Linkedin – Learning Processing Text R Essential Training

LinkedIn Learning Processing Text R Essential Training
English | Size: 409.98 MB
Category: Tutorial


R is the language of big data-a statistical programming language that helps describe, mine, and test relationships between large amounts of data. Author Barton Poulson shows how to use R to model statistical relationships using graphs, calculations, tests, and other analysis tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate associations, and statistics for three or more variables. Challenge exercises with step-by-step solutions allow you to test your skills as you progress. [Read more…]

Pluralsight – Natural Language Processing with PyTorch

Pluralsight – Natural Language Processing with PyTorch
English | Size: 360.45 MB
Category: Programming | Cloud-Comp | HACKING | Security


This course covers the use of advanced neural network constructs and architectures, such as recurrent neural networks, word embeddings, and bidirectional RNNs, to solve complex word and language modeling problems using PyTorch.
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Packt – Natural Language Processing with Real World Projects

Packt – Natural Language Processing with Real World Projects-XCODE
English | Size: 5.72 GB
Category: Tutorial


Learn

Build applications with Python, using the Natural Language Toolkit via NLP
Create your own Chatbot using NLP
Perform several Natural Language Processing tasks
Classify text and speech using the Naive Bayes Algorithm
Use various tools and algorithms to build real-world applications
About
Natural Language Processing (NLP) offers powerful ways to interpret and act on spoken and written language. It can help you with tasks such as customer support enquiries and customer feedback analysis. As the quantity of data continues to grow at an incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations. [Read more…]

Data Processing with Python

Data Processing with Python
English | Size: 896.92 MB
Category: Tutorial


Learn how to use Python and Pandas for cleaning and reorganizing huge amounts of data.

What you’ll learn
Build 10 advanced Python scripts which together make up a data analysis and visualization program.
Solve six exercises related to processing, analyzing and visualizing US income data with Python.
Learn the fundamental blocks of the Python programming language such as variables, datatypes, loops, conditionals, functions and more. [Read more…]

Pluralsight – Monitoring Microsoft Azure Data Pipelines and Processing-ViGOROUS

Pluralsight – Monitoring Microsoft Azure Data Pipelines and Processing-ViGOROUS
English | Size: 116.57 MB
Category: Tutorial


Organizations need to get business insights from multiple, disparate sources and it is important that the pipelines and processes that enable this insight are healthy. In this course, Monitoring Microsoft Azure Data Pipelines and Processing, you will learn foundational knowledge of the core structure of data pipeline services and how to monitor them. First, you will examine the foundation of data pipelines and processes. Next, you will discover how to monitor Azure Data Factory as a control flow solution. Finally, you will explore how to monitor the HDInsight and Databricks data flow solution. When you’re finished with this course, you will have the skills and knowledge of monitoring data pipelines and processes needed to ensure the health and accuracy of generated business insights. [Read more…]

LinkedIn Learning Shooting and Processing Panoramas

LinkedIn Learning Shooting and Processing Panoramas-APoLLo
English | Size:
Category: Tutorial


When one photo doesn’t do justice to a scene, take several-and then stitch them together into a panorama. In this course, Rich Harrington details every step in the process, from shooting to stitching. Rich begins with a look at the creative options provided by panoramic photographs. He then describes the technical details for getting great original shots: how to properly mount the camera on a tripod, how to overlap each shot, which lenses deliver best results, and more. After shooting a variety of panoramas, he shows how to process them using various software tools, from Lightroom to Adobe Camera Raw and Photoshop. [Read more…]

Pluralsight – Representing Processing and Preparing Data-ViGOROUS

Pluralsight – Representing Processing and Preparing Data-ViGOROUS
English | Size: 341.63 MB
Category: Tutorial


Data science and data modeling are fast emerging as crucial capabilities that every enterprise and every technologist must possess these days. As the process of actually constructing models becomes democratized, the general view is shifting toward using the right data and using the data right. In this course, Representing, Processing, and Preparing Data, you will gain the ability to correctly represent information from your domain as numeric data, and get it into a form where the full capabilities of models can be leveraged. First, you will learn how outliers and missing data can be dealt with in a theoretically sound manner. Next, you will discover how to use spreadsheets, programming languages and relational databases to work with your data. You will see the different types of data that you may deal with in the real world and how you can collect and integrate data to a common destination to eliminate silos. Finally, you will round out the course by working with visualization tools that allow every member of an enterprise to work with data and extract meaningful insights. When you are finished with this course, you will have the skills and knowledge to use the right data sources, cope with data quality issues and choose the right technologies to extract insights from your enterprise data. [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…]

Alteryx – Data processing, Data Manipulation and Analytics

Alteryx – Data processing, Data Manipulation and Analytics
English | Size: 3.35 GB
Category: Tutorial

In this course we will make you a champion in Alteryx tool. From data extraction to business analytics this course will give you a good direction to kick start with your aspirations of delivering in Business Intelligence and/or Data Analytics. We will be majorly focusing on Business Intelligence and will add concepts of Analytics. You will learn how to extract data from raw data sources, manipulate data and utilize data for running linear and logistic regression models besides machine learning models like SVM and DT. You will also understand forecasting for a time series driven data.
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PACKT NATURAL LANGUAGE PROCESSING IN PRACTICE

PACKT NATURAL LANGUAGE PROCESSING IN PRACTICE
English | Size: 284.79 MB
Category: Tutorial

Natural Language Processing (NLP) offers powerful ways to interpret and act on spoken and written language. It can help you with tasks such as customer support enquiries and customer feedback analysis. As the quantity of data continues to grow at an incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations.
[Read more…]