Courses
13993 Courses
Data Science Success Using Microsoft Azure - Predictive Analytics
Explore data science options in Microsoft Azure, including Power BI, Cortana Intelligence Suite, and HDInsight. Learn about pre-built machine learning algorithms and tools for tackling various data science needs.
YouTube
Conference Talk
52 minutes
On-Demand
Mission Critical Apps with SQL Server 2017 - Cross-Platform SQL Server Management
Learn to build mission-critical apps using SQL Server 2017's advanced features like In-Memory performance, Automatic Tuning, and Always Encrypted for enhanced security and efficiency.
YouTube
Conference Talk
59 minutes
On-Demand
Predictive Analytics Using R and SQL
Explore predictive analytics concepts, applications, and integration with BI environments. Learn data science processes, methodologies, and practical techniques using R and SQL for effective predictions.
YouTube
Conference Talk
1 hour
On-Demand
Data Storytelling 101
Learn effective data storytelling techniques to create impactful visual narratives, focusing on key elements like goal-setting, snapshots, and actionable insights for compelling business intelligence presentations.
YouTube
Conference Talk
50 minutes
On-Demand
A Gentle Introduction to Data Analytics in SQL Server 2016
Explore data analytics using SQL Server 2016, comparing it to BI and data science. Learn to organize data, use Power BI, R, and Analysis Services for exploration and visualization techniques.
YouTube
Conference Talk
1 hour 1 minute
On-Demand
Reporting with Crescent - Your Organization's Got Talent
Become a Crescent hero and delight business users with beautiful, meaningful self-service reporting for your organization.
YouTube
Conference Talk
1 hour 6 minutes
On-Demand
End-to-End SQL Server PowerPivot
Explore SQL Server PowerPivot add-ins for Excel and SharePoint, enabling large-scale data analysis, multidimensional modeling, and collaborative BI solutions with scheduled data refreshes and IT management.
YouTube
Conference Talk
1 hour 31 minutes
On-Demand
Developing and Managing a Business Intelligence Semantic Model in SQL Server Analysis Services
Learn to create, manage, and troubleshoot BI Semantic Models using SQL Server "Denali" features, with PowerPivot as a starting point for enhanced business intelligence capabilities.
YouTube
Conference Talk
1 hour 13 minutes
On-Demand
PowerPivot - A Cool Reporting Tool
Explore PowerPivot for Excel to combine diverse data sources, create analytics, and overcome Excel limitations. Learn to import, pivot, and visualize data for self-service business intelligence.
YouTube
Conference Talk
1 hour 6 minutes
On-Demand
Breakthrough Data Platform Performance with SQL 2014
Explore SQL Server 2014's in-memory technologies for enhanced OLTP, Data Warehousing, and BI performance. Learn about mission-critical features and hybrid cloud capabilities for improved database management.
YouTube
Conference Talk
1 hour 1 minute
On-Demand
Introduction to Data Mining in SQL Server Analysis Services
Learn to create and integrate data mining models in SQL Server Analysis Services for customer prediction, marketing optimization, and forecasting using various algorithms and tools.
YouTube
Conference Talk
1 hour 27 minutes
On-Demand
Unlocking Data Insights
Empower users with robust BI tools to transform raw data into business insights. Learn to enable easy data access, leverage Microsoft's tools, and build a comprehensive data platform across on-premises, cloud, and devices.
YouTube
Conference Talk
1 hour 2 minutes
On-Demand
Dark Matter - Domain Experts & Nextgen Spreadsheets Are Our Future
Unlocking organizational potential through domain expertise and advanced spreadsheets. Learn to leverage existing knowledge, improve data strategies, and turn Excel into a competitive advantage.
YouTube
Conference Talk
1 hour 1 minute
On-Demand
Business Intelligence Toolkit Overview - Microsoft Power BI and R
Explore data visualization with Power BI and R, focusing on cognitive psychology theory and practical applications for creating effective dashboards and analyses.
