Microsoft Certifications in Business Intelligence and Data Science


The extensive list of Microsoft certifications includes the ones in business intelligence and data science domains. As data science and business intelligence consultants, we can easily explain why these certificates are so popular: these directions are actively developing and the relevant workforce is highly demanded on the market.

Here, we take a closer look at the current situation with Microsoft certifications that prove the mastery of SQL Server, Power BI, Excel, and Azure services that relate to AI and machine learning (we’ll call them business intelligence and data science certificates) and explain what skills they verify, how to get them and what benefits they can bring.

Microsoft-bi-certifications

Benefits of having Microsoft certifications

For companies, having a Microsoft certified specialist on board means having skills that the company can make use of in real-life projects. According to the research, Microsoft certified developers are 90% more productive and nearly 60% more efficient compared to their non-certified peers.

For a vast number of BI and data science-related jobs like BI developers, data scientists and data analysts, Microsoft certifications serve as a quality mark. That’s the first-hand experience that ScienceSoft’s analytics team can share. Being Microsoft certified turns a competitive advantage and increases the holders’ chances for hiring and having a higher salary than their uncertified peers. Plus, this demonstrates their desire and ability to learn and develop.

Available Microsoft BI and data science certifications

At Inspire 2019, Microsoft announced significant changes in their certification program and the adoption of role-based certifications. For example, they are moving away from Microsoft Certified Solutions Associates and Microsoft Certified Solutions Experts (or MCSAs and MCSEs, which are still available) and introducing the ‘Microsoft Certified’ status that goes along with the job role and the level achieved within their certification framework (Fundamentals, Associate, or Expert). Besides, Microsoft will extend their list of certifications with 10+ roles in January – June 2020 with some of them possibly being from BI or data science domains.

As of September 2019, the list of available BI and data science certifications looks as follows:

Certification name The skills that the certification proves

Microsoft business intelligence certifications

Please note that according to the classification suggested by Microsoft, this group of certificates is called Data Analytics and Management.

MCSA: SQL Server 2012/2014
  • Modifying data with Transact-SQL.
  • Running queries with Transact-SQL and optimizing queries.
  • Installing and configuring SQL Server 2012/2014.
  • Backing up and restoring SQL Server 2012/2014 databases.
  • Securing SQL Server 2012/2014.
  • Designing and implementing a data warehouse with Microsoft SQL Server 2012/2014.
  • Configuring and deploying SQL Server Integration Services solutions.
MCSA: SQL 2016 Database Development
  • Managing data with Transact-SQL.
  • Querying data with Transact-SQL.
  • Designing, implementing and optimizing databases.
MCSA: SQL 2016 Database Administration
  • Configuring data access and auditing.
  • Managing backup and restore of databases.
  • Managing high availability and disaster recovery.
  • Managing and monitoring databases and instances.
  • Managing storage.
MCSA: SQL 2016 BI Development
  • Designing, implementing, and maintaining a data warehouse.
  • Designing and implementing extract, transform, and load (ETL) processes.
  • Implementing BI solutions using multidimensional and tabular data models and online analytical processing (OLAP) cubes.
  • Building data quality solutions.
MCSA: BI Reporting

Using Microsoft Power BI and Excel to perform data analysis:

  • Connecting to data sources.
  • Performing basic and advanced data transformations.
  • Cleaning data.
  • Creating and optimizing data models.
  • Visualizing data.
MCSE: Data Management and Analytics
  • Administering SQL Server Database.
  • Designing, implementing and maintaining enterprise-scale BI solutions.
  • Analyzing and visualizing data.

Microsoft data science certifications that embrace big data and machine learning

Please note that according to the classification suggested by Microsoft, this group of certificates is called Azure certification.

Microsoft Certified: Azure AI Engineer Associate
  • Designing and implementing AI solutions.
  • Monitoring and evaluating the AI environment.
Microsoft Certified: Azure Data Engineer Associate
  • Designing, implementing, managing and optimizing Azure data storage solutions.
  • Designing data processing and data security procedures.
Microsoft Certified: Azure Data Scientist Associate
  • Preparing data for modeling.
  • Performing feature engineering.
  • Developing data science models.

How to get Microsoft BI and data science certifications?

