The AI University Courses

Machine Learning, Deep Learning Maths | Matrix & Vector Operations

Syllabus: Element-wise Operation using Inline Function - Python | What are Inline Functions in Python?. Machine Learning Mathematics - Create Matrix using Python. Machine Learning Mathematics - Create Vectors using Python. Calculate Matrix Addition and S…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Read csv files, extract dataset scikit learn & simulate data using Python | Machine Learning

Syllabus: Load or Extract Data from MySQL DB or CSV file for ML | Extract Data using Sklearn Python for ML.Simulate Machine Learning Classification Data | Data Simulation Technique using Python.Simulate Machine Learning Regression & Clustering Data |…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Hadoop, Machine & Deep Learning on Azure Cloud | Tutorial Series

Syllabus: Microsoft Azure Handson Tutorial Series.Best Explanation of Azure Portal Dashboard.Azure Virtual Machine Primer.Handson steps to Create Microsoft Azure Virtual Machine Demo - Part 1.Handson steps to Create Microsoft Azure Virtual Machine Demo -…

• YouTube
• 2-3 hours worth of material
• On-Demand
• Free Online Course

Microsoft Azure Virtual Network Training | Certification Topics

Syllabus: Azure Virtual Networks Explained (Certification Topic). Best way to do Vnet to Vnet Peering in Microsoft Azure (Certification Topic). Route Table Explained Azure Virtual Network (Certification Topic). Create Public IP Microsoft Azure Virtual Ne…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Microsoft Azure Storage Training | Certification Topics

Syllabus: Microsoft Azure Storage Quick Introduction. Microsoft Azure Storage Access Keys and Secure Access Signature. Microsoft Azure Storage Explorer Explained. Microsoft Azure Storage Replication & Redundancy.

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Microsoft Azure Kubernetes Services (AKS) Training | Certification Topics

Syllabus: Microsoft Azure Kubernetes Service Hands-on Tutorial - Introduction. Microsoft Azure Kubernetes - Spin up Cluster and Run the App. Microsoft Azure Kubernetes - Run Docker Container. Azure Kubernetes Services - Execute the Code from Git.

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Machine Learning Data Pre-processing & Data Wrangling using Python

Syllabus: 1.Introduction to Python libraries(Data Scientist's arsenal).2.Introduction to Python Datasets (.csv files).3.Dataset Missing Values & Imputation (Detailed Python Tutorial) | Impute Missing values in ML.4.One Hot Encoding to process Categor…

• YouTube
• 4-5 hours worth of material
• On-Demand
• Free Online Course

Deep Learning Neural Network Tutorials

Syllabus: How to Train Deep Learning Model on Google Colab for FREE | Train Neural Network on GPU Machine. Google Colaboratory for free GPU -(Neural Network Model Training) | Part 2. Differentiate between Deep Learning and Machine Learning | Tensorflow T…

• YouTube
• 6 hours worth of material
• On-Demand
• Free Online Course

Machine Learning & Deep Learning Projects

Syllabus: How to Build a contextual Chatbot using Tensorflow - Introduction.How to Build an Amazing contextual Chatbot using Tensorflow - Part 2 | NLP Concepts.How to Build an amazing Contextual Chatbot using Tensorflow - Part 3 | Develop Neural Network…

• YouTube
• 12 hours worth of material
• On-Demand
• Free Online Course

Natural Language Processing

This course provides an understanding of natural language processing, its tools, techniques, philosophy and principle. It will cover Tokenization, Stop Words and Word Embedding.

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Machine Learning using Spark MLLib

Syllabus: Simple Linear Regression using Scikit Learn & Spark MLLib | Introduction & Intuition. Enable Apache Spark(Pyspark) to run on Jupyter Notebook - Part 1 | Install Spark on Jupyter Notebook. Enable Apache Spark(Pyspark) to run on Jupyter Notebook…

• YouTube
• 2-3 hours worth of material
• On-Demand
• Free Online Course

Augmented Reality Free Tutorial

Syllabus: Augmented Reality Free Course | Introduction & Demo. Step by Step Guide to Download & Install Unity Hub & Editor | Augmented Reality. How to Create, Position, Rotate & Scale the GameObject in Unity | Augmented Reality Course. Add Physics based…

• YouTube
• 2-3 hours worth of material
• On-Demand
• Free Online Course

Data Engineering Full Hands-on Course

Syllabus: Data Engineering Full Hands-on Course | Introduction | Responsibilities of Data Engineer. Data Lake Architecture every Data Engineer Looking for | Data Lake Architecture Diagram. Download and Install Cloudera Quickstart VM and VirtualBox. Cloud…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Machine Learning & Deep Learning Bootcamp Series

A comprehensive online course covering the OSEMN Framework w/ hands-on examples to demonstrate data extraction & ML techniques to process, clean, and manage data.

• YouTube
• 18 hours worth of material
• On-Demand
• Free Online Course

YOLO v4 Object Detection Crash Course

This course covers all aspects of YOLOv4 Object Detection, from how it works and how to build it, to label images and videos and create annotation files, to downloading image datasets from Google Image Dataset, creating training and test files for YOLOv4…

• YouTube
• 2-3 hours worth of material
• On-Demand
• Free Online Course