The AI University Courses

Machine Learning Data Pre-processing and Data Wrangling Using Python

2 reviews

Master Python data preprocessing techniques for machine learning, including handling missing values, encoding, scaling, outlier detection, and data transformation using popular libraries.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Microsoft Azure Kubernetes Services - AKS Training - Certification Topics

1 review

Learn to deploy and manage containerized applications on Azure using Kubernetes, covering cluster setup, Docker containers, and Git integration.

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

Machine Learning and Deep Learning Maths - Matrix and Vector Operations

Explore essential matrix and vector operations for machine learning and deep learning using Python, covering creation, manipulation, and mathematical computations.

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

Read CSV Files, Extract Dataset Scikit Learn & Simulate Data Using Python - Machine Learning

Learn to extract data from CSV files and databases, use scikit-learn for dataset manipulation, and simulate various types of machine learning data in Python.

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

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

Comprehensive hands-on tutorial series covering Azure cloud services, Hadoop, Spark, and machine learning, with practical demos and step-by-step guidance for various Azure tools and technologies.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Microsoft Azure Virtual Network Training - Certification Topics

Learn Azure Virtual Network essentials including Vnet peering, route tables, and public IP creation for certification preparation.

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

Microsoft Azure Storage Training - Certification Topics

Learn Azure Storage essentials, including access keys, secure signatures, Storage Explorer, and replication strategies for robust cloud data management.

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

Machine Learning and Deep Learning Bootcamp Series

Comprehensive bootcamp covering machine learning and deep learning, from data extraction to model evaluation, using Python, Scikit-learn, and Spark MLlib.

• YouTube
• 18 hours
• On-Demand
• Free Video

Deep Learning Neural Network Tutorials

Comprehensive tutorials on deep learning and neural networks, covering key concepts, architectures, and practical implementation using TensorFlow and Google Colab.

• YouTube
• 6 hours
• On-Demand
• Free Video

Machine Learning & Deep Learning Projects

Hands-on projects in machine learning and deep learning, covering chatbots, sentiment analysis, image captioning, speech recognition, customer segmentation, and facial expression detection.

• YouTube
• 12 hours
• On-Demand
• Free Video

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 hour 30 minutes
• On-Demand
• Free Video

Machine Learning Using Spark MLLib

Learn to implement machine learning algorithms using Spark MLLib, covering linear regression techniques, data preprocessing, model building, and evaluation methods in a hands-on, practical approach.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Augmented Reality Tutorial

Explore augmented reality through hands-on Unity projects. Learn to create, manipulate 3D objects, add physics, and deploy AR apps on smartphones using Vuforia.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Data Engineering Full Hands-on Course

Comprehensive hands-on introduction to data engineering, covering data lake architecture, Cloudera tools, Apache Sqoop, and practical HDFS and MySQL operations.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

YOLO V4 Object Detection Crash Course

Learn to implement YOLO v4 for object detection: from image labeling and dataset creation to model training and custom object detection, with hands-on coding and practical applications.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video