Stanley Joseph Ouma @_stanley_joseph
MLOps Engineer & Project Lead @marketshade_LTD. Simplifying your shopping experience; empowering wealth creation. marketshade.co.ke Nairobi, Kenya Joined November 2018-
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Stanley Joseph Ouma retweeted
Devops learning path for beginners #devops
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Stanley Joseph Ouma retweeted
I have been training neural networks for 9 years now. Here are 16 ways I actively use to optimize model training:
Stanley Joseph Ouma retweeted
Best skills to build in 2025: AI & ML Here's a complete roadmap & all free resources:
Stanley Joseph Ouma retweeted
For years, I was hyperparameter tuning XGBoost models wrong. In 3 minutes, I'll share one secret that took me 3 years to figure out. When I did, it cut my training time 10X (and gave an instant 25% boost in model accuracy). Let's dive in. š§µ
Stanley Joseph Ouma retweeted
System design interviews arenāt hard because you donāt know enough. Theyāre hard because you have to balance clarity, depth, and time, all at once. Itās not a tech quiz. Itās a communication test wrapped inside a technical one. And hereās where most people slip: ā They spendā¦
The future CEO as a first yearš
The future CEO as a first yearš https://t.co/85FLLXs5tH
Stanley Joseph Ouma retweeted
šDeloitte Interview Experience ā Position: DevOps Engineer š„š¼šš»š± š: š§š²š°šµš»š¶š°š®š¹ š¦š°šæš²š²š»š¶š»š“ 1. Explain the CI/CD workflow you follow and the kind of pipeline you use. How do you define and invoke pipelines in Jenkins? 2. What are shared libraries inā¦
Stanley Joseph Ouma retweeted
Open source is king in data engineering!
Stanley Joseph Ouma retweeted
As a devops engineers, we all use nginx for one or another purpose. But most donāt understand how powerful Nginx really is. This cheat sheet(From X) will help you understand Nginx.
Stanley Joseph Ouma retweeted
Cloud & DevOps Automation Tools by Category š„š„
Stanley Joseph Ouma retweeted
If you're just getting started with system design, here are some concepts you must learn:
Stanley Joseph Ouma retweeted
AI Vs Machine Learning Vs Deep Learning Vs Generative AI clearly Explained:
Stanley Joseph Ouma retweeted
Programming language and its best Framework š
Stanley Joseph Ouma retweeted
Django in 5 minš š¹ Introduction to Django ā” Django is a high-level Python web framework ā” Follows the MVT (Model-View-Template) architectural pattern ā” Includes built-in admin panel, ORM, authentication, and more ā” Use pip install django to install š¹ Starting a Djangoā¦
Stanley Joseph Ouma retweeted
šš»š°š¼šŗš½š¹š²šš² š¹š¶šš š¼š³ ššµš¶š»š“š š²šš²šæš š¦š¼š³ššš®šæš² šš»š“š¶š»š²š²šæ šŗššš šøš»š¼š š. šš²šš¶š“š» š£š®ššš²šæš»š Design patterns are proven solutions to common problems encountered in software design. Understanding patterns such as the Singleton,ā¦
Stanley Joseph Ouma retweeted
DevOps Pipeline šāļø
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