![]() ERM provides opportunities for ongoing learning across a variety of subject areas related to technical, business and personal growth. We invest in the future of our people through a focus on learning and development. 62k 90 84k The average salary for a Senior Graphic Designer is 62,000 Base Salary 42k - 84k Bonus 0 - 1k Total Pay 45k - 110k Based on 14 salary profiles (last updated Aug 17. This structure enables ERM employees to support projects across different geographies to meet client needs while also deepening their own professional experience.ĮRM employees have the opportunity to reach their full potential and enjoy a long and rewarding career with the company. Key client, sector and geographically based teams, led by our Partners, collaborate across offices to deploy the right people for project assignments. Our organizational structure is built around our Partnership model, where ERM Partners are the shareholding managers and leaders of the firm. We want to hire motivated people and ensure that our leaders and culture nurture and support their development and success. Our ability to attract, develop, reward and retain our talented employees is central to our business strategy and vital to our future. Men receive an average salary of 34,909 USD. Salaries are different between men and women. They’re proficient in computer programming and content management systems.ERM is fundamentally a people-centered business. Average salary for Graphic Designer / Minnesota is 68,235 USD per year. Web designers create web pages and web apps. The average Graphic Designer I salary in Minnesota is 59,134 as of February 27, 2023, but the range typically falls between 52,699 and 67,583. This form of design is often more concerned with psychology than aesthetics. For example, UX designers ensure a website form is easy and enjoyable to fill out. UX, also known as user experience design, focuses on the experience a user has with a product or interface. Percentile wage estimates for Graphic Designers: Industry profile for Graphic Designers: Industries with the highest published employment and wages for Graphic Designers are provided. Product designers focus on understanding the user and their goals, and then designing a solution through ideation and iteration that helps the user achieve their goals. The average salary for a Graphic Designer is 52436 per year in Minneapolis-St. Product design is the multidisciplinary approach of identifying real users and their problems and designing a solution to those problems through human-centric design. Websites, gas pump payment interfaces, and online forms are some examples. UI, or user interface design, is a design subset focused on creating aesthetically pleasing and easy-to-use interfaces. This can include everything from icons to app interfaces. Mobile designers specialize in creating graphics intended to be used on phone or tablet screens. Salary ranges can vary widely depending on the city and many other important factors, including education, certifications, additional skills, the number of years you have spent in your profession. This specialization requires an understanding of the principles of design and how those principles work in motion. The average Graphic Designer salary in Minnesota is 54,291 as of May 25, 2023, but the range typically falls between 49,042 and 57,710. Animation, movies, and other moving 2-D images fall under motion graphics design. Illustrators are generally tasked with creating images, both digitally and traditionally, that can be used in designs. The average hourly rate for graphic designers in Minneapolis is 21.77 per hour. ![]() This compares to a national average graphic designer salary of 45,273. Illustration pushes the boundary between design and fine art. Graphic Designer salaries in Minneapolis typically range between 32,000 and 63,000 a year. A well-versed designer can fit these designs to your brand or create a custom branding package that complements a business’s mission and values. ![]() Visit PayScale to research graphic artist / designer salaries by city, experience, skill, employer and more. This design specialization involves creating graphics like logos, stationary imprints, and other flat designs. The average salary for a Graphic Artist / Designer in Minneapolis, Minnesota is 47,500. The graphic design umbrella covers a few specializations, each with its own set of roles. Before learning how much you’ll have to pay a graphic designer - or make as one - it’s important to understand what a designer actually does. ![]()
