In this data, the anomalies occurred when ridership was uncharacteristically high or low. In this post, we used SageMaker Random Cut Forest to detect anomalous data points in a taxi ridership dataset. We also see spikes on Labor Day weekend, New Year’s Day and the July 4th holiday weekend. The data in the following screenshot shows that the biggest spike in ridership occurs on November 2, 2014, which was the annual NYC marathon. Where score > (select score_cutoff_value from score_cutoff) Select ride_timestamp, nbr_passengers, public.remote_fn_rcf(nbr_passengers) as score (select stddev(public.remote_fn_rcf(nbr_passengers)) as std, avg(public.remote_fn_rcf(nbr_passengers)) as mean, ( mean + 3 * std ) as score_cutoff_value Prepare data to create a remote inference model using Amazon Redshift MLĬreate the schema and load the data in Amazon Redshift using the following SQL: You use this when you create the remote inference model in Amazon Redshift. On the Amazon SageMaker console, under Inference in the navigation pane, choose Endpoints to find your model name. Set up parameters as shown in the following screenshot and then run all cells. Then choose bring-your-own-model-remote-inference.ipynb. To deploy the model, go to the SageMaker console and open the notebook that was created by the CloudFormation template. The following figure illustrates how we use Amazon Redshift ML to create a model using the SageMaker endpoint. We then use this model to predict anomalous events by generating an anomaly score for each data point. We naturally expect to find anomalous events occurring during the NYC marathon, Thanksgiving, Christmas, New Year’s Day, and on the day of a snowstorm. The data consists of the number of New York City taxi passengers over the course of 6 months aggregated into 30-minute buckets. We downloaded the data and stored it in an Amazon Simple Storage Service (Amazon S3) bucket. In this post, we use the SageMaker RCF algorithm to train an RCF model using the Notebook generated by the CloudFormation template on the Numenta Anomaly Benchmark (NAB) NYC Taxi dataset. Examples of anomalies that are important to detect include when website activity uncharacteristically spikes, when temperature data diverges from a periodic behavior, or when changes to public transit ridership reflect the occurrence of a special event. For more information about various SageMaker algorithms and their inference formats, see Random Cut Forest (RCF) Algorithm.Īmazon SageMaker Random Cut Forest (RCF) is an algorithm designed to detect anomalous data points within a dataset. Solution overviewĪmazon Redshift ML supports text and CSV inference formats. You can use the following AWS CloudFormation template to provision all the required resources in your AWS accounts automatically. You also have to make sure that the SageMaker model is deployed and you have the endpoint. For an introduction to Amazon Redshift ML and instructions on setting it up, see Create, train, and deploy machine learning models in Amazon Redshift using SQL with Amazon Redshift ML. To get started, we need an Amazon Redshift cluster with the Amazon Redshift ML feature enabled. Then, we show how end users can invoke the model. We first train and deploy a Random Cut Forest model in SageMaker, and demonstrate how you can create a model with SQL to invoke that SageMaker predictions remotely. This post shows how you can enable your data warehouse users to use SQL to invoke a remote SageMaker endpoint for prediction. Additionally, Amazon Redshift ML allows data scientists to either import existing SageMaker models into Amazon Redshift for in-database inference or remotely invoke a SageMaker endpoint. We also discussed how Amazon Redshift ML enables ML experts to create XGBoost or MLP models in an earlier post. In a previous post, we covered how Amazon Redshift ML allows you to use your data in Amazon Redshift with SageMaker, a fully managed ML service, without requiring you to become an expert in ML. Data analysts and database developers want to use this data to train ML models, which can then be used to generate insights for use cases such as forecasting revenue, predicting customer churn, and detecting anomalies.Īmazon Redshift ML makes it easy for SQL users to create, train, and deploy ML models using familiar SQL commands. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads. June 2023: This post was reviewed and updated for accuracy.Īmazon Redshift, a fast, fully managed, widely used cloud data warehouse, natively integrates with Amazon SageMaker for machine learning (ML).
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I had the same errors compiling a simple “helloworld.cpp” detailed here.įollowing the instructions to get Rcpp working here, checking which c++ compiler was there gave This time I did try reinstalling the command line tools (a couple of times) and it didn’t work. When I tried to install.packages(“rstan”), the errors couldn’t find ‘make’ and then the popup about getting the command line tools again. I figured they were installed (I waited 15 minutes and it said it had worked), so I canceled and tried to install Rstan following the instructions.įirst, the MacOS toolchain failed to install but elsewhere on here others have said this doesn’t matter. On opening Rstudio again, the popup message (I’m paraphrasing here) “git needs the command line tools, install now?”