Data science venn diagram v2 0Jobs
In the attached HTML pages extract the (valid JSON) part only (Python or PHP). Starts with : {"data":{"question":{"pagedListDataConnection" Ends somewhere here : {"minSeq":"0","channel":"main-w-chan51-8888-react_uzonmseebkkzidac-MRb2","channelHash":"17978758530268586595","boxName":"chan51-8888","baseHost":"","targetUrl":"","enableWebsocket":true},"broadcastData":{"categoryToDepkeys":{"Viewer:isUniversalLoggedIn:Vmlld2VyQDA6MA==":["LIUS:d1a97be745ad05203c316c52e05659bc","LIUB:51c686f136238887af1ffc4ce43bb59d"]},"depkeyT...
I have a simple custom indicator in thinkorswim and need converted for tradovate. I hope you have knowledge of trading software. Must start and finish within a few hours. Here is code from thinkorswim that needs to be converted input RiskUnit = 150; input buffer = .00; input digits = 0; def price = close(priceType = ); def candleRangeBull = price - low + buffer; def candleRangeBear = high - price + buffer; def BullRisk = (RiskUnit) / round(candleRangeBull); def BearRisk = (RiskUnit) / round(candleRangeBear); def BullRisk1 = rounddown(Bullrisk, digits); def BearRisk1 = rounddown(Bearrisk, digits); def o = open; AddLabel(yes, "Risk: " + AsDollars(RiskUnit) + " Ele : "+ (if price > o then BullRisk1 else BearRisk1), if price > o then else ); https://trado...
I have a simple custom indicator in thinkorswim and need converted for tradovate. I hope you have knowledge of trading software. Must start and finish within a few hours. Here is code from thinkorswim that needs to be converted input RiskUnit = 150; input buffer = .00; input digits = 0; def price = close(priceType = ); def candleRangeBull = price - low + buffer; def candleRangeBear = high - price + buffer; def BullRisk = (RiskUnit) / round(candleRangeBull); def BearRisk = (RiskUnit) / round(candleRangeBear); def BullRisk1 = rounddown(Bullrisk, digits); def BearRisk1 = rounddown(Bearrisk, digits); def o = open; AddLabel(yes, "Risk: " + AsDollars(RiskUnit) + " Ele : "+ (if price > o then BullRisk1 else BearRisk1), if price > o then else ); https://tr...
...()+1; var topSheetRows = (); //var sheetFolder = findFolder(targetFolderId,targetFolderName) var archiveFolder = findFolder(archivedProjectsFolderId,archivedProjectsFolderName) var values = (2,10,topSheetRows,1).getValues() var j=2; for(var i = 0 ; i < ; i ++){ var value = values[i][0]; if (value == ""){break;} var rowValueA = (j,1,1,11).getValues(); var rowValue = rowValueA[0] if(rowValue[5] == "Completed"){ var projectId = getIdFromUrl(("regroupsolutions","")); (projectId) var projectFile = null; try{ projectFile = (projectId); }catch(e){} //var projectFile = (projectId)
...output) will be "jumping" prices, not generic. Like postal code 0 to 2500 is base price, 2501 to 2700 plus 100kr, 2701-4000 plus 200kr, 4001-4300 plus 300, 4301-4999 plus 400 and over a certain postal it will only be possible to chose 2 hours for example. The number of "minimum hours for your postal code" should be a separate output just like the price result An alternative input is needed too. An empty box/line where the postal code can be typed in and the calculation will be given without the slider. You can find an example of this here: Scroll down to the pink header saying "Kom din pris lidt nærmere.." There is the direct input to type in as an example. The data will have to be provided by us, so just use example numbers
Design o...rt-6-financial-modeling/?__cf_chl_jschl_tk__=b6b18156394a264cc2105844f14e472b02af52cf-1581033414-0-ARzseFCoRWn--2fRmKqgyq8jpuGvqPi4C3tctxI-uZuq5b8B7tKriCmC3jDNVxSwYYEVJu6E6SAe7qMYnN85D9MHAHPyIqqHzz4pbhL_c58KIbwv7rs5-vc7fYXI5knRpLl2F8IutRmpsAaBwhMO8DB1KM-C-rhfJxbR_AotIctCTkMbbiSrloRRTeKmduu--4UVivhfvB1Cc41JsAhH2vCGmAQIhliaGX4DnOvV0OS07CJf6hDKDBia6JhsJ-CHrLPkFTrNacM7CJ7buVGRwUw6VObu0eTxj-C-QS_s7-FVGMpqIwyLR4U7RCxnp9rDjTdKRWLUh1EIezP_V0exOvYLm84AF-0K8cgSUy9nYwlQCZKX-ufFhZpUrTrjGBHD-w
I need 2 posers done, for selling kayaks. Color: 4+0 Size: 79 x 119 cm Must look like summer & sun - thats is what we are selling. POSTER 1 TEXT: Header: Kajakken som alle kan sejle H2: Perfekt til sommerhuset H3: Sæt dig ned i den, og sejl afsted H4: Bestil idag, og vi leverer uden beregning. POSTER 2 TEXT: Header: Nem og stabil kajak H2: Til børn og voksne H3: Perfekt til sommerhuset H4: Bestil idag, og vi leverer uden beregning. I have uploaded some pictures for using. I have also uploaded a picture of the sign that the poster is for. Feel free to write me questions.
