Why i love Apache Spark?

I presented a lecture at University of Manchester for course module Business Analytics (BMAN24542) - I was one of a number of IBM speakers over this 10 week module. The presentation highlights the challenges that organisations face in managing business performance, describing vision and strategy using real examples to illustrate the most important point - it's all about driving smarter decisions for better business outcomes. It then goes on to outline the reporting and visualisation options that help people get the value out of those analytics platforms.

Visualisation And Reporting: where the Analytics tyres hit the road

Michael Sadler

With an explosion of data, today’s emerging needs are not being met by existing technologies, which require rich skill sets and expertise. Companies that want to lead changes in highly competitive markets must optimize their storage, speed, and spending. The key is for them to augment their data management and analytics platforms with artificial intelligence and machine learning for analysts, engineers, and other users.

Augmented OLAP for Big Data

Luke Han

Big Data, Machine Learning, and AI have created new opportunities for organizations worldwide, but this has also put tremendous pressure on IT and data engineering teams to scale and maintain analytics performance on massive datasets. This presentation at Strata Data Conference London 2019 by Luke Han explains how Augmented OLAP technology solves the challenges of analytics on massive datasets while reducing IT costs. Learn more about this powerful approach to Big Data here: https://kyligence.io/

Augmented OLAP Analytics for Big Data

Tyler Wishnoff

Simplify service operations and improve reliability of events with machine learning and analytics Your data centre creates a lot of events — from low-level disk warnings to critical network issues and even service-level failures. With so many events and false positives, how do you know which events are important and which ones to ‘throw away’? Your current rules-based tools don’t work they are inflexible, cannot handle event volumes from today’s transient infrastructures and do not provide actionable alerts that help you fix the important problems first. Join this webinar to learn how Splunk IT Service Intelligence employs the power of machine learning to provide actionable human scale alerts with service context in an integrated solution, enabling IT teams to focus on fixing what’s broken quickly and easily. Learn how you can rapidly apply machine learning to: - Catch anomalous behavior to detect events before they become critical incidents - Avoid having to create manual rules and set adapt thresholds dynamically - Automatically correlate data to generate highly qualified information, so you can take fast action - Prioritize and speed up investigation on the most important incidents with service context

Rage WITH the machine, not against it: Machine learning for Event Management

Splunk

Data plays a big role in building the kinds of experiences demanded by the market today. In this session, we’ll unpack what goes into building a data-driven app, case studies of how organizations have successfully overcome siloed data and analytics to bring new predictive features into their applications, and what your next steps for data should be on your digital transformation journey. Speaker: Les Klein, EMEA CTO Data, Pivotal

Role of Data in Digital Transformation

VMware Tanzu

Data and its Role in Your Digital Transformation

VMware Tanzu

ODSC May 2019 - The DataOps Manifesto

IBM_cloud_ecosystem_development_france

06 summary

Building AI applications is a very complex process involving steps and workflows which are becoming more complex every other day. Its a circle since the AI application is nothing but a feedback loop between various steps involving data. Consider the below picture a data scientist or ML engineer has to work through. Now my mission as an evangelist of the AI technology who sees a lot of promise in this technology would like to make it simple so we can empower more professionals in the business to become what we call "citizen data scientists". A citizen data scientist is a business person empowered so well that he can combine his domain knowledge with tools an expert data scientist uses in a simplified way. We have seen this impacting customer experience in 5x and revenue increase in the range of 15-20%.

Auto AI : AI used to create AI applications

Karan Sachdeva

IBM Smarter Analytics

Adrian Turcu

These are the slides from the webinar broadcast on April 1st 2020, presented by Philipp Drieger. Content covers: - Introduction to AI and ML Features in Splunk - Customer Use Case Examples - Live Demo of Machine Learning Toolkit, with examples for: Methods for Anomaly Detection, Predictive Analytics and Forecasting, and Clustering - Custom Machine Learning, incl.: Advanced Containerization and Expansion with MLSPL API

Splunk Artificial Intelligence & Machine Learning Webinar

Splunk

Washington DC DataOps Meetup -- Nov 2019

Organizations are faced with an increasingly complex data landscape, finding themselves unable to cope with exponentially increasing data volumes, compounded by additional regulatory requirements with increased fines for non-compliance. Enterprise architecture and data governance are often discussed at length, but often with different stakeholder audiences. This can result in complementary and sometimes conflicting initiatives rather than a focused, integrated approach. Data governance requires a solid data architecture foundation in order to support the pillars of enterprise architecture. In this session, IDERA’s Ron Huizenga will discuss a practical, integrated approach to effectively understand, define and implement an cohesive enterprise architecture and data governance discipline with integrated modeling and metadata management.