. Xcode prompted me to download and install the command line tools (which I did).Updated Xcode via the App Store (13.4.1).Having finally got it working, I thought I’d leave a post in case others had the same issues as I did. Just gone through the annual pre-term updating of OS and software and none of the solutions suggested here and on stackexchange worked. Mystic) is a english song released in 2006.Įverything Changes (feat. Mystic) released?Įverything Changes (feat. Mystic) When was Everything Changes (feat. (P) 2006 That Kind of Music, LLC FAQs for Everything Changes (feat. It was so beautiful Remember how in love we were? 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Check it out, love dont hate I got love for you, always Concurrently with the execution of the Merger Agreement, certain executive officers, directors and stockholders of ARS entered into support agreements (the ∺RS Support Agreements) in favor of Silverback relating to the Merger representing approximately 83% of the outstanding shares of ARS capital stock immediately prior to the date of the Merger Agreement. Food and Drug Administration (FDA) has accepted for review ARS Pharmaceuticals, Inc.'s (ARS Pharma) New Drug Application (NDA) for neffy for the emergency treatment of allergic reactions. Following the proposed merger (the Merger) the combined company will focus on the potential regulatory approval and commercialization of neffy, ARS Pharma's investigational epinephrine nasal spray for the treatment of Type I allergic reactions including anaphylaxis. Concurrently with the execution of the Merger Agreement, the executive officers, directors and certain stockholders of Silverback entered into support agreements (the Silverback Support Agreements) in favor of ARS relating to the Merger representing approximately 31% of Silverback's outstanding shares of common stock as of immediately prior to the date of the Merger Agreement. The merger agreement has been unanimously approved by the Board of Directors of ARS and Silverback. The merger agreement is subject to approvals by the stockholders of ARS and Silverback, the shares of Silverback common stock to be issued in the Merger being approved for listing on the Nasdaq Stock Market, the expiration or termination of the applicable waiting period (and any extensions thereof) under the Hart-Scott-Rodino Antitrust Improvements Act of 1976, Silverback's net cash as of Closing being no less than $210 million nor greater than $255 million, subject to Silverback's ability to declare a dividend equal to the net cash in excess of $255 million and other customary closing conditions. Additionally, in the event of a termination under certain circumstances by Silverback to enter into an alternative superior transaction, a termination fee of $10 million may be payable by Silverback to ARS. Upon termination of the Merger Agreement by ARS or Silverback in certain circumstances a termination fee of $6 million may be payable by ARS to Silverback or by Silverback to ARS. The merger agreement provides that the Board of Directors of the combined company will be comprised of ten members, including seven from ARS and three from Silverback. Richard Lowenthal will serve as Chief Executive Officer and president of the combined company. and will be headquartered in San Diego, California. Upon closing of the transaction, Silverback will be renamed ARS Pharmaceuticals, Inc. Pursuant to amendment, Parent Net Cash, as finally determined pursuant to Section 1.6, shall not be less than $210,000,000 nor greater than $265,000,000 provided, however, that if Parent Net Cash is greater than $265,000,000, Parent may declare a Permitted Dividend in the amount of such excess to satisfy such condition. Upon stockholder approval, the combined company is expected to operate under the name ARS Pharmaceuticals and trade on the Nasdaq Capital Market under the ticker symbol SPRY. Upon closing, Silverback equity holders are expected to own approximately 37% of the combined company and pre-merger ARS equity holders are expected to own approximately 63% of the combined company on a fully-diluted basis. As of October 25, 2022, Silverback Therapeutics and ARS Pharmaceuticals entered in to second amendment. Pursuant to which a wholly owned subsidiary of Silverback will merge with and into ARS Pharma, with ARS Pharma surviving as a wholly owned subsidiary of Silverback (the Merger). As of August 11, 2022, Silverback Therapeutics and ARS Pharmaceuticals entered in to first amendment. The combined company is expected to have approximately $265 million in cash, cash equivalents and marketable securities at closing. As of November 2, 2022, the final Exchange Ratio will be 1.1819. At the effective time of the Merger, each outstanding share of common stock of ARS Pharma will be converted into the right to receive approximately 1.2441 shares of common stock of Silverback. ARS will merge with Silverback in an all-stock transaction. from a group of shareholders for approximately $270 million in a reverse merger transaction on July 21, 2022. entered into a definitive agreement to acquire Silverback Therapeutics, Inc. (NasdaqGM:SBTX) from a group of shareholders in a reverse merger transaction on June 10, 2022. executed the letter of intent to acquire Silverback Therapeutics, Inc. RSA is committed to sharing a world of diverse knowledge in security, which is why the theme for RSAC 2023 is "Stronger Together". RSA Conference (aka RSAC) in June 2022 was a great affair, and they've already announced the 2023 dates