Prodramp Courses

Machine Learning with DataRobot AI Cloud Platform

1 rating

Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

OpenAI Whisper - Translate and Transcribe Your Video and Audio at Command Line

1 rating

Comprehensive walkthrough of OpenAI Whisper for multilingual speech recognition, translation, and transcription using command-line interface, with practical demonstrations across various audio formats.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Audio Processing in Python with Feature Extraction for Machine Learning

1 rating

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Bringing LLM to the Enterprise - Training From Scratch or Just Fine-Tune With Cerebras-GPT

Learn to leverage Cerebras-GPT for enterprise LLM deployment, covering training from scratch, fine-tuning, and cost considerations. Explore open-source frameworks and compute-optimal models for efficient implementation.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Whiteboarding - Large Language Model Tech Stack

Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Beginners Workshop to Fine-Tune OpenAI LLM Model with Enterprise Web Data in Python

Learn to fine-tune OpenAI's GPT-3.5-Turbo model with enterprise web data using Langchain and ChromaDB. Create a ChatGPT-like interface for your customer data in this hands-on Python workshop.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Python Gradio UI for Fine-Tuning LLM - OpenAI GPT with Custom Data

Learn to create a Python Gradio UI for fine-tuning OpenAI's GPT model with custom data using LlamaIndex, enabling personalized Q&A and summarization capabilities.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Fine Tuning LLM -OpenAI GPT- with Custom Data in Python

Learn to fine-tune OpenAI GPT models with custom data using LlamaIndex in Python. Explore concepts, see a Gradio UI demo, and follow a coding walkthrough for Q&A and summarization tasks.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Data Engineering and Storage Concepts - With ETL, ELT, Warehouse, Lake, and Lake House

Comprehensive overview of data engineering concepts, including storage solutions, ETL/ELT processes, and modern data architectures like data mesh, with practical examples and best practices for effective data management.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Develop Successful Deep Learning Projects with This 10 Steps Formula

Learn a 10-step formula for successful deep learning projects, covering problem definition, data preparation, model selection, training strategies, regularization, augmentation, interpretability, and deployment.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Ubuntu 22.04 Kernel Update with Latest Nvidia Display Driver

Step-by-step guide to updating Ubuntu 22.04 kernel to 6.2.1 and installing the latest Nvidia display driver 525.89.02, covering potential issues and solutions.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Prompt Engineering - Understanding Large Language Models with ChatGPT

Explore large language models and ChatGPT through prompt engineering. Learn about transformer architecture, text embedding, self-attention, and key deep learning methods with practical Python examples.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

ChatGPT on Test Drive Teaching How to Learn Rust

Explore how ChatGPT assists in learning Rust programming, covering key concepts and practical examples through a series of guided questions and answers.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Python Workshop with Face Detection, Mesh & Orientations with Hugging Face Deployment

Build a Python web app for face analysis using Gradio UI, including face detection, mesh, and orientation. Learn to process webcam input and deploy to Hugging Face Space.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

No-Code and Full-Code Data Analytics with GigaSheet and Pandas - Side-by-Side

Hands-on workshop comparing no-code (GigaSheet) and full-code (Pandas) data analytics solutions, covering data upload, filtering, aggregation, updating, grouping, and exporting.

• YouTube
• 56 minutes
• Self-Paced
• Free Video