Watch videos on data governance, data modeling, data architecture, database design, NoSQL, data science, artificial intelligence, Agile, business intellilgence, data warehouse, and data strategy
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VIDEOS
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Analytics
Business Analytics Fundamentals- Data Visualization Fundamentals
- Customer Relationship Management (CRM) using Close (close.com)
- Analytics with Microsoft Excel
- Data Analytics with R
- Data Analytics with R Shiny
- Data Visualization with Tableau
- Google Analytics (GA) Made Simple
- Google Data Studio Hands-on
- Power BI: Beyond the Basics
- Zoho Analytics
- R Shiny: More Advanced Functionality
- SAS Essentials for Statistics
- Stata Advanced
- Stata Essentials
- Tableau Advanced Techniques
- Visual Basic for Applications (VBA) for Microsoft Excel
- Visual Basic for Applications (VBA) for Microsoft Excel (Beyond the Basics)
- Visual Basic for Applications (VBA) for Microsoft Excel (Advanced Techniques)
Data Science & Machine Learning
- Data Science with R Master Class
- Python in 60 Minutes
- Data Science Fundamentals
- Machine Learning Using Python
- Flask Complete Guide
- Linear Algebra Essentials
- Linear Algebra Advanced Techniques
- JDBC Essentials
- Bayes Theorem Essentials
- Data Science Modeling Tutorial
- Exploratory Data Analysis (EDA) Using R
- Building Web Crawlers for Data Acquisition with Python Scrapy
- Closed Form Solution of Linear Regression and Locally Weighted Regressions (LOWESS) using Python
- Data Visualization and Data Generation using Python and Matplotlib
- Hidden Markov Models (HMMs) Essentials
- Hidden Markov Models (HMMs) Advanced Techniques
- Manipulating Matrices using NumPy
- Markov Chains Essentials
- Markov Chains Advanced Techniques
- Multivariate Linear Regression (Multiple-Linear Regression) Essentials
- Multivariate Linear Regression (Multiple-Linear Regression) Advanced Techniques
- Naive Bayes Classifier Essentials
- Naive Bayes Classifier Advanced Techniques
- Web Scraping Using Python
- Bayesian Statistics Fundamentals
- Object Oriented Programming in Python
Advanced Data Acquisition using Python Scrapy, Selenium, and MySQL- Probability Distribution, Statistics, and Data Analysis using Pandas (Fundamentals)
- Probability Distribution, Statistics, and Data Analysis using Pandas (Advanced)
- Natural Language Processing (NLP) Using Python
- Transfer Learning Essentials
- Transfer Learning Advanced Techniques
- K-Means Clustering in Python
- Linear Regression with Python
- Scikit-learn Essentials: Mastering the Scikit-learn Machine Learning Library for Python
- The Decision Tree Algorithm in Python
- The Definitive Guide to Python Seaborn
- The Definitive Guide to Python Statsmodels
- The Logistic Regression Algorithm in Python
- The Support Vector Machine (SVM) in Python
- The XGBoost Algorithm in Python
- Machine Learning with R: K Nearest Neighbor (KNN), Linear Regression, and Text Mining
AI & Robotics
- UiPath Complete: The Definitive Guide on Using UiPath for Automation
- MicroPython Complete: The Definitive Guide to Python for Microcontrollers Using MicroPython and ESP32
- Lisp Made Simple
- Data Science and Artificial Intelligence (AI)
- Advanced Neural Networks Essentials
- Advanced Neural Networks Beyond the Basics
- Artificial Intelligence (AI) Programming with Lisp
- Artificial Intelligence Fundamentals
- Facial Detection and Recognition using OpenCV (BONUS: Create your own Snapchat Filter!)