YouTube
Conference Talk
1 hour 1 minute
On-Demand
DAX Formulas in Action
Explore DAX formulas for BI solutions in Excel and SQL Server. Learn to create calculated columns, measures, and effective PivotTable analysis through hands-on demonstrations.
YouTube
Conference Talk
57 minutes
On-Demand
3D Visualization and Storytelling with Power Map for Excel
Explore Power Map's 3D visualization capabilities in Excel for immersive geographic and temporal data discoveries. Learn to create cinematic tours for sharing geospatial insights across industries.
YouTube
Conference Talk
1 hour 4 minutes
On-Demand
Creating Outstanding Spreadsheet Models
Learn to create outstanding spreadsheet models by optimizing layout, formulas, and presentation. Gain practical tips for better design, error prevention, and effective data visualization to enhance your Excel skills.
YouTube
Conference Talk
55 minutes
On-Demand
What's Next for Business Analytics in the 21st Century
Experts discuss hot topics in business intelligence, analytics, and big data, providing insights on staying ahead in the evolving field of business analytics.
YouTube
Conference Talk
57 minutes
On-Demand
Productivity Revolution in Excel
Discover how to leverage Excel and Power BI for powerful business intelligence. Learn to create charts, dashboards, and formulas, and master data extraction, modeling, and visualization techniques.
YouTube
Conference Talk
58 minutes
On-Demand
Don't Repeat Yourself - An Introduction to Agile SSIS Development
Learn to streamline SSIS development using Biml and BimlScript. Generate packages from metadata, implement changes efficiently, and reuse code across projects for faster, more agile development.
YouTube
Conference Talk
52 minutes
On-Demand
Rethink Your ETL with BIML
Revolutionize data warehousing with BIML: Learn to create templates for corporate standards and generate multiple packages efficiently, reducing weeks of SSIS development to hours.
YouTube
Conference Talk
1 hour 1 minute
On-Demand
Finding Your Balance - BI in the Cloud, On Premises, or Both
Explore BI solutions across cloud, on-premises, and hybrid environments. Learn about Power BI, SQL Server, Azure services, and tools for effective data analysis and decision-making.
YouTube
Conference Talk
59 minutes
On-Demand
Introduction to the Power BI Designer
Explore Power BI Designer: Create reports, connect data sources, and build dashboards efficiently. Learn setup, features, and future developments in this comprehensive introduction.
YouTube
Conference Talk
54 minutes
On-Demand
Integrating SQL Server Analysis Services with Hadoop
Explore the integration of SQL Server Analysis Services with Hadoop, focusing on leveraging big data for enhanced business intelligence and analytics capabilities.
YouTube
Conference Talk
1 hour 13 minutes
On-Demand
Upgrade and Migration Planning BI Features for SQL Server 2014 and 2016
Explore upgrade and migration strategies for SQL Server 2014 and 2016 BI features, focusing on planning and implementation best practices for seamless transitions.
YouTube
Conference Talk
1 hour
On-Demand
Unlocking the Power of What-If Analysis for BI, Data, and AI with Taipy
Explore practical implementation of what-if analysis using Taipy for data exploration and decision-making. Learn to assess outcomes by varying input parameters in datasets.
YouTube
Conference Talk
28 minutes
On-Demand
Enabling Familiar, Powerful Business Intelligence
Empower users with business intelligence through familiar Office tools and manage data needs with a powerful, scalable platform for meaningful insights across web and organizational information.
YouTube
Conference Talk
1 hour 4 minutes
On-Demand
Business Analytics Marathon - Moving From Excel to Power BI
Transition from Excel to Power BI for advanced business analytics, covering reporting, visualization, and SharePoint integration.
YouTube
Conference Talk
1 hour
On-Demand
Music Information Retrieval with Python
Explore musical AI and Python-powered music information retrieval. Learn to analyze, generate, and interact with music using code, with no prior music theory knowledge required.
YouTube
Conference Talk
30 minutes
On-Demand
Apache Spark vs Cloud-Native SQL Engines
Opinionated comparison of Apache Spark and cloud-native SQL engines, exploring their strengths, use cases, and complementary nature for data processing and business intelligence tasks.