To get a certification, a candidate should make a certain path suggested by Microsoft. Mainly, this path consists of two corresponding exams. However, there are cases when a candidate should satisfy some prerequisites first. For example, to get MCSE: Data Management and Analytics, a candidate should first attain one of the relevant MSCAs in the business intelligence domain.

To show various BI and data science paths that Microsoft offers, we’ve compiled two convenient schemes:

Microsoft business intelligence certification paths

Microsoft BI certification paths

Microsoft data science certification paths

Microsoft data science certification paths

For each exam, Microsoft shares clear guidelines. They describe what skills will be tested, indicate sample tasks and the share of this kind of tasks in the overall test. Besides, Microsofts provides rich learning materials and a candidate can choose the preferred preparation option, be it instructor-led or self-paced training, studying relevant books or taking official practice tests.

How much do certifications cost?

The certification cost depends on the path that a candidate is to follow. As the cost of one exam is $165, the final cost will depend on the number of exams in a path that a candidate should take. Let’s consider the longest (and therefore the most expensive path) – earning the MCSE Data Management and Analytics certification by a candidate following the MCSA SQL Server 2012/2014 path. As the candidate has to pass four exams, the total cost of getting the MCSE is $660 (in case, a candidate passes all the exams on their first attempt). By the way, a candidate is allowed to take a certain exam no more than 5 times within 12 months.

Still, we strongly recommend clarifying the exact pricing before registering to take an exam, as Microsoft grants discounts to some candidates, for example, Microsoft Partner Network members, as well as makes promotional offers.

Do Microsoft certifications expire?

Technically, Microsoft BI certifications don’t expire. However, each certification is always bound to a specific date when it’s earned. As the technologies evolve and their fresher versions replace their predecessors, it’s natural to expect that a certification earned in 2012 may fail to create a competitive advantage in 2019. Perfectly understanding this, Microsoft regularly updates their exams. Plus, they usually offer transitional exams to help renew the certification at a discount.

To go or not to go for Microsoft BI and data science certifications?

We, at ScienceSoft, see strong arguments for obtaining Microsoft BI and data science certifications:

  • Microsoft is a world-known tech giant, and their certifications serve as a quality mark for BI and data science specialists worldwide.
  • The list of Microsoft business intelligence tools is vast, and they are widely used for data warehouses, OLAP cubes and reporting components of analytics solutions, which makes the specialists that have mastered such tools highly demanded.
  • Microsoft Azure is among the top three cloud providers in 2019, so the mastery of Azure technologies is a true competitive advantage for the specialists working in data science and big data domains.

Save 20% On No Rest For The Wicked, And Get A Free Game For A Limited Time


The gorgeous action-RPG No Rest for the Wicked launched in early access on Steam this week, letting PC players experience the dark fantasy adventure’s first act plus a selection of side content. The game retails for $40, but you can grab it for just $32 at Fanatical. You’ll also get a free “Overwhelmingly Positive” Steam game with your order for spending over $30 during Fanatical’s Level Up Sale. Alternatively, you can get No Rest for the Wicked for $31.31 at Green Man Gaming if you’re an XP member.

Regardless of whether you order at Fanatical or Green Man Gaming, you’ll instantly receive a key that can be redeemed on Steam.

No Rest for the Wicked is the next game from Moon Studios, the acclaimed development team behind Ori and the Blind Forest and Ori and the Will of the Wisps. No Rest for the Wicked swaps the whimsical 2D side-scrolling of the Ori games for a dark fantasy top-down action-RPG approach inspired by Diablo and From Software’s Dark Souls, while featuring the rich, hand-drawn visual style the studio is famous for. Just, y’know… way grimmer and darker than anything we saw in Ori.

No Rest for the Wicked’s initial early access build features the first chapter of the campaign, side quests, optional boss battles, and a repeatable dungeon. Being a loot-driven RPG, there’s also plenty of gear to collect. Be aware that buying No Rest for the Wicked’s initial early access build is not the full game (at least not yet). As with other early access titles, it’s lacking all the features and content planned for the final version–and chances are early players will encounter bugs and unpolished elements, but that’s to be expected. However, early access players get an exclusive Carim Armor set as a reward for helping playtest the game, and thanks to these deals, you can save on the game, too. This one purchase grants access to future updates and the full version of No Rest for the Wicked.