Data Architecture - The Foundation for Enterprise Architecture and Governance

DATAVERSITY

seven steps to dataops @ dataops.rocks conference Oct 2019

An introduction to data engineering & data science using Apache Spark and Java. Get Spark in Action 2e, at http://jgp.ai/sia. In this presentation, I start by loading a few CSV files in Spark (ingestion) and displaying them through the help of this new tool I build, dṛṣṭi. As you can expect, I clean the data, join it, transform it, and continue to visualize it through dṛṣṭi. I use Delta Lake to create a cache for my data and explain what imputation is and show I can use imputation on my datasets to add the missing datapoints. I then use Spark on simple linear regressions to predict/forecast data. dṛṣṭi is open source (Apache 2 license) and is available at: https://github.com/jgperrin/ai.jgp.drsti. All the labs are available at https://github.com/jgperrin/ai.jgp.drsti-spark.

The 10 Best Data Analytics And BI Platforms And Tools In 2020

Bernard Marr

Big Data: Introducing BigInsights, IBM's Hadoop- and Spark-based analytical p...

Cynthia Saracco

Data Analytics for Finance

ellenica

Big Data Careers

Steven Miller

Similar to Why i love Apache Spark? (20)

Opportunities and Pitfalls of Prototyping with Artificial Intelligence berl...

Your Data Nerd Friends Need You!

Visualisation And Reporting: where the Analytics tyres hit the road

Augmented OLAP for Big Data

Augmented OLAP Analytics for Big Data

Rage WITH the machine, not against it: Machine learning for Event Management

Role of Data in Digital Transformation

Data and its Role in Your Digital Transformation

ODSC May 2019 - The DataOps Manifesto

06 summary

Auto AI : AI used to create AI applications

IBM Smarter Analytics

Splunk Artificial Intelligence & Machine Learning Webinar

Washington DC DataOps Meetup -- Nov 2019

Data Architecture - The Foundation for Enterprise Architecture and Governance

seven steps to dataops @ dataops.rocks conference Oct 2019

The 10 Best Data Analytics And BI Platforms And Tools In 2020

Big Data: Introducing BigInsights, IBM's Hadoop- and Spark-based analytical p...

Data Analytics for Finance

Big Data Careers

More from Jean-Georges Perrin

It's painful how much data rules the world

Apache Spark v3 is a new milestone for the Big Data framework. In this session, you will (re)discover what Spark is, learn about the new features in its third major version, and go through a complete end-to-end project. I like to call Spark an Analytics Operating Systems. It is offering far more than just a framework or a library. I will explain why. Spark v3 is the latest major evolution. It was released mid-June 2020 and adds impressive new features. After looking at them from a high level, I will detail a few of my favorites. Finally, as we all like code (well, at least I do), I will demonstrate a complete data & AI pipeline looking at Covid-19 data. Key takeaways: Spark as an Analytics OS, Spark v3 highlights, building data/AI pipelines/models with Spark. Audience: software engineers, data engineers, architects, data scientists.

Apache Spark v3.0.0

Big data made easy with a Spark

"Big Data made easy with a Spark" is the presentation I gave for ATO (AllThingsOpen) 2018. In this hands-on session, you will learn how to do a full Big Data scenario from ingestion to publication. You will see how we can use Java and Apache Spark to ingest data, perform some transformations, save the data. You will then perform a second lab where you will run your very first Machine Learning algorithm!

Big Data made easy with a Spark

Those slides were used for NC Tech's lunch and learn on Aug. 22 2018. This lunch and learn, hosted by Veracity Solutions, you will learn how Spark can help your business build a pragmatic technology roadmap to AI (Artificial Intelligence), Machine Learning, and Big Data analytics. Apache Spark is a wonderful platform for distributed data processing and analytics, but how is it used by different organizations? How difficult is it to on-board a team, what technology do they need to master before on-boarding, do they have to master Scala or simply use their Java skills? You will find answers to those questions, get a realistic perspective on the platform, and see code (because we are all a bit geeks, right?) Full link to the event: https://www.nctech.org/events/event/2018/lunch-and-learn-august22.html.

The road to AI is paved with pragmatic intentions

Spark Summit Europe Wrap Up and TASM State of the Community

Spark hands-on tutorial (rev. 002)

Spark Summit 2017 - A feedback for TASM

HTML (or how the web got started)

2CRSI presentation for ISC-HPC: When High-Performance Computing meets High-Pe...