YouTube
Conference Talk
41 minutes
On-Demand
AI for Content Moderation at PayPal
Explore AI-driven content moderation strategies at PayPal, covering challenges, datasets, pre-trained models, and multi-language support for tackling hate speech and toxic content online.
YouTube
Conference Talk
43 minutes
On-Demand
DevOps vs AGI
Explore the intersection of AI, ethics, and digital regulation, and learn how developers can contribute to solving global challenges like sustainability and peace.
YouTube
Conference Talk
48 minutes
On-Demand
Synergize AI and Domain Expertise - Explainability Check with Python
Explore model explainability using SHAP algorithm in Python, focusing on building trustworthy AI models and integrating domain expertise for practical industry applications.
YouTube
Conference Talk
27 minutes
On-Demand
Killer Robots Considered Harmful
Explore the technological, legal, and ethical aspects of autonomous weapons and automated targeting systems in military conflicts, examining their potential impacts and controversies.
YouTube
Conference Talk
44 minutes
On-Demand
The Myth of Neutrality - How AI is Widening Social Divides
Explores how AI systems perpetuate and amplify societal biases, examining real-world examples of algorithmic discrimination and discussing potential solutions for building more equitable AI technologies.
YouTube
Conference Talk
43 minutes
On-Demand
PySnooper - Never Use Print for Debugging Again
Discover PySnooper, a powerful debugging tool for Python. Learn to create code intelligence tools, make open-source projects viral, and explore alternative debugging solutions like PuDB.
YouTube
Conference Talk
30 minutes
On-Demand
Introduction to Quantum Deep Learning
Explore quantum computing's impact on deep learning, including hybrid quantum-classical models, variational circuits, and applications in reinforcement learning and NLP.
YouTube
Conference Talk
43 minutes
On-Demand
Why You Always Had Trouble Understanding Metaclasses
Explore how misleading terminology in programming can lead to confusion, using metaclasses and AI as examples. Learn the importance of clear naming for better understanding.
YouTube
Conference Talk
25 minutes
On-Demand
Machine Learning for Everyone
Discover the essentials of machine learning, neural networks, and reinforcement learning in this engaging talk. Gain practical insights and witness a mind-blowing demo to kickstart your ML journey.
YouTube
Conference Talk
37 minutes
On-Demand
30 Golden Rules of Deep Learning Performance
Discover 30 essential guidelines for optimizing deep learning models, enhancing performance, and achieving better results in AI and machine learning projects.
YouTube
Conference Talk
40 minutes
On-Demand
Explaining AI to Managers
Demystifying AI for non-technical leaders: Learn to communicate the real value and potential of artificial intelligence in business contexts without delving into complex mathematics.
YouTube
Conference Talk
30 minutes
On-Demand
Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask
Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.
YouTube
Conference Talk
30 minutes
On-Demand
Teaching Programming to the Next Generation
Explore effective strategies for teaching Python programming to young students aged 11-18, based on a successful case study in a UK secondary school.
YouTube
Conference Talk
44 minutes
On-Demand
AI in Contemporary Art
Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.
YouTube
Conference Talk
43 minutes
On-Demand
From Linear Algebra to Machine Learning
Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.
YouTube
Conference Talk
33 minutes
On-Demand
Getting Your Data Joie De Vivre Back
Explore data-driven creativity through AI and visualization, from poetry composition to image reconstruction, blending technical skills with artistic expression for fun and learning.
YouTube
Conference Talk
47 minutes
On-Demand
When to Use Machine Learning - Tips, Tricks and Warnings
Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.
YouTube
Conference Talk
39 minutes
On-Demand
May the Fuzz Be with You
Explore how LSTM neural networks and Python can generate AI-driven test inputs for software testing and network security, improving upon traditional fuzzing techniques.
YouTube
Conference Talk
25 minutes
On-Demand
A Robotic Platform for Natural and Effective Human-Robot Interaction
Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.
YouTube
Conference Talk
45 minutes
On-Demand