No Rest for the Wicked earl access rewards
No Rest for the Wicked earl access rewards

While Moon Studios has not announced a firm release date for No Rest for the Wicked, the final 1.0 release will include online co-op and competitive modes for up to four players, the full story campaign and world map, a farming system, and tons of additional side quests, bosses, dungeons, loot, and more. All this content will added via routine updates during the early access period on PC. The final version will also launch on PS5 and Xbox Series X|S.

Disclosure: GameSpot and Fanatical are both owned by Fandom.

SanDisk Professional Pro-Blade Transport Review: A Smart Modular Stora


Dive into Jon Jacobi’s detailed review of the SanDisk Professional Pro-Blade Transport, a sleek modular storage system optimized for Mac users. Discover its stylish design, performance capabilities, and compatibility considerations.

Introduction: Explore the SanDisk Professional Pro-Blade Transport with Jon Jacobi’s insightful review, tailored for Mac aficionados seeking efficient storage solutions. Uncover the device’s chic design, practical features, and performance nuances, all expertly analyzed for your convenience.

Content: SanDisk Professional Pro-Blade Transport: A Sleek Modular Storage Solution for Mac Enthusiasts

Jon Jacobi’s review for MacWorld offers an in-depth examination of the SanDisk Professional Pro-Blade Transport, an innovative storage solution designed specifically for Mac users. Discover the device’s compact design, intuitive functionality, and performance characteristics, as Jacobi navigates through its various aspects.

Mac Compatibility and Transfer Speeds: Understanding the Limitations Despite its impressive capabilities, the Pro-Blade Transport encounters a notable constraint on Mac systems: limited transfer speeds capped at 10Gbps. Jacobi delves into the intricacies of this compatibility issue, shedding light on the device’s potential versus its real-world performance on macOS platforms.

Design and Construction: Aesthetics Meets Functionality Jacobi explores the sleek design and sturdy construction of the Pro-Blade Transport, highlighting its compact form factor and stylish appearance. Learn about the device’s modular architecture, featuring NVMe SSD modules known as “Mags,” and their seamless integration with the main dock.

Performance Testing: Real-World Insights Gain valuable insights from Jacobi’s performance testing, which evaluates the Pro-Blade Transport’s speed and efficiency using industry-standard benchmarking tools. Explore the device’s capabilities in handling everyday tasks and data-intensive operations, providing a nuanced perspective on its practical utility.

Speculating on Potential Enhancements Looking ahead, Jacobi speculates on potential enhancements to the Pro-Blade Transport, including the integration of USB4 support to unlock higher transfer speeds on compatible Mac systems. Stay informed about SanDisk’s strategic roadmap and its implications for future iterations of this innovative storage solution.

Making Informed Decisions In conclusion, Jacobi offers valuable insights for prospective buyers, emphasizing the importance of weighing performance considerations against aesthetic appeal and pricing. Navigate the purchasing dilemma with confidence, armed with a comprehensive understanding of the Pro-Blade Transport’s strengths and limitations.

Read the full article by Jon Jacobi for MacWorld HERE

visual studio – CMake support of C++20 modules partitions with Ninja generator


I’m trying to build CMake project with Ninja generator. Same project builds without errors when generated with Visual Studio 2022 generator. Does Ninja generator support partitions?

The error is:

C:\cmake\bin\ninja\cl : Command line warning D9025: overriding ‘/std:c++20’ with ‘/std:c++latest’
[3/8] Generating CXX dyndep file Common\Collector\CMakeFiles\Collector.dir\CXX.dd
FAILED: Common/Collector/CMakeFiles/Collector.dir/CXX.dd C:/cmake/bin/ninja/Common/Collector/CMakeFiles/Collector.dir/CXXModules.json Common/Collector/CMakeFiles/Collector.dir/MetricAgent.cpp.obj.modmap Common/Collector/CMakeFiles/Collector.dir/MetricCollector.cpp.obj.modmap Common/Collector/CMakeFiles/Collector.dir/MetricAgent.ixx.obj.modmap Common/Collector/CMakeFiles/Collector.dir/MetricCollector.ixx.obj.modmap
“C:\Program Files\Microsoft Visual Studio\2022\Enterprise\Common7\IDE\CommonExtensions\Microsoft\CMake\CMake\bin\cmake.exe” -E cmake_ninja_dyndep –tdi=Common\Collector\CMakeFiles\Collector.dir\CXXDependInfo.json –lang=CXX –modmapfmt=msvc –dd=Common\Collector\CMakeFiles\Collector.dir\CXX.dd @Common\Collector\CMakeFiles\Collector.dir\CXX.dd.rsp
C:\cmake\bin\ninja\EXEC : CMake error : Output Common\Collector\CMakeFiles\Collector.dir\MetricAgent.cpp.obj provides the MetricCollector:Agent module but it is not found in a FILE_SET of type CXX_MODULES
ninja: build stopped: subcommand failed.

