Data Science An Introduction To Statistics And Machine Learning [eBook]

Data Science An Introduction to Statistics and Machine Learning 2023 [eBook] [FCO] About Offers a gentle introduction into data science Contains numerous examples and applications Provides an overview of basic mathematical concepts and algorithms of data science This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. […]

[Coursera] Big Data Specialization (UC San Diego)

Coursera – Big Data Specialization (UCSD) [FCO] About Specialization – 6 course series Unlock Value in Massive Datasets. Learn fundamental big data methods in six straightforward courses. Specialization – 6 course series Drive better business decisions with an overview of how big data is organized, analyzed, and interpreted. Apply your insights to real-world problems and […]

Secure Data Mining [eBook]

Secure Data Mining [eBook] [FCO] About This era of information technology has a distinctive features of enormous amount of data being produced and stored by all forms human activities. Computers are used to store a huge portion of this database called computer databases, making the data accessible by the computer technology. However, enormous amount of […]

[PacktPub] Concurrent And Parallel Programming In Python [Video]

PacktPub – Concurrent And Parallel Programming In Python [Video] [FCO] About this video In a big data project, a plethora of information is retrieved, big numbers are crunched on our machine, or both. If the coding is sequential or synchronous, our application will struggle to execute. Two mechanisms to alleviate such bottlenecks are concurrency and […]

[MANNING] Graph-Powered Machine Learning [Video Edition]

[MANNING] Graph-Powered Machine Learning [Video Edition] [FCO]   Video Description I learned so much from this unique and comprehensive book. A real gem for anyone who wants to explore graph-powered ML apps. Helen Mary Labao-Barrameda, Okada Manila Upgrade your machine learning models with graph-based algorithms, the perfect structure for complex and interlinked data.   In […]

[MANNING] Machine Learning For Mere Mortals [Video]

  Video Description What can you do with machine learning? • Use social media data to put the right ads in front of your users • Predict which customers are going to leave in time to stop them • Real-time product pricing that reacts to competition and demand • Create smart SPAM filters • Read […]

[Pluralsight] Implementing NoSQL Databases in Microsoft Azure

  About Are you passionate about both the Azure cloud and NoSQL databases? If so, this course is meant for you. Quickly get up to speed with Azure Table Storage, Azure Cosmos DB multi-model APIs, and Azure Data Lake Gen2 dedicated to big data analytics. Description Discover the main Microsoft Azure managed NoSQL offerings. In […]

[PacktPub] Big Data for Architects [Video]

  ISBN 9781801075596 Course Length 7 hours 38 minutes About Do you want a guide that will help you to pick the right big data technology for your project? Or do you want to get a solid understanding of the big data architecture and pipelines? This course will help you out. After highlighting the course […]

[PentesterAcademy] Pandas for Pentesters

  Description: We are now living in a Big Data world – billions of devices communicating over millions of networks and generating petabytes of data, both at rest and in transit! Security professionals now encounter Big Data in the form of large log files, network traffic captures, forensics of large images and exports from security […]

[CloudAcademy] Developing Long-Running Tasks on Azure

  Description This course will show practical applications of key Azure features to meet the programming and configuration challenges introduced by long-running tasks. We’ll start with Azure Batches and how you can use them to create large-scale, parallel, and high-performance apps in the Azure cloud. Then we’ll go over Azure Queues and how they can […]

[SkillShare] Advanced Python Skills: become a better Python developer!

  David Armendáriz, #NeverStopLearning About This Class Welcome to Learn Python by doing! Tired of the same Python course teaching you data types and printing the same message in a for loop? It’s time to learn exciting things! In this course, you will learn a lot of built in functionalities for you to become a […]

[PacktPub] Master Big Data Ingestion and Analytics with Flume, Sqoop, Hive and Spark [Video]

  Navdeep Kaur July 17, 2019 5 hours 38 minutes Complete course on Sqoop, Flume, and Hive: Great for CCA175 and Hortonworks Spark Certification preparation Learn Explore the Hadoop Distributed File System (HDFS) and commands Get to grips with the lifecycle of the Sqoop command Use the Sqoop Import command to migrate data from MySQL […]

[SkillShare] Business and Data Analysis with SQL

  Geoff Devitt About This Class Have you thought about working with big data but don’t know where to start?  In this course, you will learn the skills of what it takes to become a data and business analyst. What we will cover: 1) Database and datawarehouse design 2) How to write queries in SQL […]

