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Cloud AI Challenge with SAP HANA and Amazon SageMaker

In this Challenge we’re going to teach you how to bring together two big tools in the space of Data Science, Machine Learning and Big Data Analytics and get them to play together nicely.

With SAP HANA and Amazon SageMaker, you'll learn how to load a dataset, train a machine learning model and how to query data from a Tensorflow Serving model. We think you'll be impressed by how simple it is.

Do the quick survey, walk through the tutorial, then when you submit your ideas on how best to use these tools to solve real problems, you're in the running for the grand prize. All you have to do is click on each "Get Started" button below for instructions on how to enter.

Good luck!


Stage 1: Survey   

How much is "big" data? Let us know what you think.

Estimated time to complete: 30 seconds


Stage 2: Challenge Tutorial

Learn how to use cutting-edge cloud and database tools to analyze data and train machine learning models.

SAP HANA is a super-fast in-memory database that lets you perform SQL queries on the data stored. Or spatial queries. Or treat it like a graph. On petabytes of data in under a second. All in one package. If it were in a box it would have racing stripes down the side.

Amazon SageMaker is an AWS service that allows you to build, train, and deploy machine learning models in the cloud which is often a time-consuming and painful activity. SageMaker makes this easy.

Throw in some Python and Tensorflow and these two tools can perform wonders.

Estimated time to complete: Approx. 1 hour


Stage 3: $10,000 in AWS credits for the best ideas

Whether you are brand new to these tools or a long time user, we want your ideas on how to use these tools to solve a real-world business problem.

Each idea will be judged based on

  • The originality of the idea (whether it's a new solution or approach or a different take on an existing technology)
  • The quality of argument (how well you state the problem & solution and provide relevant examples in support of the argument)
  • The clarity of your ideas and expression (whether you have used simple, clear and coherent language to express your ideas)
  • The overall presentation (how well organized & engaging the article is)

Prizes will be awarded in each of the following categories

  1. Most unique idea using an existing application
  2. Most innovative idea using something in a new way
  3. Most innovative integration
  4. Most innovative cause for good.

To enter this challenge just write up your idea with as much (or as little) supporting material as you feel you need and submit your idea as an article to the SAP HANA and Amazon SageMaker contest section as an article.

Estimated time to complete: as long as you want!

Current Entries

Articles that match the contest criteria are automatically entered.

8 Sep 2019N
Arthur V. Ratz
In this article, we will thoroughly discuss how to properly install and configure SAP-HANA and TensorFlow Model Server to predict the S&P 500 Index.
14 Sep 2019U
Arthur V. Ratz
In this article, we will thoroughly discuss how to create and export TensorFlow S&P 500 Index prediction model and serve it using TensorFlow Model Server

Current Participants

Those with articles that match the contest criteria are automatically entered.

Akhil Mittal
India India
Akhil Mittal is a Microsoft MVP(Most Valuable Professional), C# Corner MVP, Codeproject MVP, a blogger, author and likes to write/read technical articles. Akhil has an experience of around 12 years in developing, designing, architecting enterprises level applications primarily in Microsoft Technologies. Akhil enjoys working on technologies like MVC, Web API, Entity Framework, Angular, C# and BlockChain. Akhil is an MCP( Microsoft Certified Professional) in Web Applications (MCTS-70-528, MCTS-70-515) and .Net Framework 2.0 (MCTS-70-536). Visit Akhil Mittal’s personal blog CodeTeddy for some good and informative articles.
Group type: Collaborative Group

761 members

No Biography provided
Web Developer Globe
Philippines Philippines
No Biography provided
Alex Lipov
Software Developer
Israel Israel
No Biography provided
Software Developer (Junior) Openwart
India India
No Biography provided
Andre Oosthuizen
Team Leader I-Moto Solutions
South Africa South Africa
No Biography provided
Software Developer
India India
Developing web based application since last 5 years, also interested in designing application with optimized used of available tech stacks, as well as apply those and real life experience to help out friends, colleagues,communities such as this or other forums.

MCSD (2013) certified developer.