Build failed.

My CMakeLists.txt file is the following:
Top level CMakeLists.txt:

cmake_minimum_required(VERSION 3.29)
project(TaegisAgent LANGUAGES CXX)
# Set the C++ standard to C++20
set(CMAKE_CXX_STANDARD 20)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_EXPERIMENTAL_CXX_MODULE_DYNDEP 1)
set(CXX_SCAN_FOR_MODULES ON)
set(CMAKE_CXX_SCAN_FOR_MODULES ON)

Project Level CMakeLists.txt:

project(Collector CXX)
set(CODE_SOURCES MetricAgent.cpp MetricCollector.cpp )
set(INTERF_SOURCES MetricAgent.ixx MetricCollector.ixx )
add_library(${PROJECT_NAME} STATIC ${CODE_SOURCES} ${INTERF_SOURCES})
target_sources(${PROJECT_NAME}
    PRIVATE 
        ${CODE_SOURCES}
    PUBLIC
        FILE_SET CXX_MODULES
    BASE_DIRS
        ${CMAKE_SOURCE_DIR}/Common/Collector
    FILES
        ${INTERF_SOURCES}
    )

The interface files are:
MatricCollector.ixx:

module;
export module MetricCollector;
export import : Agent;

MatricCollector.cpp:

module;
module MetricCollector;

MetricAgent.ixx:

module;
export module MetricCollector : Agent;

MetricAgent.cpp:

module;
module MetricCollector : Agent;

Any help would be appreciated.

News Weekly: Google’s big change, live Pixel 9 Pro images, a wooden Motorola phone, and more


AC News Weekly

News Weekly Logo

(Image credit: Android Central)

News Weekly is our column, where we highlight and summarize some of the week’s top stories so you can catch up on the latest tech news.

This is Android Central’s News Weekly, your go-to source for a concise roundup of the week’s most significant tech stories. This is where we delve into the top headlines that provide the latest developments and innovations contributing to the digital landscape. 

This week, Google announced a major reorganization for its hardware and software teams, Nothing launched its latest wireless earbuds, Motorola has a trio of attractive new phones, we’ve got another Pixel 9 leak, and TikTok is taking on Instagram with a new app that’s available for select countries.

Things are coming together at Google

The Google logo on a building

(Image credit: Derrek Lee / Android Central)

Read more here.



The Best Postpartum Exercise Ideas for Work-From-Home Moms


We know that working from home can bring out your laziest self. Baggy pants, oversized T-shirts, mismatched socks — trust us, we understand! There’s nothing wrong with being cozy and comfortable — especially if you’re a stay-at-home mom — but it doesn’t mean you have to limit your wardrobe to sweatpants.

Before you open your closet and default to PJs, check out our best tips and tricks for dressing up and feeling good at home.

Find Your Middle Ground 

Let’s be honest… Two of the biggest perks to being a stay-at-home working mom are not having to get ready every day and having the freedom to dress however you want. 

Here’s the truth: You can get away with wearing comfy clothes and putting minimal effort into your look while still looking professional and put together. Your work-at-home wardrobe doesn’t need to be a huge investment either. Look for solid color, well-fitted T-shirts, cardigan sweaters, and stretchy slacks. The key here is to buy a few staple, versatile pieces that you can rely on day in and day out. 

After all, if you’re not ready to squeeze back into jeans for your afternoon work session quite yet, that’s perfectly fine. Find your middle ground where you can feel comfortable throughout the day but also look presentable enough if a video call finds you by surprise. 

