10 Algorithms Machine Learning Engineers Need to Know
Want to know the most commonly used algorithms which can be applied to any data issue? Here's the list.
...aid organizations Damage reporting and management: Photo, video, and location-based damage assessment and reporting Automated notifications and tracking for relevant authorities Aid and resource sharing: Announcements and coordination of donations such as clothes, food, medicines E) Data and Analytics Module User-based disaster risk analysis (based on age, health status, environment) Community-wide disaster trends and response effectiveness analysis Dashboards for local governments and disaster teams (number of affected, aid requests, response status) F) Institutional and Official Integrations Integration with AFAD, local municipalities, health institutions, and other emergency units Official tools and reporting systems for disaster management plans and drills R...
...develop an end-to-end system using Google Cloud Platform infrastructure, comprising the following components: AI Virtual Customer Representative (Chatbot): A natural language processing (NLP)-enabled system that can automatically respond to website and social media messages. AI Sales Assistant: An automation tool capable of identifying potential customers, presenting offers, conducting preliminary analysis, and following up on sales. Meta Integration (Instagram/Facebook): Integration with Meta Business API to enable chatbot (cBot) responses to comments and DMs. CRM/ERP Module: A custom AI-powered system to collect, analyze, and manage user data and business processes including sales, offers, customer tracking, and operational data. Additionally, I'm looking for serverle...
Doğu Kazakistan ve Almatı bölgelerinde küçük hidroelektrik santrallerinin (SHPPs) inşası için arazilerin belirlenmesi
...Requirements: The anti-cheat system should focus on detecting collusion, particularly the intentional discarding of tiles to benefit known opponents. Consider the following methods: * Statistical Analysis of Tile Discards and Takes: Analyze patterns in discarded and taken tiles to identify statistically improbable scenarios. Markov Chains or similar techniques are recommended. * Analysis of Win Rates and Score Distributions: Track win rates and score distributions to detect statistically significant deviations. * Limited Game Tree Analysis: Where computationally feasible, perform deeper analysis of game states to assess the probability and rationality of player actions. * Reporting and Alerting System: Implement a system to report suspicious activity and ...
...expected. • Milestones: Milestone-based payment system preferred, with a functional demo required before full payment. Required Skills and Technologies • Web Scraping / Data Extraction (API integration or HTML parsing) • Betfair Exchange API Integration • Real-time Data Tracking and Updates • Web Development (Front-end & Back-end development) • Database Management (for odds storage and analysis) Important Notes: 1. Domain Flexibility: The domain names for Tempobet and Holiganbet frequently change (e.g., may become ). Therefore, I need an admin panel to manually update the active domain names. Without this, the system would become obsolete once the domains change. 2. System Similarity: The system should be inspired by platforms like Odd...
...personnel and track task completion in the system. Subscription Management: Companies are subscribed to the system on a monthly or yearly basis. Admins manage these subscriptions. General Manager Operations: Full Authority and Control: The general manager has full authority over all companies and personnel. They can view reports and analyze company and personnel performance. Reporting and Analysis: The general manager can generate monthly and yearly reports and performance evaluations. Subscription Management: The general manager can manage the subscriptions (monthly or yearly) of companies in the system. Company and Customer Management: The general manager can add, edit, or delete companies. Each company can only access its own customer data. Branch Supervisor Operations:...
...OpenCart customer service page and product pages. 4. **Customer Service Automation:** - **Frequently Asked Questions:** Create a database for the chatbot to automatically respond to frequently asked questions. - **Order Status Checking:** Enable the chatbot to check order status by taking the order number and querying the API. 5. **Product Recommendation System:** - **Purchase History Analysis:** Develop a system to analyze customer purchase history and make recommendations accordingly. - **Recommendation Algorithm:** Customize ChatGPT to suggest products based on customer interests and shopping habits. 6. **Purchase Guide:** - **Guide Content:** Create a guide listing popular and suitable products within specific categories. - **Chatbot Integration:** Config...
I am looking for a digital marketing intern who can assist me with SEO optimization for my website. The ideal candidate should have experience in SEO techniques and strategies. Tasks: - Conduct a thorough analysis of my website's current SEO status - Implement on-page and off-page optimization techniques to improve website ranking - Conduct keyword research and optimize website content accordingly - Collaborate with the content team to create SEO-friendly content - Monitor website traffic and provide recommendations for improvement Goals: - Increase website traffic - Improve website ranking on search engine results pages Current status of website's SEO: - Fully optimized but needs improvement Skills and experience required: - Strong understanding of SEO techniques and ...
Comparative statistic analysis, equilibrium analysis, matrix algebra üzerine basit sorulardan oluşan online sınav konusunda yardıma ihtiyacım var.
Konu: Discuss the transformation of the Roman Empire in late antiquity and the role of religion in that transformation. What were the ways in which the rise of Christianity and later the rise of Islam contributed to the transition from antiquity to the middle ages? Provide an answer based on close textual analysis of the required readings. Use at least three or more of the required readings. Compare and contrast them. Çalışma compare and contrast standartında yapılacaktır. Her bir body için farklı bir kaynak kullanılacak ve kullanılan kaynaklar MLA formatında kaynakçaya eklenecektir. Aynı zamanda yapılan alıntıların sayfa sayıları belirtilecektir. Çalışma toplamda 1200 kelime olacaktır (Çalışma kaynakçası bu kelime sınırına dahil değildir...