Reach me -
Business Analyst SAP
United States United States
No Biography provided
Arthur V. Ratz
Software Developer (Senior) EpsilonDev
Ukraine Ukraine
I’m software developer, system analyst and network engineer, with over 20 years experience, graduated from L’viv State Polytechnic University and earned my computer science and information technology master’s degree in January 2004. My professional career began as a financial and accounting software developer in EpsilonDev company, located at L’viv, Ukraine. My favorite programming languages - C/C++, C#.NET, Java, ASP.NET, Node.js/JavaScript, PHP, Perl, Python, SQL, HTML5, etc. While developing applications, I basically use various of IDE’s and development tools, including Microsoft Visual Studio/Code, Eclipse IDE for Linux, IntelliJ/IDEA for writing code in Java. My professional interests basically include data processing and analysis algorithms, artificial intelligence and data mining, system analysis, modern high-performance computing (HPC), development of client-server web-applications using various of libraries, frameworks and tools. I’m also interested in cloud-computing, system security audit, IoT, networking architecture design, hardware engineering, technical writing, etc. Besides of software development, I also admire to write and compose technical articles, walkthroughs and reviews about the new IT- technological trends and industrial content. I published my first article at CodeProject in June 2015.
Arun Maiya
Software Developer (Senior)
India India
No Biography provided
Software Developer (Senior) dell
India India
This member doesn't quite have enough reputation to be able to display their biography and homepage.
Software Developer
Dominican Republic Dominican Republic
No Biography provided
Software Developer (Junior) KORE Software
Canada Canada
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Germany Germany
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Web Developer c0de3
Nigeria Nigeria
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Architect SAP SE
Netherlands Netherlands
This member doesn't quite have enough reputation to be able to display their biography and homepage.
Florian Rappl
Chief Technology Officer
Germany Germany
Florian lives in Munich, Germany. He started his programming career with Perl. After programming C/C++ for some years he discovered his favorite programming language C#. He did work at Siemens as a programmer until he decided to study Physics.

During his studies he worked as an IT consultant for various companies. After graduating with a PhD in theoretical particle Physics he is working as a senior technical consultant in the field of home automation and IoT.

Florian has been giving lectures in C#, HTML5 with CSS3 and JavaScript, software design, and other topics. He is regularly giving talks at user groups, conferences, and companies. He is actively contributing to open-source projects. Florian is the maintainer of AngleSharp, a completely managed browser engine.
Database Developer Freelance
Russian Federation Russian Federation
No Biography provided
Hamzath Kp
Founder Vodafone India
India India
I am a developer for the basical apps
Jacques Sineriz
Software Developer (Senior) Seashell
Bulgaria Bulgaria
No Biography provided
Software Developer (Junior) Inodata
India India
No Biography provided
Keviniano Gayo
Software Developer self employed
Philippines Philippines
No Biography provided
Kornfeld Eliyahu Peter
Software Developer (Senior)
Israel Israel
Born in Hungary, got my first computer at age 12 (C64 with tape and joystick). Also got a book with it about 6502 assembly, that on its back has a motto, said 'Try yourself!'. I believe this is my beginning...

Started to learn - formally - in connection to mathematics an physics, by writing basic and assembly programs demoing theorems and experiments.

After moving to Israel learned two years in college and got a software engineering degree, I still have somewhere...

Since 1997 I do development for living. I used 286 assembly, COBOL, C/C++, Magic, Pascal, Visual Basic, C#, JavaScript, HTML, CSS, PHP, ASP, ASP.NET, C# and some more buzzes.

Since 2005 I have to find spare time after kids go bed, which means can't sleep to much, but much happier this way...

Free tools I've created for you...

Software Developer (Senior)
Canada Canada
No Biography provided
Pakistan Pakistan
C# Corner MVP, UGRAD alumni, student, programmer and an author.
Member 12437877
Saudi Arabia Saudi Arabia
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Member 13875415
Software Developer (Junior) ACCESS NETWORK
India India
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Web Developer export co
United States United States
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Help desk / Support NotApplicable
United States United States
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Software Developer FullScale
Philippines Philippines
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CEO Unchained Software
United States United States
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Nigeria Nigeria
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Software Developer (Junior) EarthLink
United States United States
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Architect HCL
United States United States
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Software Developer (Senior) NA
United States United States
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MT Nguyen
Architect Contractor
Germany Germany
No Biography provided
Engineer -
Lithuania Lithuania
No Biography provided
Software Developer self employed
Australia Australia
No Biography provided
Parthasarathy Mandayam
CEO Mandayams Inc
India India
Please visit
Peter Tewkesbury
Software Developer (Senior)
United Kingdom United Kingdom
No Biography provided
Chief Technology Officer FlowEnergy
United States United States
No Biography provided
Prilvesh K
Software Developer
Fiji Fiji
Prilvesh is a Front end and Back end developer who holds certificates from Google , Microsoft and Oracle who Specializes in Web development and automation using Python and PHP.
He has experience designing developing and building Api's and secure platforms that can handle enterprise level transactions with encryption.