for their marquee event - which you can register interest for now. Known across the cybersecurity landscape, RSA Conference bills itself as "Where the world talks about security". version, you can expect up to four days of hands-on trainings plus the traditional (for Black Hat, anyway) event space with Briefings, exec summaries, Arsenal, and probably some games too. The final Black Hat of 2022 takes place in London, with a hybrid offering for those unable to attend in person. Interactive breakout sessions that train, challenge and connectĮngaging speeches about new strategies, solutions and moreĪn evolution from the previous Hack event in 2021, Black Hat's MEA series will include an Executive Summit, plenty of Briefings, Arsenal and Trainings and, of course, a gaming tournament featuring none other than Capture the Flag! Register now to take part in innovation across the region. Pro-tip of experienced attendees? Going to Black Hat and DefCon back-to-back, making this the ultimate week in any security calendar.Ĭost: Various pricing levels general pricing around $1,895 per personīack in person, InfoSec World is a leading security conference for both practitioners and leadership. Other smaller "cons" or conventions pop up during the event, with notable ones including Queercon, Quietcon and Linecon. (Get a sneak peek with this professional documentary from the event's 20 th year.)Īttendees come from all industries, including the federal government, who obviously have a massive stake in hacking as a means to protect their networks. In fact, the hacker convention has developed into its own subculture that has no-filming policies so that every year is a surprise. Splunk is thrilled to be among them.)Ĭome all ye hackers! DefCon has reached its 30 th year and its grassroots vibe remains, despite its growth. (A major development at Black Hat USA 2022: The Open Cybersecurity Schema Framework was announced! OCSF is an open-source project with a vendor-agnostic core security schema that is supported by significant security organizations. And don't worry: we'll certainly update our BlackHat Guide for the next event! This setup enables attendees to network with InfoSec professionals from all corners and evaluate a whole slew of products, solutions and services on display that might just suit your needs. Two days of main conference events including briefings, Business Hall, Arsenal and more Up to four dedicated to hands-on and technical trainings Spread over four days, it usually follows a pattern of: At this event, you can expect the absolute latest and biggest InfoSec research, development and trends. InfoSec, Cybersecurity & IT Conferences and Events 2022Ī legend in the field going back 25 years, Black Hat is the premier meet up of security engineers, developers, ethical hackers and leading companies. (Check out our DevOps Conference and Blockchain Conference roundups, too!) (To add an event to this list, contact with conference name, dates, location, website and a quick summary.) So, if you're a security pro and looking to get back to in-person conferences, we've got you covered with this round-up of top security conferences, split between 2022 events and 2023 events. After all, at the end of the day, security relies on good data - and today, we have more data than ever. Finally! It seems we are all beginning to travel and gather again to network, learn and see work colleagues that we haven't seen in person in years.įor security professionals, your role is perhaps more visible than it ever has been, with news of cyberattacks and data breaches making headlines on a routine basis. Culture: One must obtain a total of 20 great persons, wonders, and/or converted cities in any combination.A Domination Victory will be awarded to the civilization closest to this goal if no one has reached it at the year 2100. Domination: One must capture all other civilizations' Capital cities, but they do not need to capture every other city.Different civilizations have distinct advantages over others depending on their " bonuses." Unless specified/defined in a scenario all four victory conditions are open to be used. In addition to naming cities, players are randomly allowed to name geographical features such as mountain ranges, plains, forests or rivers.Ī victory can be achieved in four different ways. For the console version, the game-play has been streamlined and simplified to make the game easier to play for newcomers to the series. In Civilization Revolution, the games for the most part can be finished within three hours. In past installments, the player had more control over the rules of the game and often the game could last for more than ten hours. 