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Mit firma hedder LifeCraft og sælger viden om hvordan man frigør sin livskraft og opgraderer sit liv. Jeg vil have et logo der ligner ringe i vandet, i guld - og guldet skal se så ægte ud som muligt. Evt kan ringene rundes så det former en klode? Kom med oplæg, jeg glæder mig til at se det :0)
Objectives The project in this semester is an interdisciplinary project. It combines distributed systems design, computer science and computer networks. PDA based flexible ticket system You are going to implement a prototype of a flexible ticket system. In its complete version it is going to replace the current RF-id tag based system. The new system expected lifetime is 5 year only. In 5 years it is expected that face recognition has advanced sufficiently to allow ticketing based entirely on automatic unattended image processing. While the proposed system only partly reduces the manual control, it will reduce the amount of sign in /sign out equipment on platforms and placing that equipment entirely in the rolling stock. Each train compartment or bus is already equipped...
Objectives The project in this semester is an interdisciplinary project. It combines distributed systems design, computer science and computer networks. PDA based flexible ticket system You are going to implement a prototype of a flexible ticket system. In its complete version it is going to replace the current RF-id tag based system. The new system expected lifetime is 5 year only. In 5 years it is expected that face recognition has advanced sufficiently to allow ticketing based entirely on automatic unattended image processing. While the proposed system only partly reduces the manual control, it will reduce the amount of sign in /sign out equipment on platforms and placing that equipment entirely in the rolling stock. Each train compartment or bus is already equipped...
I need you to create a form with two rows the form consists of the following that can be ticked, for the ticked items a result has to be shown apon submission: 0-7 show green circle. du har lavt stress niveau 8-14 show yellow circle, du har middel stress niveau 15-21 show red circle, du har højt stress niveau 22+ show Red/Black circle, du har ekstremt højt stress niveau Items to tick are listed below, the form has to be made so it Works on our website in wordpress Hovedpine (migræne eller spæninger) Rygsmerter spændte muskler Nakke og skulder smerter Spændinger i kæben Muskel Kramper Nervøs mave andre smerter Kvalme Træthed, mangel på energi Kolde h&ae...
Til et projekt til børn ønskes små historier skrevet der tilknytter sig til nogle danske sange. For eksempel indgår Den Blå Anemone som en af sangene og der skal skrives en lille eventyragtigt historie. Der skal skrives ca. 8 historier på max 4 linier pr. historie. Versform er også en mulighed. Der vil være en sommerfugl som er den gennemgående figur. Der vil være musik og b...tilknytter sig til nogle danske sange. For eksempel indgår Den Blå Anemone som en af sangene og der skal skrives en lille eventyragtigt historie. Der skal skrives ca. 8 historier på max 4 linier pr. historie. Versform er også en mulighed. Der vil være en sommerfugl som er den gennemgående figur. Der vil være musik ...
