Posts by Category

6 minute read

Run pretrained models in one line, then grow the idea into a real prototype.

6 minute read

Train, evaluate, save, and reuse your own DistilBERT text classifier in Python.

6 minute read

Fine-tune an instruction-following Llama 3 model on a single Colab GPU with LoRA.

6 minute read

Serve a Hugging Face model as a fast, typed, documented REST API — locally and in Docker.

7 minute read

Containerize an AI agent as a FastAPI service and deploy it reliably with Docker.

6 minute read

Build an autonomous ReAct agent that investigates emails with custom tools.

8 minute read

Turn text into vectors and build a real semantic search engine — with metadata, persistence, and a reusable class.

5 minute read

Create a collaborative multi-agent workflow with Microsoft AutoGen.

7 minute read

Understand the ReAct loop by building it from scratch, then with LangChain.

8 minute read

Building Scalable AI Agent Systems with Nexus — a complete, reproducible engineering guide for running thousands of agents with kernel-level semantics.

7 minute read

Why enterprises can’t prompt their way to trust — and how mathematical verification becomes the missing control plane for production AI.

8 minute read

Why language models fail at physics—and how Physica enforces conservation laws, equations, and reality itself inside AI systems.

139 minute read

AWS Cloud Architect Tutorial from Acloud Guru

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

4 minute read

How to deploy a WebApp on EC2 Instance with Flask

2 minute read

AWS Elastic Beanstalk with Flask

7 minute read

Containerize an AI agent as a FastAPI service and deploy it reliably with Docker.

6 minute read

Build an autonomous ReAct agent that investigates emails with custom tools.

5 minute read

Create a collaborative multi-agent workflow with Microsoft AutoGen.

7 minute read

Understand the ReAct loop by building it from scratch, then with LangChain.

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

6 minute read

Deploy and Configure a Single-Node Hadoop Cluster

4 minute read

Sentiment Analysis with Facial Expression Recognition with Neural Networks

7 minute read

Multiclass Classification of Hotels

5 minute read

Machine Learning Web App with Streamlit and Python

4 minute read

Image Classification with CNN of 60 000 colour images.

6 minute read

Image Classification with Tensorflow

3 minute read

Neural Network in TensorFlow from Scratch

139 minute read

AWS Cloud Architect Tutorial from Acloud Guru

139 minute read

AWS Cloud Architect Tutorial from Acloud Guru

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

4 minute read

Create a Flask Regression Plot App Docker Container.

4 minute read

Create Fashio images with DCGANs

8 minute read

Linear transformation tool for dimensional reduction

4 minute read

Sentiment Analysis with Facial Expression Recognition with Neural Networks

4 minute read

Create Fashio images with DCGANs

6 minute read

Image Classification with Tensorflow

4 minute read

Image Classification with CNN of 60 000 colour images.

3 minute read

Neural Network in TensorFlow from Scratch

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

4 minute read

Create a Flask Regression Plot App Docker Container.

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

8 minute read

Building Scalable AI Agent Systems with Nexus — a complete, reproducible engineering guide for running thousands of agents with kernel-level semantics.

7 minute read

Why enterprises can’t prompt their way to trust — and how mathematical verification becomes the missing control plane for production AI.

7 minute read

Why enterprises can’t prompt their way to trust — and how mathematical verification becomes the missing control plane for production AI.

4 minute read

How to deploy a WebApp on EC2 Instance with Flask

2 minute read

AWS Elastic Beanstalk with Flask

4 minute read

Create a Flask Regression Plot App Docker Container.

18 minute read

Solving a Multivariable Time Series Forecast Industrial problem with Neural Networks

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

6 minute read

Deploy and Configure a Single-Node Hadoop Cluster

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

18 minute read

Solving a Multivariable Time Series Forecast Industrial problem with Neural Networks

6 minute read

Fine-tune an instruction-following Llama 3 model on a single Colab GPU with LoRA.

6 minute read

Deploy and Configure a Single-Node Hadoop Cluster

4 minute read

Create a Flask Regression Plot App Docker Container.

6 minute read

Serve a Hugging Face model as a fast, typed, documented REST API — locally and in Docker.

4 minute read

Sentiment Analysis with Facial Expression Recognition with Neural Networks

4 minute read

Create Fashio images with DCGANs

5 minute read

Machine Learning Web App with Streamlit and Python

4 minute read

Image Classification with CNN of 60 000 colour images.

6 minute read

Image Classification with Tensorflow

3 minute read

Neural Network in TensorFlow from Scratch

8 minute read

Linear transformation tool for dimensional reduction

7 minute read

Multiclass Classification of Hotels

6 minute read

Run pretrained models in one line, then grow the idea into a real prototype.

6 minute read

Train, evaluate, save, and reuse your own DistilBERT text classifier in Python.

8 minute read

Turn text into vectors and build a real semantic search engine — with metadata, persistence, and a reusable class.

7 minute read

Multiclass Classification of Hotels

18 minute read

Solving a Multivariable Time Series Forecast Industrial problem with Neural Networks

8 minute read

Why language models fail at physics—and how Physica enforces conservation laws, equations, and reality itself inside AI systems.

4 minute read

Create a Flask Regression Plot App Docker Container.

8 minute read

Building Scalable AI Agent Systems with Nexus — a complete, reproducible engineering guide for running thousands of agents with kernel-level semantics.

5 minute read

How to install Cloudera HDP Sandbox on AWS EC2 and execute Hive to analize a dataset.

8 minute read

Why language models fail at physics—and how Physica enforces conservation laws, equations, and reality itself inside AI systems.

4 minute read

Sentiment Analysis with Facial Expression Recognition with Neural Networks

4 minute read

Create Fashio images with DCGANs

4 minute read

Image Classification with CNN of 60 000 colour images.

6 minute read

Image Classification with Tensorflow

3 minute read

Neural Network in TensorFlow from Scratch

18 minute read

Solving a Multivariable Time Series Forecast Industrial problem with Neural Networks