Packt – Autonomous Cars Deep Learning and Computer Vision in Python

Packt – Autonomous Cars Deep Learning and Computer Vision in Python-JGTiSO
English | Size: 3.20 GB
Category: Tutorial


Learn
Automatically detect lane markings in images
Detect cars and pedestrians using a trained classifier and with SVM
Classify traffic signs using Convolutional Neural Networks
Identify other vehicles in images using template matching
Build Deep Neural Networks with Tensorflow and Keras
Analyse and visualize data with Numpy, Pandas, Matplotlib, and Seaborn
Process image data using OpenCV
Calibrate cameras in Python, correcting for distortion
Sharpen and blur images with convolution
Detect edges in images with Sobel, Laplace, and Canny
Transform images through translation, rotation, resizing, and perspective transform
Extract image features with HOG
Detect object corners with Harris
Classify data with Machine Learning techniques including regression, decision trees, Naive Bayes, and SVM
Classify data with Artificial Neural Networks and Deep Learning
About
The automotive industry is experiencing a paradigm shift from conventional, human-driven vehicles into self-driving, artificial intelligence-powered vehicles. Self-driving vehicles offer a safe, efficient, and cost-effective solution that will dramatically redefine the future of human mobility. Self-driving cars are expected to save over half a million lives and generate enormous economic opportunities in excess of $1 trillion dollars by 2035. The automotive industry is on a billion-dollar quest to deploy the most technologically advanced vehicles on the road. [Read more…]

PLURALSIGHT Oracle Autonomous Transaction Processing for Developers-JGTiSO

PLURALSIGHT Oracle Autonomous Transaction Processing for Developers-JGTiSO
English | Size: 218.10 MB
Category: Tutorial


Oracle Autonomous Transaction Processing gives developers the ability to create a fully automated, self-driving Oracle database in the cloud. This course will help you create a new database and get your application connected in just over an hour.

Every application needs a database to store its data. But setting up and managing a new database has traditionally
been a slow and time-consuming process. With Oracle Autonomous Transaction Processing, you can set up a fully
managed Oracle database hosted in the cloud in a matter of minutes. In this course, Oracle Autonomous Transaction Processing for Developers, you will learn everything you need to know to start creating applications with Autonomous Transaction Processing. First, you will learn how to create an Autonomous Transaction Processing database in the Oracle Cloud. Next, you will discover how to connect to Autonomous Transaction from various programming languages. Finally, you will explore how to manage your Autonomous Transaction Processing instance. When you are finished with this course you will have the skills and knowledge to start writing applications against Autonomous Transaction Processing and take advantage of its most important features [Read more…]

PLURALSIGHT Warehousing Data with Oracle Autonomous Data Warehouse Cloud-JGTiSO

PLURALSIGHT Warehousing Data with Oracle Autonomous Data Warehouse Cloud-JGTiSO
English | Size: 142.06 MB
Category: Tutorial


Do you have a new project that will utilize a data warehouse? Are you wanting to learn how to work with cloud systems? In this course, Warehousing Data with Oracle Autonomous Data Warehouse Cloud, you will learn foundational knowledge of provisioning and utilizing an Oracle Autonomous Data Warehouse in the Cloud. First, you will learn to provision an data warehouse. Next, you will discover how to connect to the database. Finally, you will explore how to manage and scale the data warehouse database. When you re finished with this course, you will have the skills and
knowledge to be able do administration and development on the Oracle Autonomous Data Warehouse Cloud [Read more…]