Jeg skal lave en prissammenligningsside. Jeg har samlet alle priser hos en forhandler og skal nu have fundet de samme produkter hos andre forhandlere. Jeg har lavet et excel ark hvor jeg liste alle URLs til den primære forhandler. Det er så jeres opgav...skal nu have fundet de samme produkter hos andre forhandlere. Jeg har lavet et excel ark hvor jeg liste alle URLs til den primære forhandler. Det er så jeres opgave at gå ind og finde det tilsvarende produkt hos de andre forhandlere og indsætte links i Excel arket. For at produkterne er de samme skal I tjekke at billedet er ens. Hvis I ikke kan finde det pågældende produkt skal der bare skrives 0 i cellen. Se vedhæftede fil for hvordan templaten ser ud. Det drejer sig ci...
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...presentation is to educate a general audience about the inner workings of the product, meaning it must be thorough without being overly technical. - Target Audience: The audience for this presentation is not expected to have an in-depth understanding of the subject matter, so the ability to explain complex concepts in a digestible and engaging manner is crucial. Ideal Candidate: - A background in science or similar field with a strong understanding of technical concepts. - Prior experience in creating educational materials or presentations. - Excellent communication skills to engage and inform a non-technical audience. - Proficient in creating visually appealing and informative slides. The successful freelancer will be able to demonstrate a clear understanding of the requiremen...
I am in need of a skilled animator who can create a series of 3D animations for Physics, Chemistry, and Biology topics targeted at a class 10 level. The animations should be interactive in n...and Biology topics targeted at a class 10 level. The animations should be interactive in nature. Key Requirements: - The project involves creating 3D animations for class 10 grade students. - The content should be educational and engaging. Ideal Skills and Experience: - Proficiency in 3D animation software. - Previous experience creating educational content. - Understanding of class 10 level science topics. - Capability to make interactive animations. Please include samples of similar work in your bid. The length of the project and payment will be negotiated based on the breadth of your ...
I'm seeking a talented model maker to craft a Warren Truss bridge model for educational purposes. The model must be:0 - Made entirely from popsicle sticks, measuring 114.3mm L, 10.16mm W, 3.175mm thick (unmodified) -Joints to be glued together - Scaled to a total length of 1 meter. Ideal candidates for this job will be proficient in: - Model making with attention to detail. - Working with wood, specifically popsicle sticks. - Understanding and executing basics of Warren Truss bridge design. Experience in educational models is a plus. Please provide portfolio examples where available. This task involves not only skill but also creativity and understanding in mechanical principles. The successful candidate will demonstrate these attributes.
I have a communication protocol that is diagrammed. I need a freelancer to define it as a REST API. The freelancer can define it using POSTMAN and send postman data to me. all of the protocol data is integer type pls refer protocol diagram You must read the following before bidding 1. the bid price and schedule will be established at the time of bidding. If you talk and re-negotiate, it's a waste of each other's time. 2. Milestones are released after all deliverables have been received and verified.
I am in need of a system that automates employee scheduling. This tool should ideally be web-based, but I am open to exploring other effective solutions. Every Friday, I r...Features: - The system should cater to 33 employees for now, but the capacity should be scalable as my business is growing. - It is paramount that the system includes a creative, efficient, and easy-to-use method for employees to indicate their time slot preferences. I am not inclined to conventional selection methods like online forms, mobile apps, or email. Skills and Experience: Python, data science, Machine Learning, automation, flask Hello, I'm looking to automate my weekly schedule. I've included a link of what i'm looking for .
...deployment of our Moodle based learning management system (LMS). Key responsibilities will include: - Designing content in Canva, Moodle, and iSpiring: Bring creativity and visual appeal to the content design (e.g. slides, presentations, quizzes, SCORM content, audio video material, etc). Ideal candidate should be able to manage coursework for basic CBSE curriculum (English, Maths, Science, Social Science for classes LKG-X) - Moodle site and user administration: You will be responsible for the day-to-day administration of our Moodle site. Key tasks will include user administration and course management. An understanding of Moodle administrative functionalities would be preferrable. We particularly keen on finding someone who can provide creative and visually appealing...
