Kubeflow (The Sports Car in the Garage)
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kubernetes
#
nvidia
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mlops
#
homelab
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26 min read
Math 2.0: How Terence Tao’s Vision Can Supercharge Your AI Infrastructure
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 12
Math 2.0: How Terence Tao’s Vision Can Supercharge Your AI Infrastructure
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ai
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mlops
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cloud
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1
 comment
4 min read
Release Pin: Ship the Model, Prompt, and Tools as One Version
Wasim Sheikh
Wasim Sheikh
Wasim Sheikh
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Oct 10
Release Pin: Ship the Model, Prompt, and Tools as One Version
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ai
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architecture
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devops
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mlops
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4 min read
The data engineering reality of GNNs in production
Jean-Luc Martel
Jean-Luc Martel
Jean-Luc Martel
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Oct 8
The data engineering reality of GNNs in production
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dataengineering
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machinelearning
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mlops
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datascience
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2 min read
Claude Haiku 5.5: What It Is, Why It Matters, and How to Plug It Into Your Stack
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 8
Claude Haiku 5.5: What It Is, Why It Matters, and How to Plug It Into Your Stack
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ai
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mlops
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cloud
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4 min read
How we prove a cheaper model can do the job
Pranav Dhoolia
Pranav Dhoolia
Pranav Dhoolia
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Oct 8
How we prove a cheaper model can do the job
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ai
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llm
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machinelearning
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mlops
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5 min read
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