12 Postponement/Cancellation of Wii EditionĬivilization Revolution is a turn based strategy game in which the player can take on the role of one of 16 different civilizations, each with special abilities, occurring from prehistory to modern times and the near future.The Xbox 360 version of the game was made backwards compatible for the Xbox One in April 2017. Facebook "Search" has no obvious link to it. The Facebook MMOG CivWorld has been replaced by the iOS version of Civilization Revolution. The demo allows players to play until 1250 AD as Cleopatra or Julius Caesar, and also allows multiplayer play. Sid Meier was enthusiastic about this game, being quoted in both the press release and trailer as saying, "This is the game I've always wanted to make." Ī demo was released on Xbox Live Marketplace and the North American PlayStation Store on June 5, 2008. It was the first time since Civilization II's release on the PlayStation (1998–1999) that the Civilization series appeared on a home video game console, the third entry to have one, and the second one since Sid Meier's Civilization's 2006 N-Gage port to appear on handheld. The lack of a PlayStation Portable version was attributed to a lack of development manpower. A Wii version was originally expected but was put on indefinite hold. It is now available for the Apple iPad as well as the iPhone and Windows Phone. Sid Meier's Civilization Revolution (called Civilization Revolution or CivRev for short) is a 2008 iteration of Civilization developed by Firaxis with Sid Meier as designer for the Nintendo DS, PlayStation 3 and Xbox 360 consoles. Step 6 : Plug in the socket the power connection to power up the scanner. If the Get Help app is unable to resolve your printer issue, try the possible solutions listed: Step 1. With the ignition on, the voltage drop across the ground. Do not connect to the body or chassis ground but to the battery terminal directly. TEST 1: Connect the positive DMM lead to DLC pin 4 and the negative DMM lead to the negative battery terminal, using jumper wires if necessary. Make sure you are using the correct power adapter (12V/5A). If the scan tool does not receive data from an OBD II vehicle. You are suggested to use fastening tools to prevent the device from being offline. scanner having means for reading and processing bar code data and including a data line and a clock for either supplying signals to a computer or for. The Dongle USB is the key that lets the software FreeScan to be access, without it the software and the scanner will not work.Įnsure that cables are not loose during the above operations. Modern scanners are complex and often serve. Step 5 : Insert the Dongle ( 8) into the PC USB port. All issues related to scanner malfunctioning may be divided into two main groups of causes: hardware and software. It usually happens if the connection in not with USB 3.0, that the scanner will not be seen or it will register very hard the points while scanning. Usually the USB 3.0 is marked with the color Blue.Step 4: Connect USB port ( 3) on the aviation cable to the PC USB 3.0 port. Step 3: Connect the power adapter ( 5) into the aviation cable ( 4). Step 2: Connect the power cord ( 6) to the power adapter ( 7) Step 3: Click the Run compatibility troubleshooter button to continue. Step 2: Switch to the Compatibility tab on the Properties interface. Step 1: Right-click your Epson scanner icon and select Properties. The necessary cables and items are in the box with the scanner So, you can run the compatibility troubleshooter to solve the problem. Step 1: Connect the aviation cable ( 4) to the power port ( 1) and the USB port ( 2) Instructions on how to connect the Scanner to the Computer It is really important to make sure that all connections are tight and the cables are not loose in the specific place. This article will help you in, 6 steps, to connect your scanner to your PC. Louis Post-Dispatch,” “One Last Strike: Fifty Years in Baseball, Ten and a Half Games Back, and One Final Championship Season” with Tony La Russa and “Get Up, Baby!: My Seven Decades With the St. He wrote “Tom Seaver’s Scouting Notebook” with Tom Seaver and Bob Nightengale, “The Commish and the Cardinals: The Most Memorable Games, as Covered by Hall of Famer Rick Hummel for the St. The Cardinals named their media area the Bob Broeg-Rick Hummel Press Box. He was selected Missouri Sportswriter of the Year four times by the National Sportswriters and Sportscasters Association, was BBWAA president in 1994, was inducted into the Missouri Sports Hall of Fame and the St. Taylor Spink Award for meritorious contributions to baseball writing, which in 2021 was renamed the Baseball Writers’ Association of America Career Excellence Award. Hummel was the 2006 winner of the Hall of Fame’s J.G. “When I broke in here, the newsroom was typewriters, pneumatic tubes and editors yelling, `Copy!’” “I was dragged into the 21st century kicking and screaming,” Hummel wrote last year. Since retiring, he had written several baseball stories during spring training and early this season for The Associated Press. “It is possible, perhaps probable, that I had more bylined articles in the Post-Dispatch - certainly in the sports section - than anyone else who ever has worked there. There was the Mark McGwire-Sammy Sosa home run chase of 1998 and `Whiteyball’ in the mid-1980s when Whitey Herzog’s Cardinals played a different game than any other club in baseball.” “I got to cover countless Cardinals playoffs, including three World Series champions, 35 World Series and the past 42 All-Star games, starting and ending in Dodger Stadium. “The 51-year ride, except for a couple of broken windows, has been a smooth one,” Hummel wrote in a farewell column in the Post-Dispatch last November. Hummel took over as Cardinals beat writer through 2002, then served two decades as the paper’s national baseball writer. Hummel first started covering baseball in 1973 and was subbing for baseball writer Neal Russo on a trip to Cincinnati when he covered Tom Seaver’s no-hitter on June 16, 1978. Army and was hired in 1971 by Bob Broeg, the celebrated former Cardinals beat writer who was sports editor of the Post-Dispatch. He worked for the Colorado Springs Free Press/Sun while also