Data Science Dojo Courses

Master ChatGPT Prompting - Advance Prompt Engineering Techniques for Optimal Results

3 ratings

Explore advanced ChatGPT prompting techniques, from freeform to structured formats. Learn scientific principles, master fundamentals, and acquire skills in chain-of-thought and skeleton prompts for optimal results with large language models.

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

Data Analytics and Generative AI

3 ratings

Explore how generative AI revolutionizes data analytics, streamlining tasks, transforming workflows, and ensuring ethical practices. Gain practical insights and real-world applications for data professionals.

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

Design of Recommendation Systems - Recommender Systems Using Deep Learning Explained

2 ratings

Learn how recommendation systems are designed, from baseline models and performance metrics to industry-scale considerations.

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

How to Make AI & BI Work Together Like a Dream Team

2 ratings

Combine AI and business intelligence through value mapping and feasibility analysis, with a live PDF-to-structured-data demonstration.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Scaling AI Beyond Single Agents - Multi-Agent Architectures with LangChain

1 rating

Discover how to build scalable multi-agent AI systems using LangChain, exploring design patterns, orchestration techniques, and production-ready architectures beyond single agents.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Building Data Apps With a Codeless Approach - Build Data Apps Using KNIME Low-Code/No-Code

1 rating

Build interactive KNIME data apps that let users explore analytics through parameterized web interfaces, using widgets and visualization nodes.

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

Overview of Text Mining and NLP Techniques - No-Code Approach KNIME Analytics - NLP Tutorial

1 rating

Use KNIME’s visual workflows to classify review sentiment and extract topics from unstructured text without coding.

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

Crash Course in Data Visualization - Tell a Story With Your Data

1 rating

Use Python, pandas, and Plotly to turn data into interactive charts that communicate a clear message to stakeholders.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

AI & ML Workflows with Kubernetes

1 rating

Explore how Kubernetes and OpenShift support MLOps workflows, from Jupyter-based model development to deploying a machine-learning prediction application.

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

Tokenization in NLP: From Basics to Advanced Techniques

1 rating

Explore tokenization in NLP, from basics to advanced techniques. Learn about word embeddings, text splitting, BytePair Encoding, and token vectorization for enhanced language model performance.

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

Recommender Systems: Metrics, Trends, and Challenges

Explore recommender systems' impact on digital strategies, from basic models to advanced approaches. Learn implementation strategies and address deployment challenges.

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

Data Preparation Toolkit for LLM Application Developers

Explore essential data preparation techniques for LLM development. Learn to clean, filter, and transform datasets for pre-training or fine-tuning, accelerating your AI projects with collaborative tools.

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

Multi-Agent Frameworks for LLM Applications: From Theory to Implementation

Discover how to build advanced LLM applications using LangGraph for multi-agent collaboration, enabling specialized task handling and improved workflow management through practical demonstrations and hands-on exercises.

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

Introduction to AI - Understanding Core Technologies and Implementation Best Practices

Gain insights into AI fundamentals, from NLP and machine learning to ethical considerations, while exploring real-world applications, security practices, and implementation strategies.

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

AI Ready Data: Forging the Path to Reliable and Scalable AI

Discover how to prepare AI-ready data for reliable generative AI applications, from understanding data architecture to implementing observability practices that detect and resolve incidents in enterprise environments.

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