...Expertise in and .Net • Proven experience with API integration • Good problem-solving skills and attention to detail Your bid should cover all these aspects and include examples of previous similar work you have done. Looking forward to working with you. front-end dropbox link :
I'm looking for a skilled developer to help me integrate Billdesk Payment Gateway on my ASP.NET platform. Key Requirements: - Integration with Credit cards, Debit cards, Net banking, and UPI - No support needed for recurring payments Your Expertise: - Strong background in ASP.NET and Payment Gateway Integration - Proven experience with Billdesk Payment Gateway is a plus - Familiarity with the Indian payment landscape is beneficial
I'm seeking an experienced analyst to apply ImageJ techniques on specific samples, which include DNA, chemical structures, and polymers. Responsibility for this project will involve: - Measurement and quantification of the samples, including the calculation of bond lengths and symmetry. - Providing numerical values as output. - Describing the methodology used for analysis. - Must have science background 1)Bond lengths and symmetry of a graphene lattice 2)Width a carbon nanotube 3) Dimensions of a benzene ring symmetry and bond lengths 4) dimensions of a mica lattice symmetry 5) dimensions of a crystalline inorganic material Size of a single polymer 6)Width of a DNA molecule Substantial knowledge and experience with ImageJ, biological and chemical analysis, and the ability to...
...experienced developer to create a custom Chrome extension for me. This extension will be a dark mode tool, allowing users to convert any webpage to dark mode and vice versa. Additionally, it should have the following features: - An auto mode that toggles automatically between light and dark mode from 7:00 PM to 7:00 AM - A page brightness toggler, allowing the user to adjust the brightness from 0% to 100% - An option to whitelist any web page and manage the whitelist - A one-time payment option - A designated area for logo positioning Ideal skills for this project include: - Proficiency in Chrome extension development - Experience with dark mode implementation - UI/UX design skills for the logo positioning - Knowledge of whitelisting functionalities in Chrome extensions - Imple...
I am seeking a seasoned Siemens PLC programmer who is skilled in industrial automation. Key Responsibilities: - Must be...programmer who is skilled in industrial automation. Key Responsibilities: - Must be proficient in various programming languages including ladder logic, structured text, and function block diagram. - Experience working with different Siemens PLC models, though specific model preference was not indicated. - The project involves tasks related to Industrial automation, so any experience in this field would be highly advantageous. Ideal Skills: - Proficiency in Siemens PLC programming - Prior experience in Industrial Automation - Knowledge and experience in ladder logic, structured text, and function block diagram - Ability to work with a variety of Si...
...captivate the adult reader. The artwork should therefore be sophisticated and offer an immersive sci-fi experience. The specific scientific subject of the comic book is currently undecided. As such, it would be great if you could offer suggestions based on your professional experiences. Please include these in your proposal. Apply if you're excited about compounding the genres of sci-fi and science into a visually engaging comic book....
Develop a Splunk App that integrates with the my API to scan URLs for scam activities and display the resulting scam scores (ranging from 0 to 100) within Splunk. The plugin will enhance cybersecurity measures by providing real-time alerts and insights based on the scam score data. Key Deliverables API Integration: Securely integrate the my API to fetch scam scores for URLs processed within Splunk. Custom SPL Command: Implement a custom SPL command that allows users to invoke the my API directly from the Splunk search bar. Interactive Dashboards: Develop interactive Splunk dashboards that display scam scores and relevant analysis. Configuration Interface: Create a simple UI within Splunk for configuring the plugin settings, such as API keys and alert thresholds. Automated Al...
To ensure ongoing productivity within my operations, I'm in need of a talented Python programmer who can masterfully create a script specifically for a Topaz Signature Pad. The project w... - Capture signatures from the Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3. Simple gui with 2 buttons, start siging and save image. Image then shown in gui and saved in database. This are the available SDKs /software combine what you need i am on a windows pc with the topaz in front. Python is main but load or do what you need. The captured signatures should be saved in a format that's optimal for database storage and for use in official forms. The preferred database management system for storing these signatures is SQLite3.
Present the project methodology Built 3 deep learning models for handwriting character recognition in Python I need to get a detailed technical report made regarding the steps followed to get the results and their discussion and network descriptions etc.
...blocks to all of the equivalent blocks including those in the sidemod and Pixelmon mod and translate the world file to a 1.20.1 world 3)Package all required mods to run, and the world file and return them in a reasonable timeframe Ideally I'd like to find someone able to take the world download provided and return a complete world download The current world download runs on: BiomesOPleanty 1.12.v2-7.0.1 Optifine 1.12.2 Pixelextras 3.2.4 Pixelmongenerations 1.12 v2.6.7 and the completed world should match all of these mods to a 1.20.1 equivalent (except Pixelmongenerations 1.12 v2.6.7 as there is no 1.20 version) and add the new Pixelmon Generations mod and its dependencies including: architectury 9.1.12 botarium forge 1.20 v2.3.1 cobblemon forge 1.20 v1.4.1 Generations-Co...
