Understanding Adversarial Attacks Using Fast Gradient Sign Method | AI Security Guide
Content1 Significance of FGSM2 First-Order Taylor Expansion in Adversarial Attacks3 First-Order Taylor Expansion of the Loss Function4 FGSM Adversarial Attack Process5 FGSM Adversarial Attack Process6 Uses and Importance of FGSM…
The Role of Warps in Parallel Processing: GPU Efficiency Explained
Content1 The Role of Warps in Parallel Processing2 Optimizing GPU Performance with Warps3 Warps Unraveled4 GPUs: SIMD or SIMT?5 Warp Scheduling Hides Latency6 Program Counters7 Branching8 Conclusion: Tying Up Loose…
AI & Neuroscience: The Future of Intelligence and Computing
Content1 The Intersection of Artificial Intelligence and Neuroscience2 Artificial Intelligence and Its Role3 Neuroscience: Understanding the Brain4 Exploring the Relationship Between AI and Neuroscience5 Prerequisites6 Artificial Neural Networks7 The Basics…
Build and Deploy Your Personal Terminal ChatGPT Bot in Python with OpenAI APIs
Content1 Prerequisites2 Step 1 – Setting Up the Environment3 Creating a ccloud³ VM4 Connecting to Your ccloud³ VM5 Setting Up Python Environment6 Install Required Python Packages7 Configuring the OpenAI API…
How To Create a REST API with Flask on Ubuntu – Step-by-Step Guide
Content1 Prerequisites2 Step 1 — Setting Up Your Flask Environment3 Step 2 – Create a Flask Application4 Step 3 — Creating RESTful Routes5 Step 4 — Running and Testing Your…
How to Use FastAPI with a Relational Database on Ubuntu – Step-by-Step Guide
Content1 Prerequisites2 Step 1 – Python Environment Setup3 Step 2 – Create and Activate Virtual Environment4 Step 3 – Install and Setup PostgreSQL5 Step 4 – Create Sample Python Application6…
How to Run a Python Script on Ubuntu – Step-by-Step Guide
Content1 Prerequisites2 Run Python Script on Ubuntu3 Step 1 – Python Environment Setup4 Step 2 – Create Python Script5 Step 3 – Install Required Packages6 Step 4 – Run Python…
How to Optimize the Performance of a Flask Application – Best Practices & Tools
Content1 Prerequisites2 Setting Up Your Flask Environment3 Create a Flask Application4 Use a Production-Ready WSGI Server5 Enable Caching to Reduce Load6 Optimize Database Queries7 Enable Gzip Compression8 Offload Intensive Tasks…
How To Perform Unit Testing in Flask – A Step-by-Step Guide
Content1 Prerequisites2 Why pytest is a Better Alternative to unittest3 Step 1 – Setting Up the Environment4 Step 2 – Create a Flask Application5 Step 3 – Installing pytest and…