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![]() If anything, the remote reminds me of a generic Roku or Walmart-quality streamer controller. The one thing in which I could do with a little more flare is the remote. It’s unassuming and simple, yet packs a huge punch. In all, I love the look of the Formovie Theater 4K projector. Besides HDMI, there are also two USB ports and a physical LAN connection for minimal latency. As for connectivity, we found that the Theater housed exactly what we needed with 3 HDMI ports – one of which is eARC compatible for various sound options. The bottom of the Theater holds several adjustable feet for really dialing in your picture. A physical mute slider lays on the right side, which is an even nicer touch. As a wonderful little touch, Formovie incorporates a small strip of four LED dots that light up when you say, “Hey, Google,” or activate the Assistant. The Theater comes with built-in speakers and plays into the Google ecosystem well, with built-in Android TV. Some other projectors that have brighter colors find themselves the focal point during movies and shows, which isn’t something you’re looking for, as UST projectors are generally pretty large. Coming in an unassuming black and grey colorway, it does well to blend into the foreground while watching media. The Formovie Theater comes in a very nice package, with clean boxed-off edges and a relatively small footprint. The Formovie Theater makes the argument for UST projectors more than most devices, as it comes at a reasonable price and really hits the mark on quality. In comparison to a modern OLED TV, you’re getting exponentially more screen size for a relatively small increase in price. ![]() So, in essence, daytime viewing is easy and completely unaffected, so long as you’re not setting the screen up next to a window. Generally speaking, UST screens are better at capturing the laser emission from short-throw projectors while also rejecting ambient light. In this review, we put the Formovie Theater through its paces using a 120″ Epson screen. This results in a huge display without really needing all that space, just the free room on your wall. Rather than relying on a large distance with traditional bulbs, laser short-throw projectors like the Formovie Theater are able to cast an image at an acute angle, allowing for minimal extra space needed in your living room. To provide a little bit of basis, short-throw projectors are some of the newest forms of entertainment displays to hit the market in the last couple of years. The Formovie Theater 4K projector does just that, and man do we love it. The second, less common approach, is getting a smart short-throw projector that takes up minimal space and offers up to 120 inches of clear, crisp 4K video. The first is the most common and involves a nice UHD or 4K TV. There are generally two trains of thought to digesting streamed media in a common space. ![]() ![]() ![]() ![]() It depends on the setup of the billiards room or game room. Location: Consider where you would like to hang your lights so they do not obstruct play or become a safety hazard when players approach shots from different angles around the table. Installation: Ensure that the light fixture you purchase is easy to install and compatible with your current wiring setup. Illumination: Look for lights that will provide adequate illumination for playing without creating too much glare or shadows. Style: Choose a style and finish that will complement your pool table and décor. Size: Verify the light fixtures you choose are large enough to cover the entire playing surface of your pool table. Some of the factors you should consider with buying billiard lighting for over your pool table include the following: What Should I Look For When Buying Billiard Lighting? Furthermore, the proper light fixtures help eliminate shadows, making it easier to see the entire playing surface. Additionally, overhead lights provide visibility of all angles of the table and help players easily determine ball color. Without adequate lighting, players may struggle to see where the balls are located, making shots more difficult. Lights over a pool table are essential for playing the game and seeing shots clearly. ![]() We invite you to check out our guide to help decide, “Do I need a pool table light?” However, one essential feature often overlooked are pool table light fixtures. You also need somewhere to store pool cues, balls, and racks when they are not in use. Enjoying playing pool at home includes ensuring sufficient space for your pool table. ![]() ![]() Since riding in her dad Stacy’s custom trucks since birth, a custom F-100 of her own has meant something special to Karleigh. According to Karleigh, the day after her truck was completed, her and her dad hopped in the Ford and drove it five hours straight to take home the Young Guns award from Goodguys in Fort Worth. ![]() The truck is a beautiful family build and an amazing testament to the relationship between the father and daughter bond formed through this particular specimen being brought to life through their shared passions. The subtle personality and aloha elements are unique touches that speak to her personal taste. The slam’d stance and billet wheels demonstrate the passion for customs handed down by her dad. The harbor blue exterior and minimalistic styling recall a long-standing family love of trucks. Karleigh’s ’68 perfectly represents its special construction. The steering wheel provides the final aloha with its Hawaiian beechwood grip. The upholstery is finished with contrast white stitching. Aged brown leather wraps the door panels, dash cover and TMI bench seat. The factory gauges are beautifully restored and a full TMI interior kit updates the cabin. The harbor blue stretches through the truck’s interior and is handsomely complemented with custom brown loop carpet and polished interior fixtures. The flower and pinstripe motif extend to over the white C-notch cover as well. The bed houses a custom ice chest and the cooler is paint matched white and sports harbor blue pinstripes along with brilliant pink Hibiscus flowers. And the Chrome emblems, handles, and mirrors tie-together with the billet wheels perfectly.