...will enhance the user experience and provide additional context to the subjects being taught. Subject and Focus: The augmented reality application will be focused on the subject of Science. It should be designed in a way that makes learning science fun, interactive, and easy to comprehend for its users. Ideal Skills and Experience: - Proficient in Unity and AR development. - Experience in creating interactive educational applications. - Strong understanding of 3D object manipulation and real-time information overlay. - Previous work or interest in educational app development, especially in the field of Science, would be highly regarded. If you're a professional team with a proven track record in AR development and educational app creation, I would love to h...
I am loo...particularly in the field of Science and Technology. The task involves creating a comprehensive LaTeX report based on detailed academic research. Key Responsibilities: • Comprehensive review of the given research data • Converting the researched data into a LaTeX report • Detailed statistical analysis of the data • High-quality academic writing and presentation Ideal Skills: • Proficiency in LaTeX • Experience in academic writing in the field of Science and Technology • Strong statistical analysis capabilities • Excellent research skills This role is perfect for a detail-oriented individual who can present complex scientific research in a coherent and detailed report. The final report should pr...
I'm in need of an engineering professional with a sound understanding of material science and physics, particularly surrounding plastic as a material. The task is to calculate the weight of a plastic water tank that will be positioned above ground. Key Points: - Calculate the weight of a plastic water tank in kilograms - Position of the tank: above ground - Must have knowledge of material properties of plastic - Ability to conduct engineering calculations with precision Ideal Skills: - Engineering background, particularly in structural design - Proficiency in physics and calculations - Experience in working with water tanks support - Attention to detail and accuracy in calculations - Previous experience with similar projects is a plus.
I'm looking for a developer skilled in C langu...Expertise in C language and operating systems is important for task completion. The major aim is to improve system performance and resource allocation, thus in-depth knowledge in thread scheduling is required. The sample output should resemble: Enter the number of processes: 3 Enter the time quantum: 3 Enter arrival time, CPU burst tine, 1/0 burst time, and second CPU burst time for each process: Process 1: Arrival time: 0 CPU burst time: 6 i/0 burst time: 10 Second CPU burst time: 4 Process 2: Arrival time: 2 CPU burst time: 9 I/o burst time: 15 Second CPU burst time: 6 Process 3: Arrival time: 4 CPU burst time: 3 I/o burst time: 5 Second CPU burst time: 2 P1P1P1P2P2P2P1P1P1P3P3P3P2P2P2P2P2P2P3P3...
I am on the lookout for a specialist in electrical classic control who can assist me in understanding better the SLD (Single Line Diagram) control circuitry, particularly as pertains to a Siemens substation system. Key Aspects: - Circuit Diagram Interpretation: I've reached an advanced level of understanding, but a deeper interpretation is required for me to grasp the intricacies fully. - Circuit Symbols & Fault Follow: My current challenge is the in-depth interpretation of circuit symbols and understanding how to follow faults using the SLD. Ideal Skills and Experience: - Detailed understanding of SLDs and schematic diagrams. - Proficient knowledge of electrical classic control. - Experience in handling Siemens substation systems will be beneficial. - Experti...
Got it. Here's the complete message without any brackets: Seeking a proficient translator for my science project. The project involves technical terminology and concepts related to [science]. The translation needs to be accurate and maintain the scientific integrity of the content. Preference will be given to translators with experience in scientific translation.
I'm seeking a computer science tutor to guide me through QuickBooks and Excel. - Topics include QuickBooks, Excel, data structures, algorithms and programming languages. - Primarily need help with data entry and organization in QuickBooks and Excel. - Additionally, assistance with Formulas and Functions in Excel is required. Ideal candidate should have: - Proficiency in QuickBooks, Excel and knowledge of data structures and algorithms. - Strong background in programming languages. - Experience in tutoring or teaching will be a plus. Please note that the volume of entries or rows of data is minimal, less than 100. Looking forward to your proposals!
