Michael DeMarco @ap_DeMarco
Turning AI complexity into friendly chats & aha moments š” apronets.com Joined May 2020-
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The Shift for Developers is More Radical Than We Think Over the next 24 months, the very identity of a software engineer wonāt just be reshapedāit will be redefined from the ground up. Weāre moving from a world where mastery meant syntax⦠ā¦to a world where mastery meansā¦
The smartest people arenāt rushing to use AI. Theyāre learning how to think about it. Otherwise, youāll think youāre using AIāwhen itās using you.
If someone had said the day before ChatGPT had launched on November 30, 2022 that in 3 years the world will be seriously considering⦠ā¦that 90% of all code written will not be written by humans but by automated software engineers ā¦that instead of safety and security slowingā¦
New Blog post š” Cisco and NVIDIA: Strengthening AI and SecurityĀ Partnerships apronets.com/?p=1862&previeā¦
I wish someone had shared with me where to start Here's how to start your 2025 AI journey for beginners under 100$
Iāve spent 200 hours consuming AI, GenAI, and DeepLearning content Here are my top five resources š§µ
Data preparation is important Common ways to handle missing values: 1. Mean/median/mode of the column 2. Creating indicator features: Adding a new binary column 3. Model-specific handling: XGBoost and LightGBM can handle missing values
Let me be direct about what drives success in AI initiatives: It's not the algorithms or the computing powerāit's the data. š§µ
Reduction of the Cost of Intelligence, the Emergence of the Operator and their combined Strategic Implications to AI: In the past few days, the amount that has transpired is nothing short of staggering in āAI landā. What we are starting to witness is the effect of rapid massiveā¦
āthere is never going to be one tool to rule the world.ā -Andy Jassy Deepseek R1 available on @awscloud aws.amazon.com/blogs/aws/deepā¦
New Blog post š” Transforming Data: A Beginnerās Guide to Feature Engineering apronets.com/2025/01/14/traā¦
Run out of AWS free tier access? Use a dynamic alias from your Gmail account. As an example: michaeldemarco{+datascience}@gmail.com
I've bought into two, full-year subscriptions for the new year. 1. learn.digitalcloud.training 2. datacamp.com Both offer exceptional hands-on labsāshort video content.
New Blog post š” Cisco AI Infrastructure PODs: Configurations for Every Inference Use Case In this discussion, you will get 1. Why Cisco created Cisco PODs 2. New Definitions 3. Comparison Graph of each use case apronets.com/2024/12/11/cisā¦
I'll get straight to the point. We trained 2 new models. Like BERT, but modern. ModernBERT. Not some hypey GenAI thing, but a proper workhorse model, for retrieval, classification, etc. Real practical stuff. It's much faster, more accurate, longer context, and more useful. š§µ
Looking for an affordable platform to run popular #genAI models at the edge? Introducing the NVIDIA Jetson Orin Nano Super Developer Kit, offering up to 67 TOPS of AI performance for $249. Existing users can upgrade their JetPack SDK for a "super" boost. nvda.ws/3VKi2sG

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