Vision stratégique de l'utilisation de l'(Open)Data dans l'entreprise

Informix is not for legacy applications

Vendre des produits techniques

Vendre plus sur le web

Vendre plus sur le Web

GreenIvory : products and services

GreenIvory : produits & services

A la découverte des nouvelles tendances du web (Mulhouse Edition)

MashupXFeed et la stratégie éditoriale - Workshop Activis - GreenIvory

MashupXFeed et le référencement - Workshop Activis - Greenivory

At the recent Microsoft Ignite 2023 conference, Microsoft unveiled a groundbreaking strategy that will redefine enterprise work management. The plan involves integrating Microsoft’s key planning tools, Microsoft To Do, Microsoft Planner, and Microsoft Project for the web into a unified experience called “Microsoft Planner.” What does this new strategy from Microsoft mean for current users? Join us and learn how best to take advantage of this announcement while gaining a clear path on how to elevate the current state of Microsoft Planner from a basic task manager to a comprehensive tool for Enterprise Work Management using OnePlan. Learn how OnePlan’s integration with Microsoft Planner allows for strategic alignment with business goals through advanced features like strategic planning, portfolio management, resource management, financial management, and more!

More from Jean-Georges Perrin (20)

It's painful how much data rules the world

Apache Spark v3.0.0

Big data made easy with a Spark

Big Data made easy with a Spark

The road to AI is paved with pragmatic intentions

Spark Summit Europe Wrap Up and TASM State of the Community

Spark hands-on tutorial (rev. 002)

Spark Summit 2017 - A feedback for TASM

HTML (or how the web got started)

2CRSI presentation for ISC-HPC: When High-Performance Computing meets High-Pe...

Vision stratégique de l'utilisation de l'(Open)Data dans l'entreprise

Informix is not for legacy applications

Vendre des produits techniques

Vendre plus sur le web

Vendre plus sur le Web

GreenIvory : products and services

GreenIvory : produits & services

A la découverte des nouvelles tendances du web (Mulhouse Edition)

MashupXFeed et la stratégie éditoriale - Workshop Activis - GreenIvory

MashupXFeed et le référencement - Workshop Activis - Greenivory

Recently uploaded

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

OnePlan Solutions

Looking for an efficient way to manage your finances? Look no further than our money management app. With easy-to-use features, you can track your expenses, create budgets, and monitor your savings goals all in one place. Our app provides real-time updates on your spending habits and helps you make smarter financial decisions. Take control of your finances today with our user-friendly money management app.

Right Money Management App For Your Financial Goals

Jhone kinadey

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

Abortion Pill Prices Tembisa [(+27832195400*)] 🏥 Women's Abortion Clinic in Tembisa ● Abortion Pills For Sale in Tembisa ● Tembisa 🏥🚑!! Abortion Clinic Near Me Cost, Price, Women's Clinic Near Me, Abortion Clinic Near, Abortion Doctors Near me, Abortion Services Near Me, Abortion Pills Over The Counter, Abortion Pill Doctors' Offices, Abortion Clinics, Abortion Places Near Me, Cheap Abortion Places Near Me, Medical Abortion & Surgical Abortion, approved cyctotec pills and womb cleaning pills too plus all the instructions needed This Discrete women’s Termination Clinic offers same day services that are safe and pain free, we use approved pills and we clean the womb so that no side effects are present. Our main goal is that of preventing unintended pregnancies and unwanted births every day to enable more women to have children by choice, not chance. We offer Terminations by Pill and The Morning After Pill.” Our Private VIP Abortion Service offers the ultimate in privacy, efficiency and discretion. we do safe and same day termination and we do also womb cleaning as well its done from 1 week up to 28 weeks. We do delivery of our services world wide SAFE ABORTION CLINICS/PILLS ON SALE WE DO DELIVERY OF PILLS ALSO Abortion clinic at very low costs, 100% Guaranteed and it’s safe, pain free and a same day service. It Is A 45 Minutes Procedure, we use tested abortion pills and we do womb cleaning as well. Alternatively the medical abortion pill and womb cleansing !!!

Abortion Pill Prices Tembisa [(+27832195400*)] 🏥 Women's Abortion Clinic in T...