įor some added personal flair, Karleigh wanted an extended “aloha” theme to identify her truck as her own. The OEM bumpers and front grille are coated in a complimentary glossy white. Karleigh’s ’68 now wears a dazzling redone Harbor blue exterior. From the Caspian blue of the first-generation Mustang to the modern favorite Grabber Blue, and of course Ford Blue itself.įrom 1967-1969, Ford trucks came in paint code A1887, Harbor Blue. Ford Motors has a long history of special blue paints. But the restored factory color is a perfect decision. Certainly, the dramatic stance and brilliant wheels show their love of all things custom. The exterior of Karleigh’s truck speaks volumes to her and her dad’s values when it comes to customs. The motor was updated and refreshed in its entirety by Alan Harvey who also custom notched the oil pan in order to clear the crossmember of the Fatman front clip. The modern system significantly increases its power and fuel efficiency. The 3.9L straight-six produced 150hp when new, however its original single-barrel carburetor has been upgraded to a Holley EFI Sniper. The Cleveland-made motor is known to be bulletproof. Under the broad blue hood is the 1968 240-Inline six. One of the timeless features of Karleigh’s Ford is the presence of the original power plant. 255/30/20 and 275/30/22 Nitto tires wrap up the rolling attire with Wilwood disc brakes peaking between their ovate relief sections. The Racelines are fully polished, casting a mesmerizing reflection while they roll down the highway. The exaggerated salt-flat style wheel measure 20×8.5 inches in the front but are 2 inches taller and 1 1/2 inches wider in the rear to boast a modest rear lip. But for good measure, Karleigh picked out a set of massive Raceline billet wheels. ![]() The ground-level stance garners the attention it deserves of its own accord. Firestone airbags and KYB shocks reside at each corner of the truck. The front sits nice and level at its lowest point thanks to 2-inch drop spindles. It also allows for the easy conversion to rack and pinion steering. The Fatman setup uses tubular upper and lower control arms along with the drop-member. The front section of the chassis was completely replaced by a Mustang-II style conversion from Fatman Fabrication. The original suspension has been done away with in favor of a parallel 2-link configuration with a track-locator bar. The rear section of this ’68 frame has been C-notched for maximum clearance. Subtle updates from TMI and some “aloha” touches create an updated and comfortable cruiser for the whole family. ![]() ![]() ![]() ![]() Water Wall/Water Fall Ideas (Garden/Pool/Outdoor)ĭo you have some other interesting ideas where to put water walls or an easy way to construct or build them? Please leave a comment below. Here are a few places you can purchase: DIY Megastore, Water Motion Energy, or Make one with IKEA parts. Well design standard waterfalls that run. If you want to purchase a DIY water wall kit, they can be inexpensive and can be assembled in hours not days. Waterfalls: Waterfalls for swimming pools are a great way to augment your installation with a natural-looking feature. building the reservoir for water catch.The 4 stages of building a water wall are: Here is a great DIY water wall instructions and construction guide. Have a look below for 30 creative and relaxing ideas to make your backyard feel more like a resort hotel! All that is needed is a water pump similar to a pump in a fountain or waterfall. They can be built with large rocks or a smooth surface depending on how you want it to look and sound. These can also be made to be part of your garden. Building a water wall can create a complete serene atmosphere while you relax. If you have a backyard pool, a water wall is a great addition. For wall decor, artificial waterfalls wallpapers. Water walls can be built in many shapes and sizes. Artificial waterfall wallpapers are a highly decorative way to add a sense of privacy and intimacy to any room. A water wall is similar to a waterfall or a fountain. One of the most impressive and relaxing things you can add to your backyard or in your home is a water wall. ![]() ![]() ![]() We can’t wait to see where its powerful narrative and iconic, first-person shooter gameplay head in the future with our new studio team at Cloud Chamber leading the charge. Over in Montreal, Ken Schachter will be taking on the studio manager role for Cloud Chamber who has, "extensive experience in development, production, technology and creative roles." Schachter has previously worked at Zynga and Gameloft and founded the independent game developer and publisher, Trapdoor.