A Little Goes a Long Way 

Business casual may not be your go-to look when working from home and watching the kids — and that’s OK. Whether you opt to apply a little bit of makeup in the morning to make yourself look brighter and more awake, or you take a few extra minutes to style your hair in a sleek bun, these small but mighty changes will contribute to a more professional, put-together look, especially if a majority of your remote work is spent in front of a computer or on video calls.

Less Is More 

Whatever you do, don’t spend too much extra money on work clothes. Not having to go into an office should be saving you money, not costing you a whole new wardrobe. Remember: Looking good doesn’t require you to spend an entire paycheck on clothes. It’s smart to rotate through your tops and bottoms every week. There are endless combinations you can make with your clothes.

Make This Your Forever

You think about comfort and flexibility when you’re deciding what to wear every day, so why not consider it when choosing your career? 

If you’re ready to become a work-from-home mom and start your own business, then you should choose to pursue customer service support. The Arise® Platform offers a work-from-home opportunity that enables you to provide flexible customer support to well-known brands.

 Join a community of like-minded moms who own their own business, work from the comfort of their own home, and offer customer service support through the Arise® Platform. The Arise® Platform provides the freedom you need as a work from home mom to earn money while parenting your children. Don’t be pressured to face the tough decision of whether or not to return to a job that’s just not right for your lifestyle. Work for yourself, design your own schedule and work the hours that are convenient for you from the comfort of your home.

Some moms might already work from home. But, as employees, they likely don’t have the control and flexibility they need to truly master work-life balance with their children. With Arise, you’ll never have to worry about long commutes and strict working hours. Choose comfort, choose the Arise® Platform.

Transformers One Will Have Younger, Messier Robots in Disguise


Megatron (D-16) and Optimus Prime in Transformers One.

Image: Paramount

Earlier in the week, we got our first look at Transformers One, and it probably didn’t look like what you were imagining. The animated movie, which is meant to serve as an origin story for Optimus Prime (Chris Hemsworth) and Megatron (Brian Tyree Henry)—here respectively known as Orion Pax and D-16—is sillier than expected, and predates the Autobot/Decepticon war that serves as the franchise’s foundation. If you’re on the fence after that trailer, director Josh Cooley’s here to assuage your concerns, and also give some more insight into how the movie will serve its characters.

Talking to IGN, Cooley explained that the trailer’s comedy focus was in part to help audiences “fall in love with [Orion and D-16] as brothers and friends” before things hit the fan. “They’re from the same generation and have a very tight relationship,” he continued, “[and] something happens on their planet that they both have two different reactions to. By the end of this film, there’s some serious stakes.”

In D-16’s case, those stakes involve treating him like he’s not automatically booked to be a villain. Cooley described the future Megatron as someone who should be “very real and fully rounded. D-16 takes [things] to a place, just a lot of anger, but you understand why.” With Henry’s insight, the team ensured that audiences would relate to D-16 and get where he was coming from before an undescribed event changes his outlook on Cybertron in ways that lead to a “natural split” with Orion. Cooley hopes that before the credits roll, fans and newcomers will view D-16 and Orion’s conflict as a very real and tragic split between old friends.

As for Orion, he’s described by Cooley as someone who’s driven, but doesn’t always put the drive to its best use. He’ll have to discover how to earn the name Optimus Prime, and what being Optimus Prime really even means. “Like anybody else, there is a level of maturity that we don’t have unless we’ve gone through something. […] We’re really taking these characters to heart and treating them with the respect that they deserve and knowing where they’re going to end up. It’s just seeing how they get there.”

Transformers One comes to theaters on September 20.


Want more io9 news? Check out when to expect the latest Marvel, Star Wars, and Star Trek releases, what’s next for the DC Universe on film and TV, and everything you need to know about the future of Doctor Who.

Wordle today: Answer and hint #1037 for April 21


There’s a helpful hint for today’s Wordle waiting just below if you need a clue, as well as the answer to the April 21 (1037) game just a little past that if you’re worried about running out of guesses before you find the right word. Whatever you need to win, you’ll find it here.

One yellow letter in two rows? I suppose that meant I’d got plenty of greys to not worry about early on. I did uncover a great string of greens soon after, the only problem was the mysterious letter I needed to find that’d solve today’s Wordle was a slippery one, hiding away until the very end. 

