Data Science Dojo Courses

Introduction to Graph Analytics - Overview of GraphDB

Explore graph analytics fundamentals, use cases, and applications in fraud detection. Learn how graph technology enhances ML approaches and its growing importance in complex data analysis.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Building and Deploying a Model Using AutoML in Azure ML - Azure Tutorial for Beginners

Learn to streamline machine learning model development with Azure AutoML. Explore algorithm selection, hyperparameter tuning, and evaluation metrics for efficient model creation and deployment.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

MySQL Up and Running - MySQL Tutorial for Beginners - Learn SQL

Learn to set up and use MySQL for data science, covering RDBMS basics, deployment, interfacing, and practical dataset examples. Gain essential SQL skills for working with structured data in real-world scenarios.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Understanding and Visualizing ResNets That Forever Revolutionized Deep Learning - What Is ResNet

Explore the revolutionary ResNet architecture, its impact on deep learning, and hands-on image classification. Learn about CNN limitations and how ResNet's skip connections transformed the field.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Telling Your Data Story With the 3Vs - Vocabulary, Voice, and Vision - Storytelling with Data

Learn effective data storytelling techniques using the 3Vs: Vocabulary, Voice, and Vision. Improve your ability to create compelling narratives for data management programs and gain support from stakeholders.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Data Wrangling Using SQL - Data Cleaning in SQL

Learn essential SQL data wrangling techniques for querying, joining, appending, filtering, and creating new fields in datasets. Gain practical skills to efficiently prepare and transform data for analysis.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

The Power of Effective Data Storytelling - Basics for Data Analysis

Learn effective data storytelling techniques to enhance data analysis impact. Discover how to use visualizations, narratives, and creative approaches to make insights more relatable and actionable for businesses.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Effective Data Storytelling - What Does Your Data Tell You - Storytelling with Data

Learn effective data storytelling techniques to transform raw information into compelling narratives. Discover how to analyze, visualize, and communicate insights for evidence-informed decision-making in organizations.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Hands-on Introduction to Interpreting Machine Learning Models

Explore methods for interpreting machine learning models, including feature importance and local explanations, to increase trust in AI products and bridge gaps in problem understanding.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Deploying Machine Learning Models with Flask and Docker

Learn to deploy ML models as web services using Flask, manage environments with Pipenv, package with Docker, and deploy to AWS Beanstalk. Gain practical skills for putting models into production.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Quantum Generative Machine Learning Explained - Quantum Leap in the Generation of Computing

Explore quantum generative machine learning, combining quantum computing and data generation. Learn about quantum bits, measurement, entanglement, and practical applications using the Quantum Circuit Born Machine.

• YouTube
• 58 minutes
• On-Demand
• Free Video

The Ultimate Guide to Working Effectively with Data - Read, Write, Think Data

Discover a tool-agnostic framework for effective data handling, emphasizing process over tools. Learn to adapt to new technologies and understand the importance of data literacy in today's changing landscape.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

A Friendly Introduction to Codeless Deep Learning with KNIME Analytics Platform

Explore codeless deep learning with KNIME Analytics Platform. Learn neural network basics, convolutional networks for computer vision, and build a classification model using KNIME's Keras integration.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Time Series Analysis with the KNIME Analytics Platform - Preprocessing, Alignment, Imputation

Learn time series analysis using KNIME: preprocessing, alignment, imputation, forecasting, and evaluation. Build a demand prediction application with (S)ARIMA and machine learning models through hands-on, codeless examples.

• YouTube
• 1 hour
• On-Demand
• Free Video

Translating Data into Effective Decisions - Data Driven Decision Making - Data-Backed Decisions

Learn a systematic process to leverage machine learning for improved decision-making, focusing on actionable metrics, key levers, and embracing uncertainty to drive better business outcomes.

• YouTube
• 53 minutes
• On-Demand
• Free Video