- Convolutional Neural Networks (CNNs) Essentials
- Convolutional Neural Networks (CNNs) Architectures for Large Datasets
- Convolutional Neural Networks (CNNs) Hands-on
- Convolutional Neural Networks (CNNs) Advanced Techniques
- Managing Large Datasets using Convolutional Neural Networks (CNNs)
- Recurrent Neural Network (RNN) Essentials
- Recurrent Neural Network (RNN) Advanced Techniques
Databases
- NoSQL Complete (Using MongoDB as an example)
- MongoDB Primer
- The Definitive Guide to Redis
- ElasticSearch Made Simple
- Distributed Database (DDBMS) Made Simple
- MariaDB and SQL Server Fundamentals
- Redis Made Simple
- CockroachDB Made Simple
- PostgreSQL Made Simple
- Cassandra Fundamentals
- CouchDB Made Simple
- RethinkDB Made Simple
- Solr Made Simple
- Database Basics
- Data Structures Theory and Practice
- Database Design
- Apache Spark Essentials
- Apache Spark Beyond the Basics
- Apache Spark Hands-on
- Amazon Relational Database Service (RDS) Made Simple
- ASP.NET Core Model-View-Controller (MVC) Made Simple
- MongoDB Made Simple
- The Definitive Guide to MySQL and MariaDB
- Amazon Web Services (AWS) Databases (RDS, Aurora, RedShift, and DynamoDB) Made Simple
- Microsoft Access (MS Access) Made Simple
- Amazon Web Services (AWS) Fundamentals
- SQL Made Simple
Data Warehouse & Architecture
- Data Warehousing
- Blockchain Explanation, Usage, and Impact
The Unified Star Schema Approach to Data Warehouse Design- The Future of Data is (Not) Viral
- Cryptography and Blockchain
- Taxonomies and Ontologies
- Introduction to Linked Data and the Semantic Web
- About Blockchain
- Data Warehouse 2.0
- Version Control with Git and Github
- Apache Nifi Fundamentals
- Apache Nifi Hands-on
- Blockchain and Hashgraph Cyber Security Technologies
- Kafka Connect API Hands-on
- Kafka Fundamentals
- Big Data
- Data Warehouse Implementation with the Corporate Information Factory (CIF)
- Textual Analytics
- Textual Disambiguation
Data Management
- Data-Centric — The Revolution will not be Televised
- Enterprise Data Challenges
- How to Disrupt Data Governance
- Leveraging the Data Management Body of Knowledge (DMBOK) to Improve Modeling Outcomes
- Docker Essentials: The Definitive Guide to Docker Containerization
- Improving Workforce Data Literacy
- Certified Ethical Hacker (CEH) Certification Primer and Ethical Hacking Techniques Complete Guide
- Minimal Data Governance for Maximum Business Results
- When Data can be an Asset, Limitation, or even a Liability for the Business
- Telling Your Data Management Story with the 3Vs : Vocabulary, Voice and Vision
- Authentication and Integrity Tools
- Confidentiality Tools for Data Professionals
- The Definitive Guide to Software Defined Networking (SDN)
- The Definitive Guide to the Cisco Identity Services Engine (ISE)
Data Modeling
- Clarifying Complexity
- NoSQL Data Modeling using an Agile Approach
- DIY Corporate Data Model: Develop your own Corporate Data Model Framework in 3 Hours, Using Patterns
- A Database Professional’s Guide to Normal Forms
- Harness the Power of the Rosedata Stone with the Business Terms Model
- Modeling of Reference Schemes
- Data Vault Basics
- Thinking in Documents
- Data Modeling Certification Overview
- Hybrid Data Vault 2.0 Case Study: Data Warehousing in the Real World
- Relational Algebra and Relational Calculus (Concepts and Practice using MariaDB)
- Data Modeling Overview for Managers
Agile
- A Foundation For All Things Process
- Agile for Data Professionals
- Scrum Product Owner Toolkit
- Using Balsamiq for Prototypes, Wireframes, and Mockups
- Agile and Data: From Rhetoric to Reality
- Using InVision Cloud for Prototypes, Wireframes, and Mockups
- ITIL Foundation Certification Primer
- Scrum Master Toolkit
- Agile and Scrum for Stakeholders
- Agile Project Planning with Scrum
- The Definitive Guide to the Laravel Framework
- Agile Software Development Essentials
- Kanban Essentials
- Managing Agile Projects with Jira
- Agile Software Development with Scrum
Java & C++
- Java 10 Fundamentals
- JSON (JavaScript Object Notation) Structure and Design
- React (React.js or ReactJS) Essentials
- React (React.js or ReactJS) Hands-on
- jQuery Made Simple
- C++ 1-D Arrays
- C++ 2-D Arrays
- C++ Binary Search Algorithm
- C++ Binary Search Trees Essentials
- C++ Binary Trees Essentials
- C++ Dynamic Programming Advanced Techniques
- C++ Graphs Essentials
- C++ Linked Lists Essentials
- C++ Linked Lists Advanced Techniques
- C++ Pointers
- C++ Recursion
- C++ Sorting Algorithms
- C++ Strings (Character Arrays)
- Scala Essentials