He often simplifies complex problems and solves them through processes and procedures that are efficient and easily understandable even by non programmers including management.
Software Developer MNC
India India
No Biography provided
Ryan Peden
Software Developer CodeProject
Canada Canada
I spent 5 years working for Ottawa startups before returning home to Toronto and landing at CodeProject.

I'm a .NET and JavaScript developer by day, but in the evening you'll often find me cooking up projects in Ruby, Haskell, Clojure, Elixir, and F#.
Web Developer ACME
Philippines Philippines
No Biography provided
Software Developer Fotojaya
Japan Japan
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Student Student
India India
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Software Developer (Senior) BNY Mellon Tel Aviv
Israel Israel
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Sumit shingadiya
Software Developer Beehive
India India
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Sushree Sangita Sahani
Software Developer (Senior)
India India
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Thomas Daniels
Belgium Belgium
Also known as ProgramFOX. I like programming, playing chess and astronomy. Administrator of Chess Variants Training[^].

Find me on:
Web Developer KORE Software
Canada Canada
No Biography provided

Cloud AI Challenge Terms & Conditions

These rules (and the CodeProject® Terms of Use and the CodeProject Contributors Agreement) govern the Image Classification Challenge (the "Contest") and set out the terms and conditions between CodeProject and its affiliates ("CodeProject" or "us/we") and each participant ("participant", "or "you"). A submission to this Contest constitutes your acceptance of these Official Contest Rules (the "Rules").

1.  How to Enter: CodeProject is offering the Contest and will award Prizes (as defined below) based on the results of judging all valid entries against the criteria established in these Rules.  

The Contest begins on 30 Aug 2019 at 12AM and ends on 1 Nov 2019 at 11:59:59 PM US Eastern Standard Time (“Contest Period”). CodeProject’s clock is the official time for the Contest. All entries must be submitted during this period in order to qualify. Participants must comply with the submission format provided by CodeProject on its website. Submissions must be in the English language.

No purchase is necessary to enter the Contest or to be eligible to win a Prize.

We are not responsible for lost, illegible, incomplete, mutilated or stolen entries; errors appearing within these Rules, in any Contest related advertisements or other materials; or other errors of any kind whether mechanical, human, electronic or otherwise. Entries that are late, illegible, incomplete, unreadable, damaged, delayed, lost, tampered with, incomprehensible, forged, mutilated, misdirected, inaccurate, unintelligible or otherwise not in compliance with these Rules will be disqualified. You must provide all of the requested information to submit a valid entry. Only those who live in jurisdictions in which this Contest is legal may enter. Prizes may be withheld or awarded to another eligible registrant if these Rules are breached. Prizes may not be exactly as shown. A reasonable US$ equivalent in lieu of the Prize may also be awarded at the sole discretion of CodeProject.

Entries shall be deemed to be submitted by the authorized account holder of the email address submitted at the time of entry unless clearly indicated otherwise. "Authorized account holder" is defined as the natural person who is assigned to an email address by an internet access provider, online service provider, or other organization (e.g. business, educational institution, etc.) that is responsible for assigning email addresses for the domain associated with the submitted email address.

2. Eligibility: This Contest is open to software development professionals & enthusiasts who are of the age of majority in their jurisdiction of residence. Residents of Quebec and of the following countries are ineligible to participate due to legal constraints: Cuba, Iran, Iraq, Libya, North Korea, Sudan, and Syria. All national and local laws and regulations of the participant’s country of residence apply. Residents of countries under U.S. embargo are not eligible to enter. Employees, officers and representatives (and members of their immediate families and those living in the same household of each) of CodeProject, its parents, subsidiaries and affiliated companies, advertising and promotion agencies, and any company involved in the design, execution, production of this Contest ("Contest entities") are ineligible. CodeProject reserves the right to verify participant eligibility at any time and all participants may be required to provide verification of eligibility. Void where prohibited. You must enroll or be enrolled as a member of to be eligible to win a Prize in this Contest.