ĭavid Ismailer, president of 2K said, "BioShock is one of the most beloved, critically praised and highest-rated franchises of the last console generation. We are a deeply experienced group of game makers, including many responsible for BioShock’s principal creation, advancement and longstanding notoriety, and honoured to be part of the 2K family as stewards of this iconic franchise.” Our team believes in the beauty and strength of diversity, in both the makeup of the studio and the nature of its thinking. Kelley Gilmore said, “We founded Cloud Chamber to create yet-to-be-discovered worlds – and their stories within – that push the boundaries of what is possible in the video game medium. Gilmore is also the first woman in 2K's history to launch and lead a development studio. Gilmore has previously worked on the Sid Meier’s Civilization and XCOM franchises. The studio is being led by Kelley Gilmore, a 22-year industry veteran with over 40 games shipped to date. 2K describes the studio in its press release as, "A collective of storytellers eager to push the frontlines of interactive entertainment by making unique, entertaining and thoughtful experiences that engage the world." You don't open a new studio to not make a game you wait until they release the game and then close the studio - if you're 2K, anyway.Cloud Chamber will be based in Novato, California and Montreal, Quebec. While 2K clearly might change their mind again, this seems to be the biggest indication yet that a new BioShock really is real. Then in 2018 we heard rumours of a new BioShock at a mysterious new studio, and I guess that's this. 2K said BioShock would continue at 2K Marin, the studio behind BioShock 2, though it sounded iffy because 2K Marin was commonly understood to be alive in name only. Irrational Games, who led development of the first BioShock, were gutted in 2014, a year after the launch of Binfinite. Our former Alec (RPS in peace) looked to the future a few years back too, telling us what he wanted from a new BioShock. I'd assume that it'll yet again be an FPS set in a strange city built to manifest idealism, that we'll have guns and magic powers, and we'll probably be pushed to protect some doll-eyed wean? Looking at Cloud Chamber's logo (the only new image accompanying today's announcement), I do now want BioShock set inside Gnog headcities.ĭo check out our BioShock group verdict for thoughts on what the series has been across its first three games. We are a deeply experienced group of game makers, including many responsible for BioShock's principal creation, advancement and longstanding notoriety, and honoured to be part of the 2K family as stewards of this iconic franchise."ĢK really have said naff-all about what this new BioShock is. "Our team believes in the beauty and strength of diversity, in both the makeup of the studio and the nature of its thinking. "We founded Cloud Chamber to create yet-to-be-discovered worlds – and their stories within – that push the boundaries of what is possible in the video game medium," Gilmore said. ![]() Levine's only one fella, mind, and the games were made by hundreds of people. The fact that the announcement doesn't mention long-time BioShock creative director Ken Levine would suggest he's not involved (last we heard, he's up to who-knows-what at Ghost Story Games). Supposedly some BioShock veterans are involved, though it's not clear who. The new studio is headed by Kelley Gilmore, and split between 2K's headquarters in Novato, California and a new office in Montreal, Quebec. "We can't wait to see where powerful narrative and iconic, first-person shooter gameplay head in the future with our new studio team at Cloud Chamber leading the charge," 2K president David Ismailer said in today's announcement. The Rumored BioShock 4 The Rumor comes from a podcast called Sacred Symbols, the podcast is focused on PlayStation News, Colin Moriarty speaks about PlayStation news. The new BioShock is being made by Cloud Chamber, a new studio who'll be working on the game "for the next several years." Don't hold your breath. Now, it appears that a new direction for the BioShock series is coming out as more concrete rumors about a Bioshrelease have been floating around the internet. 2K have muttered about resurrecting it several times in the years since the release of BioShock Infinite and demise of creators Irrational Games, and this time it seems to be real. 2K don't reveal even the name of the new game, let alone in which sort of strange city it'll (surely?) be set, but it's official: BioShock is back, baby. Pretty pop-philosophy FPS series BioShock is to return, 2K announced today, with a new game coming from a new studio. ![]() ![]() ![]() “If you want to change the world, go home and love your family.” - Mother Teresa, Nun and Missionary Build Better Boundaries ![]() “Time is really the only capital that any human being has, and the only thing he can’t afford to lose.” - Thomas Edison, Inventorġ8. ![]() “Whether it’s the best of times or the worst of times, it’s the only time we’ve got.” - Art Buchwald, Humoristġ7. Be careful lest you let other people spend it for you.” - Carl Sandburg, Poetġ6. It is the only coin you have, and only you can determine how it will be spent. The good news is you’re the pilot.” - Michael Altshuler, Motivational Speaker and Sales Consultantġ5.“Time is the coin of your life. “ The key is in not spending time, but in investing it.” - Stephen R. “Children learn to smile from their parents.” - Shinichi Suzuki, Musician and Educatorġ3. ![]() Make it memorable.” - Regina Brett, Authorġ2. “Balance is not better time management, but better boundary management.” - Betsy Jacobson, Author and Businesswomanġ1.