Wordle today: A hint

(Image credit: Josh Wardle)

Wordle today: A hint for Sunday, April 21

NextGen GPT AI Hackathon with Clarifai


Next Gen Winners Blog-1

To kick off 2024, we have partnered with Lablab.ai to host the NextGen GPT AI Hackathon with Clarifai. The purpose of the Hackathon is to nurture creativity in the development of AI-first products utilizing powerful models, including GPT-4 (Vision), Text to Speech, GPT-4 Turbo, and the Image Generation DALL·E 3 from the Clarifai community.  A total of 1,491 enthusiasts, forming 207 teams, have registered, resulting in an impressive 47 project submissions.

Building with GPT-4 Vision, GPT-4 Turbo, DALL.E 3 and other models from Clarifai Community

The challenge required participants to create a Generative AI project and showcase an innovative application using the GPT-4 Vision, GPT-4 Turbo, DALL.E 3, Text-to-Speech, and other diverse ranges of text, audio, and vision models from the Clarifai community.

47 impressive projects were created and submitted for judging. Here are some of the standout projects.

1st Place 🥇: Story Prep

Story Prep won the top prize. It is an app that helps you learn a language by reading your favourite author. You don’t need a dictionary at hand to read the entire story. All you need to do is upload your story, and the application will convert the story into lessons that teach just what is necessary for you to enjoy that particular story.

It also allows you to generate vocabulary sheets and downloadable listening exercises based on any work of fiction. This material will teach you all the necessary words and grammar to jump into an uninterrupted reading experience.

Check out the project to learn more about the App.

Screenshot 2024-02-01 at 4.49.41 PM

2nd Place 🥈: AI Project Manager Assistant

AI Project Manager Assistant won second place with its aim to save time by keeping track of meeting notes. The team created a Slack bot that automatically records meeting transcripts and sends the summary in a specified Slack channel. The assistant has a /dailysummary command to get the summaries of all meetings during the day. 

Here’s how AI Project Manager Assistant works:

1. Record a Meeting: As a first step, the assistant uses Fathom to record a Zoom meeting and sends the transcript as JSON to Zapier.

2. Convert JSON to .txt: Zapier converts JSON to .txt and sends as POST request to the server.

3. Summarize the transcript: The server calls the GPT-4-turbo model from Clarifai to summarize the .txt file.

4. Store the summary: The summarized .txt file is stored in the database.

5. Slackbot returns the summary: Finally, Slackbot returns the summarized meeting transcript upon typing /dailysummary.

Check out the project to learn more about AI Project Manager Assistants.

Screenshot 2024-02-01 at 5.00.14 PM

3rd Place 🥉: Recovery Pal

Recovery Pal, the third-place winner, is a mobile app designed for addiction recovery. The app supports various features, including:

1. Emotional Check-in to monitor and track a user’s emotional state.

2. Custom Affirmations tailored to each user’s needs and recovery progress, generated using the GPT-4 model from the Clarifai community.

3. Journaling for self-reflection.

4. Art Interpretation, where users can submit their art, and it will be interpreted by AI based on context; this is done using the GPT-4 Vision model and also uses the DALL·E 3 model to enhance the artistic expression.

5. Finally, Custom Meditations are created based on individual needs and preferences, which use the Text-to-speech model from the Clarifai community.

Check out the YouTube video below or project to learn more about Recovery Pal.

 

 

Special Mentions 🏆

Chatting with Historical Icons

Chatting with Historical Icons is an app designed to assist children with visual impairment, dyslexia, ADHD, auditory processing disorder, language disorders, and cognitive disabilities. The app’s core features include:

1. Interactive Story Creation: By utilizing CrewAI, this application turns a child’s ideas into personalized learning adventures, encouraging them to become story creators.

2. Rich Story Elements: Using models from the Clarifai community, the app generates diverse story elements (images, audio, text) to create an immersive, multi-sensory reading experience.

3. Dynamic Story Branching: The app integrates the object identification and the GPT-4 Vision models for real-time, interactive story alterations, enhancing engagement.

Food Complaint Resolution

The food complaint resolution application is an AI-based customer complaint system tailored to the food delivery industry. This app helps a food delivery company significantly reduce processing time and human effort in handling complaints. The application can swiftly process customer complaints, streamlining the resolution process.

It utilizes Food Item Recognition, GPT-4 Turbo, and GPT-4 Vision models from the Clarifai community.