I'm searching for a skilled editor to help me revise and improve my science fiction novel. It's a substantive editing task, focusing on major elements of the story. Key Tasks: - Enhance Character Development: Ensure characters are engaging, consistent and well-developed throughout the story. - Improved World-Building: Help me make my fictional world more immersive, realistic and logically consistent. - Refine Plot Pacing: Ensure that the plot moves in a compelling and well-paced way, keeping readers engaged. This job requires a deep understanding of science fiction storytelling, its conventions, and the ability to help me bring my characters and world to life. I'm looking for an experienced editor who can not only identify weaknesses in these areas, but also ...
...using gstreamer with golang and the go-gst bindings. Once the stream is ingested we need to break-out in to children pipelines to perform various tasks such as creating HLS segments and persisting to disk for future playback and transcoding H.265 to H.264 so that the stream is compatible with the WebRTC requirement of H.264 support. Functionality The functionality demonstrated in the above diagram is broken out to: Ingest Pipeline Responsible for connecting to the IP camera over the RTSP protocol using the rtspsrc element. Once connected the pipeline needs to prepare the stream for consumption by lower pipelines as below. Segment Pipeline Take the input stream and output HLS segment files which will be persisted to disk over NFS. It is important to note that we need a hook...
We are on the lookout for a skilled writer with open genre expertise. As some pertinent details have been skipped, we are keeping our requirements flexible. - Type of Writing: Be it creative, technical, or copywriting, your proficiency in all is appreciated. - Topic Genre: No particular subject is specified. Hence, your ability to write on a wide range of topics, including science, business, and education, is valuable. - Writing Purpose: Whether it is informative, persuasive, or entertaining writing, overlap them or work with one, based on the given task. Ideal freelancers should have a diverse portfolio showcasing their ability to work with multiple writing formats, topics and purposes. Strong research skills will also be a plus, given the open-ended nature of the requirement.
...$this->logger->warning( $this->logPrefix . " $line " . $line ); if ($line === false || $line === '' || socket_last_error($sock) !== 0) { if ($line === false) $this->logger->warning($this->logPrefix . "LINE FALSE"); if ($line === '') $this->logger->warning($this->logPrefix . "LINE EMPTY </root> non ricevuto.... messaggio TCP interrotto "); if (socket_last_error($sock) !== 0) $this->logger->warning($this->logPrefix . "SOCKET LAST ERROR"); break; } elseif (socket_last_error($sock) !...
Hi , i want a freelancer that's going to prepare diagrams for me before 12 pm gmt+0 of 03/05/2024 , they're diagrams of school management like the one in this video contact me really fast and provide some examples of diagrams that you did before with the idea of the project
I need an in-depth and comprehensible 2000-word report on relational databases. This should include: - A focus on normalization and handling of relational database constraints. - An E-R diagram and an SQL query. The project description doesn't specify requirements for these, so use your expert judgment to determine what is necessary. - The report should also be accompanied by a 15-slide PPT presentation summarizing the report's highlights. Ideal Skills & Experience: • In-depth knowledge of DBMS • Expert understanding of relational databases • Proficiency in E-R diagrams and SQL query • Excellent report writing skills • Experience in creating engaging PPT presentations.
I'm in need of a custom supply and demand project that can be used for market analysis, Key Requirements: - Two diagrams shou...Revenue, and Consumer/Producer Surplus. - The design must be easy to understand for those not so well-versed in economics. - Last question is optional, but will pay extra to be done. - Diagram labelled fully Your Deliverables: - Hand-drawn or software used to draw the 2 graphs. - 4 points briefly summarising what happens to consumer and producer surplus and relate that summary to the deadweight loss. (last question optional) Ideal Skills & Experience: - Proficiency in Economics, especially in Supply and Demand principles. - Experience in creating graphs that simplify complex data. - Ability to present the data in a visually engagi...
I am in need of creating quality Class, Sequence and Activity diagrams for a scenario, the details of which will be disclosed once you are hired. Ideal skills and experiences: - Expertise in UML (Unified Modeling Language) Designing - Proficiency in using tools such as Luci...details of which will be disclosed once you are hired. Ideal skills and experiences: - Expertise in UML (Unified Modeling Language) Designing - Proficiency in using tools such as Lucidchart and Visio - Experience in creating Class, Sequence, and Activity Diagrams - Ability to make clear and comprehensive diagrams for scenarios even if not explicitly explained. Note: Although the purpose of the diagram creation and the specific scenario weren't shared, professionals adaptable to any given scenarios...
