Optimizing Deep Learning Pipelines for Maximum Efficiency with NVIDIA H100
Content1 Prerequisites2 Understanding the Hopper Architecture and H100 GPU Enhancements3 Leverage Mixed Precision Training with FP8 and FP164 Optimize Memory Management5 Scaling with Multi-GPU and Multi-Node Training6 Optimizing Inter-GPU Communication7…
How To Install and Secure Grafana on Ubuntu 18.04 with Nginx and SSL
Content1 Prerequisites2 Step 1 — Installing Grafana3 Step 2 — Setting Up the Reverse Proxy4 Step 3 — Updating Credentials5 Step 4 — Disabling Grafana Registrations and Anonymous Access6 Step…
How to Install and Configure VNC on Debian 11: Secure Remote Desktop Access
Content1 Prerequisites2 Step 1 — Installing the Desktop Environment and VNC Server3 Step 2 — Configuring the VNC Server4 Step 3 — Connecting the VNC Desktop Securely5 Step 4 —…
How To Install and Configure pgAdmin 4 in Server Mode on Ubuntu 22.04
Content1 Prerequisites2 Step 1 — Installing pgAdmin and Its Dependencies3 Step 2 — Configuring pgAdmin 44 Step 3 — Starting Gunicorn and Configuring Nginx5 Step 4 — Accessing pgAdmin6 Step…
How To Install and Configure GitLab on Ubuntu 20.04
Content1 Prerequisites2 Step 1 — Installing the Dependencies3 Step 2 — Installing GitLab4 Step 3 — Adjusting the Firewall Rules5 Step 4 — Editing the GitLab Configuration File6 Step 5…
How to Install and Configure VNC on Debian 10 for Secure Remote Access
Content1 Prerequisites2 Step 1 — Installing the Desktop Environment and VNC Server3 Step 2 — Configuring the VNC Server4 Step 3 — Connecting the VNC Desktop Securely5 Step 4 —…
How To Install and Configure pgAdmin 4 in Server Mode on Ubuntu 18.04
Content1 Prerequisites2 Step 1 — Installing pgAdmin and its Dependencies3 Step 2 — Configuring pgAdmin 44 Step 3 — Starting Gunicorn and Configuring Nginx5 Step 4 — Accessing pgAdmin6 Step…
How To Install and Configure GitLab on Ubuntu 18.04
Content1 Prerequisites2 Step 1 — Installing the Dependencies3 Step 2 — Installing GitLab4 Step 3 — Adjusting the Firewall Rules5 Step 4 — Editing the GitLab Configuration File6 Step 5…
Dimension Reduction – IsoMap
Content1 Introduction2 Prerequisites for Dimension Reduction3 Why Geodesic Distances Are Better for Dimension Reduction4 Dimension Reduction: Steps of the IsoMap Algorithm5 Landmark Isomap6 Drawbacks of Isomap7 Conclusion for Dimension Reduction…