Medical / Health Care (+971588192166) Mifepristone and Misoprostol tablets 200mg

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Philip Schwarz

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

WSO2

%in Midrand+277-882-255-28 abortion pills for sale in midrand

Conference: Engage2024 in Antwerp Type: Workshop Speakers: Florian Vogler, Henning Kunz, Christoph Adler Title: Navigating the Future with The Hitchhiker's Guide to Notes and Domino 14 Abstract: Embark on an exhilarating journey with industry trailblazers Florian Vogler, Henning Kunz, and Christoph Adler in this not-to-be-missed workshop at the forefront of the tech universe. Get ready for a thrilling kick-off as we navigate the current state of the HCL universe, setting the stage for an exploration of the groundbreaking Notes and Domino 14. Discover the latest enhancements and revolutionary features that will redefine your experience. In this interactive session, unlock a treasure trove of tips and tricks to elevate your utilization of version 14, both with and without the game-changing panagenda MarvelClient. Brace yourself for also diving into Nomad, Nomad Web, and VoltMX, expanding your horizons in the expansive HCL landscape. Be a part of this exclusive opportunity to stay ahead in the ever-evolving world of HCL technologies. Your journey to mastering Notes and Domino 14 begins here. And remember, in the spirit of intergalactic exploration, don't forget to bring your towel!

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

panagenda

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

Announcing Codolex 2.0 from GDK Software

Jim McKeeth

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

(Vivek)Call Us, 8448380779,Call girls in Delhi NCr – We Offer best in class call girls. escort Service At Affordable Price At low Rate with Space Night 8000 We Are One Of The Oldest Escort and Call girls Agencies in Delhi. You Will Find That Our Female Escorts Are Full Of Fun, Sexy And They Would Love Enjoy Your Company. We Have A Fantastic Selection Of Escort Ladies Available For In-Calls As Well As Out-Calls. Our Escorts Are Not Only Beautiful But All Have Great Personalities Making Them The Perfect Companion For Any Occasion. In-Call:- You Can Come At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call:- You have To Come Pick The Girl From My Place We Are Also Provide Door Step Services (Delhi Ncr, Noida, Gurgaon, Faridabad, Ghaziabad Note:- Pic Collectors Time Passers Bargainers Stay Away As We Respect The Value For Your Money Time And Expect The Same From You Hygienic:- Full Ac room And Clean Rooms Available In Hotel 24 * 7 Hourly In Delhi NCR More Details, With WhatsApp Number, +91-8448380779

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

Delhi Call girls

VTU technical seminar 8Th Sem on Scikit-learn

AmarnathKambale

ADR, or Architecture Decision Record, is a valuable tool in software development for several reasons. It provides a centralized location for documenting and tracking architectural decisions, aiding both current and future team members. ADRs enhance communication among team members by documenting the rationale behind architectural decisions, especially beneficial during onboarding of new team members or when revisiting decisions. They serve as a knowledge base, enabling teams to learn from past decisions and refine their decision-making process. Additionally, ADRs contribute to transparency by helping stakeholders understand the reasons behind specific architectural choices. As with any other tool or process, introducing them into an organization can face several obstacles, and overcoming these challenges is crucial for successful implementation. In this talk I go through some common problems and our way of solving them.

Architecture decision records - How not to get lost in the past

Papp Krisztián

WSO2CON 2024 - Does Open Source Still Matter?

WSO2

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

Delhi Call girls

Model Call Girl Services in Delhi reach out to us at 🔝 9953056974 🔝✔️✔️ Our agency presents a selection of young, charming call girls available for bookings at Oyo Hotels. Experience high-class escort services at pocket-friendly rates, with our female escorts exuding both beauty and a delightful personality, ready to meet your desires. Whether it's Housewives, College girls, Russian girls, Muslim girls, or any other preference, we offer a diverse range of options to cater to your tastes. We provide both in-call and out-call services for your convenience. Our in-call location in Delhi ensures cleanliness, hygiene, and 100% safety, while our out-call services offer doorstep delivery for added ease. We value your time and money, hence we kindly request pic collectors, time-passers, and bargain hunters to refrain from contacting us. Our services feature various packages at competitive rates: One shot: ₹2000/in-call, ₹5000/out-call Two shots with one girl: ₹3500/in-call, ₹6000/out-call Body to body massage with sex: ₹3000/in-call Full night for one person: ₹7000/in-call, ₹10000/out-call Full night for more than 1 person: Contact us at 🔝 9953056974 🔝. for details Operating 24/7, we serve various locations in Delhi, including Green Park, Lajpat Nagar, Saket, and Hauz Khas near metro stations. For premium call girl services in Delhi 🔝 9953056974 🔝. Thank you for considering us!

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

9953056974 Low Rate Call Girls In Saket, Delhi NCR

WSO2CON2024 - It's time to go Platformless

WSO2

%in Soweto+277-882-255-28 abortion pills for sale in soweto

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of Winnipeg back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal. Attraction Spells

%+27788225528 love spells in Knoxville Psychic Readings, Attraction spells,Br...