3.  Determination of winners:

Up to $17,500 in prizes will be awarded, but only a valid entry in compliance with these Rules is eligible to win a Prize. 

Tutorial entries are limited to 1 entry per person. Duplicate entries and entries with falsified information will be disqualified. 

Article idea entries will be judged based on the following elements:   

  • originality of concept (whether it's a new solution/ approach or a different take on an existing technology)

  • quality of argument (how well you state the problem & solution and provide relevant examples in support of the argument) 

  • clarity of ideas and expression (whether you have used simple, clear and coherent language to express your ideas) 

  • overall presentation (how well organized & engaging the article is)

In addition, the votes and comments each submission receives on the CodeProject website may be taken into account. Judges decisions are final. You may withdraw your submission at any time by notifying CodeProject. Your right to win a Prize is terminated if a submission is withdrawn.

Winners will be announced on Nov 8, 2019. Winners will be notified by email following selection and may also be announced in the Daily Build newsletter or other sections of We shall have no liability for any winner notification that is lost, intercepted or not received by the potential winner for any reason and we are not obligated to leave voice mail, answering machine or other message. Proof of response by a potential winner does not constitute proof of receipt by us.

All winners will be notified via email. If after seven (7) days of the second notification to the winner, no acknowledgement or response is received, the Prize is forfeited, and CodeProject will select another winner.

Each winner acknowledges that, if and to the extent that CodeProject is legally obligated to provide a third party with information about any Prize claimed by a winner, CodeProject shall be entitled to do so.

4.  Ownership and Publicity: CodeProject does not claim ownership of your submission to the Contest (please see the “Ownership” section in the CodeProject Contributors Agreement), but by submitting an entry, you grant CodeProject, SAP and Amazon, its affiliated companies and necessary sub-licensees a worldwide, perpetual, royalty-free, irrevocable, non-exclusive, fully assignable and transferable right and license, to edit, adapt, translate, reformat your submission, to post your submission (e.g. publish, display, perform, digitally perform) to do what CodeProject feels it needs to do to manage and update the Site, to make and maintain back-up and archival copies, and to make your submission available to End Users in accordance with these Rules, CodeProject’s Contributors Agreement, and the specific EULA that you select.

By participating in the Contest, you expressly allow CodeProject, SAP and Amazon, to use and publish, in any medium or format, your name, city and country of residence, voice, statements, video, photographs and other likenesses in connection with any promotion, advertising or publicity without further consideration or notice to you. Any participant’s personal information may be used by CodeProject in order to conduct the Contest. By participating in the Contest, the participant agrees to the use of the participant’s personal information in accordance with CodeProject’s privacy policy, which can be found at

5.  Participant Warranties:

By submitting an entry to the Contest, you warrant that your submission:

  1. is a new article or a new version of an article and has not been published previously on CodeProject;

  2. does not contain any content that infringes on any third party rights, including Intellectual Property (IP) rights, and that you own or otherwise have all rights necessary to make your submission, including any and all IP rights;

  3. does not disclose any information which would constitute a violation of any confidentiality obligation;

  4. does not violate any agreement that you have with any third party; and

  5. does not contain any viruses, worms, spyware, or other components or instructions that are malicious, deceptive, or designed to limit or harm the functionality of a computer or computer system.

6.  Prizes:

As described below, there will be up to $17,500 in Contest prizes (“Prize” or “Prizes”) awarded.

Articles must be of an acceptable quality, fulfil requirement outlines for the article topic as determined solely by CodeProject, and abide by the Terms of this Contest. The total approximate retail value (“ARV”) of all Prizes will not exceed seventeen thousand five hundred ($17,500) USD. All applicable federal, state, and local tax laws apply. The value for any prize is based on the ARV at the beginning of the Contest Period. Because the ARV for any Prize may fluctuate, CodeProject has the sole right to determine the value of any Prize, or its cash equivalent, at the time that any prize is awarded.