“Your children get only one childhood. There will be plenty of time later to choose work.” - Anna Quindlen, Authorġ0. “Regret for the things we did can be tempered by time it is regret for the things we did not do that is inconsolable.” - Sydney J. “Most of us spend too much time on what is urgent and not enough time on what is important.” - Stephen Covey, Author and BusinessmanĨ. “No one on his deathbed ever said, ‘I wish I had spent more time at the office.’” - commonly attributed to politician Paul Tsongas or Rabbi Harold Kushnerħ. If you drop one of these, it will be irrevocably scuffed, nicked, perhaps even shattered.” - Gary Keller, Real Estate Entrepreneurĥ.“You can’t truly be considered successful in your business life if your home life is in shambles.” - Zig Ziglar, Motivational SpeakerĦ. The other four balls- family, health, friends, and integrity-are made of glass. “Consistently working late is not necessarily a sign of a hard worker, but rather the inability to use time wisely.” - Victor Bretting, EntrepreneurĤ. “ Never get so busy making a living that you forget to make a life.” - Dolly Parton, Singerģ. “We need to do a better job of putting ourselves higher on our own ‘to-do’ list.” -Michelle Obama, former First LadyĢ. In that spirit, we’ve rounded up some of our favorite quotes for inspiration.ġ. One of the best ways to inspire yourself to create better boundaries, and a healthier balance, is by learning from others who’ve won the struggle themselves.Ĭreating time for yourself and prioritizing time to nurture your relationships, all while driving your career momentum, is a common theme. It requires you to determine what mixture of professional and personal activities will offer the satisfaction you deserve. Now you’re wondering where and how you get some of that.Īs far as we can tell, work-life balance involves a mixture of time management, commitment, and (most importantly) prioritization. Is one of your career goals this year to create a better work-life balance? Perhaps you’re overwhelmed by your commute or tired of putting your personal relationships on the back burner for an intense workload? Or, maybe you’ve seen others who have seemingly created balance between their personal commitments and their families. ![]() ![]() ![]() KC – Harrison Butker 54-yard field goal, 0:02.KC – Clyde Edwards-Helaire 4-yard pass from Patrick Mahomes (kick failed, wide right), 7:32.ARI – James Conner 2-yard rush ( Matt Prater kick), 13:05.KC – Clyde Edwards-Helaire 3-yard pass from Patrick Mahomes (Harrison Butker kick), 3:20.KC – Travis Kelce 9-yard pass from Patrick Mahomes ( Harrison Butker kick), 9:37.Note: Intra-division opponents are in bold text. Assistant strength and conditioning – Mark Naylorįinal roster 2022 Arizona Cardinals final rosterĥ1 active, 18 inactive, 16 practice squad (+2 exempt).Strength and conditioning – Buddy Morris.Assistant special teams – Devin Fitzsimmons.Bill Bidwill Fellowship/quarterbacks – Connor Senger.Assistant offensive line – Brian Natkin.Co–pass game coordinator/quarterbacks – Cameron Turner.Co–pass game coordinator – Spencer Whipple.Chief of staff/offensive assistant – Kenny Bell.Assistant head coach/special teams coordinator – Jeff Rodgers.Associate head coach/wide receivers – Shawn Jefferson.Senior personnel executive – Terry McDonough.Director of football administration – Matt Harriss.Director of college scouting – Chris Culmer.Director of player personnel – Dru Grigson.Vice president of football operations & facilities – Matt Caracciolo.Vice president of pro personnel – Adrian Wilson.Vice president of player personnel – Quentin Harris.Owner/chairman/president – Michael Bidwill.^ The Cardinals traded CB Tay Gowan and a fifth-round selection (166th overall) to the Philadelphia Eagles in exchange for TE Zach Ertz.Ģ022 Arizona Cardinals undrafted free agents.^ The Cardinals traded a fourth-round selection (128th overall) and a 2021 fifth-round selection to the Baltimore Ravens in exchange for 2021 fourth- and sixth-round selections. ![]() ^ a b The Cardinals traded a first-round selection (23rd overall) to the Baltimore Ravens in exchange for WR Marquise Brown and a third-round selection (100th overall).Watt, as he officially announced his retirement following an overtime loss to the Tampa Bay Buccaneers. This would also signal the end of an era for three-time Defensive Player of the Year winner J.J. To add to those struggles, they had also lost eight home games this season, surpassing the 2018 squad for the most home losses in franchise history, only having won a single home game since Week 8 of the previous season.Ī day after the season ended, the team announced that neither head coach Kliff Kingsbury nor general manager Steve Keim would be returning the upcoming season. Key season-ending injuries to their starters and inconsistencies on both the offensive and defensive sides of the ball ultimately led to a season-ending seven-game losing streak and a third consecutive late-season collapse, as they matched a franchise record of 13 losses in a season that was set in the 20 squads. However, they failed to improve upon their 11–6 record from the previous year after a Week 11 loss to the San Francisco 49ers and missed the postseason after a Week 15 loss against the Denver Broncos. They attempted to become the third team in NFL history to host and win the Super Bowl as that year's Super Bowl was held at State Farm Stadium. The 2022 season was the Arizona Cardinals' 103rd in the National Football League (NFL), their 35th in