serving in the U.S. There are different types of Bezier Keyframes. You may move on and click the stopwatch icon by any layer property to create linear keyframes. There’s no life in such animations and is created with a uniform rate of change. Linear Keyframe is the starting point and is set by default because it creates mechanical and boring looking animations. The bars are evenly spaced out between right and left. The After Effects start interpolating immediately where the bar should be for each of the frames between 0 to 0.8 seconds. And the After Effects does perfectly the same. So for example, you instruct After Effects that a bar will be on the right of the screen at 0 seconds and the same bar will be at the left side of the screen at 0.8 seconds. The property values are interpolated by After for all times between keyframes. Detailed Introduction: Interpolationĭo you know that the After Effects magic starts from an unusual word, interpolation? What does the term interpolation refer to? According to Interpolation, the animation doesn’t require drawing or modifying frame by frame design like the old Disney days.Īs per Adobe’s official interpretation of Interpolation, “it is a process of filling in the unknown data between two known values.” You just need to set the keyframes at a certain time to specify the value of the property. For instance, you may add simple expression 100 in order to set the opacity property to 100%. If you want to disable the keyframe for some time, set the property to a constant value by adding an expression. Deleting all keyframes does not delete or disable expressions. Clicking on the stopwatch button cannot restore your deleted keyframes. The deactivation process permanently removes all keyframes for that property and the value of that property becomes the current time’s value. You may move the stopwatch to the left of the name of the layer property in order to deactivate it. And, for one layer property, if you want to delete all keyframes, the stopwatch button must be clicked to stop. In the graph editor if you wish to delete one keyframe, Ctrl-click (Windows) or Command-click (Mac OS) a keyframe with the Selection tool. How to Delete Keyframes in After Effects?įor deleting the keyframes, you may select the keyframes you wish to remove and click the Delete button. If you want to create after effects keyframe without any change of value, you may use the copy and paste it at a new position or click the gray keyframe navigation button to the left of your layer. But, if the layer property is inactive, the keyframes will not appear and the value of the layer also remains constant for the complete duration and is not affected by the adjustments. Now, whenever you make any changes to the layer value, if the layer property is active, the existing keyframe or the new keyframe is automatically adjusted with the change. When you see the blue light on the stopwatch, it means your property is active. At the CTI or the current-time indicator, you can see the keyframe on the property you selected. How to Add Keyframes in After Effects?įirstly, click the stopwatch, choose the layer property, and create a keyframe. This helps to unlock a world full of possibilities for Motion Design. Not just the timeline, you may add keyframes to effects as well. The effects can get better flexibility by adding Keyframes to it. By using the keyframes, an element’s opacity can be changed from 100% to 0% visibility overtime or the scale of the element from 0% to 100% over time. Keyframes are not just about moving a layer from one side to the other side of the animation. You have already learned that the keyframes instruct the After Effects where to start and stop the animation. In animation, the Keyframe is the supreme component and that is the reason for it to be used in each and every effect and property. As soon as the after effects keyframes are set in the timeline, it is when you are directing the After Effects to begin animation at that point of time and end where the other keyframe is set on the timeline. The timeline panel shows you the set after effects, keyframes. The timeline is present in every single MoGraph (Motion Graphic) application where you may add keyframes for creating movement. Usually, a minimum of two keyframes helps in changing the value of the property, one being placed at the beginning and the other being placed at the end using a new value. The animations are created by setting the markers and changing the values. It can be set for any kind of properties in effect like opacity, anchor point, rotation, scale, shortcut, or plugins. What Is Keyframe?Īs the animations and videos are made up of frames, at a particular time a keyframe mark is created for a particular layer property’s value. Let’s learn more about after effects keyframe in detail. The After Effects keyframe helps in bringing the motion graphics to the next level and make the animations more realistic. This music application has uninterrupted possibilities for people to investigate on mobile devices. People did also love the stable sync the app provides.Īll people are required is a single click to keep various tracks in phase. With the split audio feature, people can listen to tracks before taking action to mix them. This allows simultaneously setting loops and hot cues on the beat. Another amazing feature of this amazing dj application is the quantized mode. 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