Substitution or transfer of Prizes is not allowed. In CodeProject’s sole discretion, it may award a substitute prize of equal or greater value. The winner accepts responsibility for all federal, state and local taxes and fees in connection with the Prizes. If you are a potential winner, we may require you to sign an Affidavit of Eligibility, Liability/Publicity Release and a W-9 tax form or W-8 BEN tax form within seven (7) business days of notification. In certain countries, such as Canada, a winner may be required to correctly answer a skill testing question before becoming eligible to claim a Prize.

Apart from any Prize that may be awarded as part of the Contest, no compensation (monetary or otherwise) will be paid for your Contest submission. CodeProject is not responsible for Contest entries not received due to lost, failed, delayed or interrupted connections or miscommunications, or other electronic malfunctions. CodeProject is not responsible for incorrect or inaccurate entry information, whether caused by you or any other persons or by any of the equipment or programming associated with or utilized in the Contest.

The Prize will be shipped to the winner’s residence using standard delivery. CodeProject is not responsible for a Prize if it is lost, stolen or damaged during or after shipping, and it will not be replaced by CodeProject.

7.  Warranties and Disclaimers: Prizes come with the standard manufacture warranty only (if applicable), but Prizes are awarded “AS IS”. To the fullest extent allowable by law, CodeProject specifically disclaims any representations or warranties, express or implied, regarding the Contest or the Prizes including any implied warranty of merchantability or fitness for a particular purpose and implied warranties arising from course of dealing or course of performance.

8.  Release of Liability, Issues of Law and Indemnity: By participating in the Contest, all participants release CodeProject, its affiliates, partners, subsidiaries, officers, directors, agents, employees and all entities associated with the development and execution of this promotion from any and all liability with respect to and in any way arising from participating in this promotion, acceptance or use of a Prize. CodeProject assumes no responsibility for incorrect or inaccurate capture of entry information, technical malfunctions, human or technical error, lost, delayed or garbled data or transmissions, omission, interruption, deletion, defect or failures of any telephone or computer line or network, computer equipment, software or any combination thereof. Entry materials/data that have been tampered with or altered are void. If for any reason, in the opinion of CodeProject in its sole discretion, the Contest is not capable of running as originally planned, or if the administration, security, fairness, integrity or the proper conduct of the Contest is corrupted or adversely affected, including by reason of infection by computer virus, bugs, tampering, unauthorized intervention, fraud, technical failures or any other causes beyond its control, CodeProject reserves its right to cancel, terminate, modify, amend, extend or suspend the Contest including cancelling any method of entry, and select a winner from previously received eligible entries. CodeProject reserves its right in its sole discretion to disqualify any individual it finds to be tampering with the entry process or the operation of the Contest or to be violating the letter or spirit of the Rules or is otherwise acting in a disruptive manner. CodeProject reserves its right to seek remedies and damages to the fullest extent of the law for any attempts to deliberately damage the Contest web site or to undermine the legitimate operation of this Contest. CodeProject shall not be held responsible for any errors or negligence that may arise or occur in connection with the Contest including any damage to an entrant's computer equipment, system, software or any combination thereof, as a result of their participation in this Contest or from downloading any material from the Contest website where applicable. All participants agree to fully indemnify and hold harmless CodeProject from any and all claims by third parties relating to the Contest without limitation.  

9. Generally: CodeProject may make changes to these Rules at any time without notice to you. Participating in the Contest or accepting a Prize will constitute acceptance of the revised rules. These Rules prevail in the event of any conflict or inconsistency with any other communications, including advertising or promotional materials.

All trade names, trademarks, registered trademarks, product names and company names or logos mentioned or displayed in connection with the Contest are the property of their respective owners and may not be used in any manner whatsoever without the express written consent of their respective owners.

If, for reasons beyond CodeProject’s control (including, but not limited to, tampering or computer virus infection), the Contest is not capable of running as originally planned, CodeProject, at its sole discretion reserves the right to cancel or modify the Contest, without liability or further notice. CodeProject will not be responsible for lost, late, misdirected, damaged, or illicit submissions, or for Internet, computer hardware and software, phone, and other technical errors, omissions malfunctions, and delays. Entries are void if they contain material typographical or other errors. All entrants agree to comply fully with each provision in these Rules. Any person attempting to defraud or in any way tamper with this Contest and any person who does not comply with these Rules, will be ineligible for any Prize(s) and may be prosecuted to the fullest extent of the law.