Arizona, and their fourth and final under head coach Kliff Kingsbury. ![]() ![]() ![]() Not all items sold at Canadian Tire earn CT Money. Any bonus multiplier is based on the base rate of collecting CT Money. You cannot collect paper Canadian Tire Money on bonus offers. † In the form of electronic Canadian Tire Money® (CT Money®). Examples of borrowing costs (rounded to the nearest cent) assuming that all charges are purchases bearing interest at the regular annual rate of 20.99%, a 30 day month, no charges made on special payment plans and no other fees, additional payments or other changes are: The Triangle Mastercard and the Triangle World Elite Mastercard do not have an annual fee. The billing period covered by each statement can be from 28-33 days. For residents of Quebec, the period between the statement date and the due date for payment is 26 days. The minimum payment is the sum of (a) the greater of: (i) interest and fees shown on your statement + $10 or (ii) 5% of the New Balance, excluding amounts on special payment plans, (b) any balance over your credit limit, (c) any amounts past due not included in (b) above, and (d) the amount of any equal payments plan instalments then due. Some applicants may receive a higher or lower regular annual rate depending on a credit evaluation. Offer subject to change without notice.Īdditional information for residents of Quebec only: The regular annual rate for persons applying for the Triangle Mastercard and the Triangle World Elite Mastercard is 22.99% for cash transactions and related fees and 20.99% for all other charges. Any unpaid portion not received by the due date will no longer form part of the equal payments plan and interest will accrue on that amount from the day after the date of your next statement at the applicable regular annual rate. Each month during an equal payments plan you are required to pay in full by the due date that month’s equal payments plan instalment. There is no administration fee charged for entering into a special payments plan. However, if we do not receive the full minimum due on a statement within 59 days of the date of that statement, or any event of default (other than a payment default) occurs under your Cardmember Agreement, all special payment plans on your account will terminate and (i) you will then be charged interest on the balances outstanding on such plans at the applicable regular annual rate from the day after the date of your next statement, and (ii) the balances outstanding will form part of the balance due on that statement. Interest does not accrue during the period of the plan. Dealers may sell for less.įinancing available is “Equal payments, no interest” for 24 months (unless otherwise stated) and is only available on request, on approved credit and on purchases of $150 (unless otherwise stated) or more (Gift Cards excluded) made with your Triangle credit card at Canadian Tire, Sport Chek, Mark’s, L’Équipeur, Atmosphere, Sports Rousseau, Hockey Experts, L’Entrepôt du Hockey and participating Sports Experts. ![]() **Online prices and sale effective dates may differ from those in-store and may vary by region. ±Was price reflects the last national regular price this product was sold for. The tire producer / manufacturer and Canadian Tire uses this fee to pay for the collection, transportation, and processing of used tires.ĬANADIAN TIRE® and the CANADIAN TIRE T riangle Design are registered trade-marks of Canadian Tire Corporation, Limited. ![]() △The tire producer / manufacturer of the tires you are buying, and Canadian Tire is responsible for the recycling fee that is included in your invoice. ![]() ![]() ![]() Complicated Bayesian models take forever to run, though, because of long Monte Carlo Markov chains (it takes hours to run dozens of Bayesian random effects effects models with rstanarm::stan_glmer(), for instance). Offloading computationally intensive stuff: I often build Bayesian models with Stan and rstanarm. ![]() In an ideal world, you can create a Dockerfile for a specific project, develop everything in RStudio in the browser, and the distribute both the Dockerfile and the project repository so others can reproduce everything. (Or, be lazy like me and keep developing in your local R installation without containers and periodically check to make sure it all works in a pristine development environment in a container).Īll someone needs to do to run your project is pull the Docker image for your project, which will already have all the packages and dependencies and extra files installed. (This idea comes from a Twitter conversation with ( noamross?).) Create a custom Dockerfile for your project where you install any additional packages your project needs ( more on that below), and then develop your project in the browser-based RStudio from the container. Instead of using packrat, you can develop an R project within a Docker container. R has packrat, which is incorporated into RStudio, but it’s a hassle and I hate using it and can never get it working right. Reproducibility and consistent development environments: Python virtual environments are awesome-anyone can install all the packages/libraries your script needs in a local Python installation. I’ve found two general reasons for running R in a Docker container:
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