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

Comprehensive overview of recommender systems, covering types, models, performance metrics, and design considerations. Equips learners with knowledge to create and evaluate effective recommendation systems.

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

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

2 ratings

Learn to combine AI and BI for maximum business value. Discover how to identify and assess AI use cases, explore common applications in BI, and see a live demo of PDF text extraction using computer vision.

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

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

1 rating

Learn to create interactive data apps using KNIME's low-code/no-code approach. Discover how to build, visualize, and deploy analytics solutions with user-friendly interfaces for end-users to gather insights effortlessly.

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

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

1 rating

Explore text mining and NLP techniques using KNIME Analytics Platform. Learn sentiment analysis, topic extraction, and build a real-time tweet analysis app in this no-code tutorial.

• YouTube
• 55 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

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

1 rating

Learn effective data visualization techniques to transform insights into impactful stories. Covers chart theory, Python coding with pandas and plotly, and practical tips for creating compelling, interactive visualizations.

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

AI & ML Workflows with Kubernetes

1 rating

Explore strategies to accelerate and automate AI/ML workflows using Kubernetes, leveraging open-source tools like Jupyter Notebooks and TensorFlow for efficient development and deployment.

• 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

How to Deploy an ML App on Azure App Service

Learn to develop and deploy an interactive machine learning app on Azure, covering UI creation, model development, and CI/CD configuration for seamless production deployment.

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

Writing Unit Tests for Data Science Code

Learn best practices for unit testing data science code, including handling data inputs, model training, and evaluation. Gain insights on bridging software engineering and data science for more robust ML applications.

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

Saving Lives Behind the Wheel - Artificial Intelligence and Computer Vision for Road Safety

Explore AI and computer vision's role in enhancing road safety through real-time edge-based deep learning systems, addressing challenges and leveraging technological trends to reduce traffic fatalities.

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

From Data to Dashboard - Make an Interactive Model

Learn to create an interactive dashboard from raw data using Python. Master data cleaning, exploration, modeling, and visualization techniques for real-world data science projects.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Topology for Time Series

Explore topological algorithms for time series comparison using persistent homology. Learn implementation in R, understand caveats, and gain practical insights through live coding and dataset analysis.

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