For any feedback or questions regarding the Contest or the Prizes, please contact

10. Winners' List: For a list of Prize winners, please contact with the Subject Line “Cloud AI Challenge Winners List” by Nov 8, 2019. 


GeneralHxehost Website Error Pin
Member 38062075-Sep-19 3:26
memberMember 38062075-Sep-19 3:26 
GeneralRe: Hxehost Website Error Pin
Brigitta Navodarszky5-Sep-19 4:07
staffBrigitta Navodarszky5-Sep-19 4:07 
General17000 usd in prices Pin
Bloodday2-Sep-19 7:16
memberBloodday2-Sep-19 7:16 
GeneralRe: 17000 usd in prices Pin
Chris Maunder2-Sep-19 7:36
adminChris Maunder2-Sep-19 7:36 
QuestionTutorial not working... Unable to get Hana Client from Sap Pin
Jacques Sineriz31-Aug-19 4:38
professionalJacques Sineriz31-Aug-19 4:38 
AnswerRe: Tutorial not working... Unable to get Hana Client from Sap Pin
Ryan Peden31-Aug-19 14:17
staffRyan Peden31-Aug-19 14:17 
GeneralRe: Tutorial not working... Unable to get Hana Client from Sap Pin
srgrn31-Aug-19 21:14
membersrgrn31-Aug-19 21:14 
GeneralRe: Tutorial not working... Unable to get Hana Client from Sap Pin
Ryan Peden3-Sep-19 5:05
staffRyan Peden3-Sep-19 5:05 
Generaltime is precious Pin
Krzysztof Wozniak31-Aug-19 0:17
memberKrzysztof Wozniak31-Aug-19 0:17 
GeneralRe: time is precious Pin
Chris Maunder31-Aug-19 3:20
adminChris Maunder31-Aug-19 3:20 
GeneralRe: time is precious Pin
Prilvesh K7-Sep-19 20:43
professionalPrilvesh K7-Sep-19 20:43 

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Use Ctrl+Left/Right to switch messages, Ctrl+Up/Down to switch threads, Ctrl+Shift+Left/Right to switch pages.

Stage 2: Challenge Tutorial - Analyze data and train machine learning models

Learn how to Analyze data and train machine learning models using SAP HANA and AWS. The first 100 people who successfully complete the tutorial will win $50 in AWS credits.

If it seems daunting at first, just follow our simple instructions and let us guide you through it. By the end of the tutorial, you would have picked up valuable new skills so get started! Click here to load the tutorial.

Please click here to enter the contest entry codes.

Estimated time to complete: Approx. 20 mins

Stage 3: $10,000 on AWS for the best ideas

Publish your idea as an article on CodeProject on any topic that pertains to analyzing data and training machine learning models using SAP HANA and Amazon SageMaker. The focus of this challenge is to teach concepts to readers unfamiliar with the technology (or teach readers how to stretch themselves with advanced concepts). Topics may include tutorials, code samples and walkthroughs. Winners will be judged on clarity of ideas, readability, technical prowess and general presentation of the article.

How do I publish my ideas as articles?

Choose your topic and submit your idea as an article to the Contests chapter > SAP HANA and Amazon SageMaker section > General subsection. Contestants have until the contest deadline to write and submit as many articles as they wish (each article should focus on a single technology or platform). Please ensure you submit the article under the right section for it to appear in the contest Entries tab.

Stage 2: Challenge Tutorial

The first 100 who successfully complete the tutorial will win $50 in AWS credits. $2,500 in prizes to still be announced!

Total prize value: $7,500

Stage 3: $10,000 on AWS for the best ideas

Winners will be awarded based on these four categories:

Most unique idea using an existing application - $2,500
Most innovative idea using something in a new way - $2,500
Most innovative integration - $2,500
Most innovative cause for good - $2,500

Total prize value: $10,000 in AWS credits

You must sign in to participate in this contest.
44 days to submit
30 Aug - 1 Nov 2019

Invite others to compete