Data Science Dojo Courses

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

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

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

Design of Recommendation Systems - Recommender Systems Using Deep Learning Explained

1 rating

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

Reproducible Data Science Workflows Using Docker

Learn Docker basics for reproducible data science workflows, including container creation, image management, and automation with Dockerfile. Hands-on examples demonstrate streamlining workflows and addressing common challenges.

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

Navigating the MLOps Landscape

Expert panel discusses MLOps challenges, best practices, and innovations. Gain insights on operationalizing machine learning, leveraging open-source tools, and addressing security concerns in large-scale ML systems.

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

Introduction to Python for Data Science

Explore Python tools for data science, covering data processing, visualization, and modeling. Learn end-to-end data science through a real-world case study with expert insights.

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

Pediatric Moonshot - Global, Real-Time, Privacy-Preserving Applications for Children's Medicine

Exploring innovative AI applications in pediatric medicine using privacy-preserving, decentralized edge cloud technology to improve global healthcare equity and enable real-time diagnosis and treatment.

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

Building Enterprise-Grade Q&A Chatbots with Azure OpenAI's Advanced Capabilities

Explore Azure OpenAI's advanced capabilities for building enterprise-grade Q&A chatbots. Learn fine-tuning techniques to enhance natural language processing and improve customer support at scale.

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