EyeCue – Inspiring Recruiting Videos by AI

Traditional recruitment methods often neglect a substantial workforce segment: individuals not actively job hunting but open to a change. This widens the employee gap in many companies. EyeCue addresses this challenge by leveraging AI-generated videos to engage both active and passive candidates.

Final Words

We’d like to give a special thanks to Lablab.ai for partnering and hosting this hackathon. Congratulations to all of the hackers who came together to make it a success.

Narrowing down the winners was tough, with so many great projects submitted. Check out all the submitted concepts. prototypes and pitches from the Lablab.ai dashboard.

This was our first hackathon in 2024. It was great to see participants leveraging various text, vision, and audio models from the Clarifai community to build cool Generative AI projects. We were delighted and surprised by the submission number and quality. Can’t wait to see what the hackers build for our next hackathon!

Want to stay in the loop for the next Clarifai Hackathon and developer events? Follow us on X and join the Discord Community to stay up to date!



Must-Know AutoCAD Site Plan Tips! – Secret Viewport Tools: North Arrows, Scalebars & Text Automation


Hope you’re having a great day and week so far, it’s been a busy one here but I’m excited to share a new video and build on a previous video where we created a Site Plan/Location plan drawing using multiple viewports. If you haven’t seen the Viewport Tips video you can check it out here.

I’ve really enjoyed sharing and creating videos about land-based drawings like site maps, property layouts, and civil design drawings in general and they’re something I work on almost every day and get asked about often.

Especially as more of you have taken my Civil 3D Crash course over time, it’s apparent many of us are in similar industries and have a need for tutorials about these types of drawings.

It also blends and fit’s in well with our regular sponsorPlex Earth.


Plex Earth allows you to instantly import recent and historical imagery, terrain data, and contours directly into our AutoCAD drawings. They even have the option to order and schedule a drone flight for your project area within the app if you need even more up-to-date imagery!

If you haven’t given Plex Earth a try yet, I highly recommend them. If you use the link down below, you can get a free trial to Plex earth pro for cad intentions viewers.
Try Plex Earth Now: http://cadintentions.com/plex_ci

Now let’s jump right into today’s video:

In this week’s video, I wanted to build on the viewport/site plan drawing we made a few weeks ago and share some awesome, somewhat hidden/secret tools in AutoCAD to make your Site Plans better and easier to create!

By following these steps and using the commands and tips in the video, we will take advantage of the AutoCAD free Map Toolset and utilize some “hidden” tools that will allow us to easily add dynamic north arrows, scalebars, and text in a matter of seconds!

Almost every drawing you create as a Civil designer or drafter will need a North Arrow and Scalebar. I just recently helped my Dad with some site plans for the City where we live in order for him to apply to subdivide a property and the submission requires a Scaled Plan which is made much easier when you understand viewports and scales in AutoCAD. 

Don’t miss today’s video, click the link and learn how we can quickly make a drawing more accurate and dynamic in just a few minutes! 

Must-Know AutoCAD Site Plan Tips! – Secret Viewport Tools: North Arrows, Scalebars & Text Automation

That’s all for today, I hope you were able to take something away from the tutorial, and if you have any questions be sure to leave a comment below or reach out on Twitter @cadintentions.

As always, thank you so much for reading, I am excited to be back and posting regularly on the blog and hope you all will follow along.

Cheers, and happy Drafting!

PS. If you liked today’s video or any of my videos/tutorials and you want to learn over 15 years of AutoCAD Tips & Tricks in a hurry, you can use this link to get my AutoCAD Fundamentals Course and join 100’s of fellow drafters/designers and get started right now!



Also published on Medium.

The following two tabs change content below.

Brandon is a Civil Designer, Aspiring Blogger/Creator, Husband, Father to two Amazing Kids and Tech Aficionado from a small town in Canada. He has been obsessed with design and technology since he can remember and working as a Civil Designer for nearly as long. Brandon’s blog and Youtube channel, CADIntentions.com has been his outlet and excuse for keeping up with new tech and trends in the CAD design world for the last 10 years growing to more than 60,000 subscribers and over 15,000,000 views, while also being the source of many great friendships and unique opportunities.

If you would like to Sponsor CAD Intentions or Work together in some way, Please visit my About Page and send me an email: http://cadintentions.com/about-me/