[Udacity] Data Engineering Nanodegree v1.0.0

NANODEGREE PROGRAM–nd027 Become a Data Engineer Data Engineering is the foundation for the new world of Big Data. Enroll now to build production-ready data infrastructure, an essential skill for advancing your data career. ESTIMATED TIME 5 Months At 5 hrs/week ENROLL BY August 14, 2019 Get access to classroom immediately on enrollment PREREQUISITES Intermediate Python […]

[Linux Academy] AWS Certified Big Data – Specialty Certification

Training Architect Fernando Medina Corey I’m Fernando Medina Corey – a data engineer and technical course author. I love prototyping applications with new datasets and explaining new technical concepts and tools to developers, data engineers and software architects. I also try to stay involved in my local tech scene and frequently speak and teach at […]

[Linkedin] Python: Data Analysis

Course by: Michele Vallisneri Course Info Duration: 2h 16m 20s Skill Level: Intermediate Released: November 12, 2015 Viewers: 100,458 Learn the most in-demand business, tech and creative skills from industry experts. Course details If you’re going to work with big data, you’ll probably be using R or Python. And if you’re using Python, you’ll be […]

[Lynda] Oracle Database 12c: Basic SQL

Author David Yahalom Released 1/17/2018 Mastering the SQL language is an essential skill for any Oracle professional and is the first step in becoming a true Oracle expert. As with any database platform, Oracle has its own take on the SQL language that builds on top of industry standards. In this course, Oracle instructor and […]

[Lynda] Oracle Database 12c: Advanced SQL

Author David Yahalom Released 3/29/2018 Mastering SQL is an essential skill for any Oracle professional—and the first step in becoming a true Oracle expert. In this course, Oracle instructor and consultant David Yahalom covers advanced aspects of coding using SQL in an Oracle Database 12c environment. David goes over key topics that can help you […]

[Lynda] Learning Microsoft SQL Server 2016

Author Adam Wilbert Released 8/30/2016 SQL Server can be intimidating, especially for people who have never worked with databases before. A quick overview can go a long way to making you feel more comfortable digging into its powerful capabilities. This course introduces the most important features of SQL Server 2016, and is designed to act […]

[Lynda] Machine Learning & AI Foundations: Value Estimations

Author Adam Geitgey Released 3/22/2017 Value estimation—one of the most common types of machine learning algorithms—can automatically estimate values by looking at related information. For example, a website can determine how much a house is worth based on the property’s location and characteristics. In this project-based course, discover how to use machine learning to build […]

[Lynda] Tableau 10 for Data Scientists

Author Matt Francis Updated 4/21/2017 Released 9/12/2016 Tableau is designed for data science! Move beyond the basics and delve deeper into the power of this data visualization software. Learn how to deal with messy or badly formatted data, use Tableau to answer key data analytics questions, and visualize your results with maps and dashboards. Tableau-certified […]

[Lynda] Tableau 10 Essential Training

Author Curt Frye Updated 5/10/2017 Released 10/13/2016 Tableau is the widely used data analytics and visualization tool that many consider indispensable for data-science-related work. Its drag-and-drop interface makes it easy to sort, compare, and analyze data from multiple sources, including Excel, SQL Server, and cloud-based data repositories. Tableau 10: Essential Training explains everything you need […]

[Lynda] Python: Data Analysis

Author Michele Vallisneri Released 11/12/2015 If you’re going to work with big data, you’ll probably be using R or Python. And if you’re using Python, you’ll be definitely using Pandas and NumPy, the third-party packages designed specifically for data analysis. This course provides an opportunity to learn about them. Michele Vallisneri shows how to set […]

[Lynda] NumPy Data Science Essential Training

Author Charles Kelly Released 10/7/2016 NumPy Data Science Essential Training introduces the beginning to intermediate data scientist to NumPy, the Python library that supports numerical, scientific, and statistical programming, including machine learning. The library supports several aspects of data science, providing multidimensional array objects, derived objects (matrixes and masked arrays), and routines for math, logic, […]

[Lynda] Financial Forecasting with Big Data

Preview This Course   Video Player The video is currently playing in a different window. Play video here instead Playback Speed 2x 1.75x 1.5x 1.25x 1x .75x .5x Video Quality 360p 540p 720p HD Auto Play ON OFF Popout Video (p) 00:00   00:00 / 00:00 Use Up/Down Arrow keys to increase or decrease volume. […]

[Lynda] Applied Economic Forecasting with Big Data

Author Michael McDonald Released 7/6/2017 Big data is transforming the world of business. Yet many people don’t understand what big data and business intelligence are, or how to apply the techniques to their day-to-day jobs. This course addresses that knowledge gap by showing how to use large volumes of economic data to gain key business […]