Twitter üzerinden Türkçe Tweetler çekilerek elde edilen veri setini kullanarak bir ürün, şirket yada markaya dair kamuoyu duygularını analiz edebilen SENTIMENT ANALYSIS (Duygu Analizi) uygulama geliştirilmesi (pozitif, negatif, nötr olarak sınıflandırma gerçekleştirecek). Makine öğrenmesi algoritmalarından faydalanılacaktır. Veri madenciliği, NLP ve Makine Öğrenmesi alanlarında çalışan bu konularla ilgilenen birisinin rahatlıkla gerçekleştirebileceği kompleks olmayan bir projedir. Argüman sağlanması adına pek çok türkçe dokümantasyon mevcuttur. Tez projesi kapsamında kullanılacaktır.
...yakınındaki kişileri bulma Yapılacak Platformlar Web | IOS | Android | Windows Mobile ---------------------------------------------------------------------ENGLISH--------------------------------------------------------------------------------------- marriage - dating site shall be performed, Features online camera interview picture does not show the desired person psychological analysis and compliance test phones with location services to find people near Do Platforms Web | iOS | Android | Windows Mobile...
I have a set of raw financial figures that first need to be entered accurately, then explored for insights, and finally presented in an interactive format. After the data entry phase, I want you to dive into the numbers, spot trends, and surface any anomalies or opportunities that stand out. All visualisation will be built in Power BI, so you should be comfortable shaping data in Power Query, modelling relationships, and designing clear, executive-friendly dashboards with slicers, drill-throughs, and dynamic KPIs. Deliverables • Clean, well-structured dataset ready for ongoing reporting • At least one interactive Power BI dashboard covering key financial metrics (profitability, cash flow, variance versus budget, etc.) • A brief walkthrough or set of notes explainin...
...report against the original source materials. Professional Assessment: Provide feedback on the completeness, logical structure, and clarity of argumentation in the research synthesis. Offer suggestions for optimization regarding the report's comprehensiveness and clarity. Work scope & schedule: This role involves reading and reviewing existing research syntheses; it does not require statistical analysis or writing reports from scratch. Each report is approximately 20-35 pages long. The task must be completed within one month. Working hours are flexible and can be arranged according to your personal schedule. Candidate Requirements: Master's or PhD student in Psychology or Health Sciences. Excellent ability to study and synthesize academic materials logically. ...
I need a fully linked, three-statement financial model for PVR INOX Ltd that I can rely on for valuation analysis. The model must cover a single fiscal year and flow seamlessly from the Income Statement through the Balance Sheet into the Cash Flow Statement, with schedules for working capital, capex, and debt clearly feeding back into the core sheets. Because this will underpin my own discounted cash-flow and multiple-based checks, accuracy and transparency are critical. Please build in clean, traceable formulas, keep hard-codes isolated, and structure the file so assumptions can be tweaked without breaking the model. I typically work in Excel, so deliver in .xlsx with no macros unless absolutely necessary. Deliverables • Integrated 1-year Income Statement, Balance Shee...
I'm seeking a skilled beta reader to provide constructive feedback on the first act of my novel. Note, this is a book with a...constructive feedback on the first act of my novel. Note, this is a book with adult themes and a strong female protagonist. Generally seeking female readers over 25. I'm particularly interested in insights on: - Pacing and structure - Story arc and progression - Compelling Character Ideal skills and experience: - Strong background in fiction critique - Experience with pacing and structural analysis - Ability to assess and enhance character likability - Prior experience with novels, especially in the pre-agent submission phase Please ensure your feedback is detailed and actionable, as this will guide my line edit and preparation ...
...and report retrieval. • A backend (your choice of modern stack) that stores user data, manages file uploads of common business formats (PDF, DOCX, XLSX, etc.), queues them for analysis, and saves the results. • An AI processing module that scans each document, extracts the relevant information, and produces a structured report—format it as PDF and make it viewable inside the dashboard. • Admin tools to monitor usage, view logs, and manage user accounts. Acceptance criteria 1. A new user can create an account, verify email, sign in, and land on the dashboard. 2. Uploading a document triggers AI analysis automatically and returns a downloadable report within a reasonable time frame (configurable). 3. All traffic—file transfer include...
...machine before I wiped the system. I now need that same command run inside a fully isolated virtual machine so every stage can be captured, unpacked, and reviewed without risking any real hardware. I am primarily worried about credentials and logins, browser sessions and cookies, files and documents—really anything the attacker might have reached for. To answer that, I’m asking for a full hybrid analysis that blends static inspection of the PowerShell and Python payloads with live dynamic monitoring. Please instrument the VM, let the malware phone home if it must, watch the network traffic, intercept any staged downloads, and document each indicator of compromise. Deliverables: • A concise written report, in plain language, that explains what information the ma...
My home is an older residence and I need a qualified structural engineer to confirm its overall physical soundness. The house has been standing for decades, so age-related wear is my main worry. Scope Please carry out a full on-site analysis that covers load paths, member capacity, material condition and any signs of settlement or fatigue. I’m especially concerned about: • Walls/Columns • Roof/Ceiling • Foundation What I expect from you – Visual inspection supported by measurements and, if needed, nondestructive testing. – Calculations or modelling in software you trust (SAP2000, STAAD, ETABS, or similar) to quantify safety factors. – A concise written report with photos, annotated sketches or CAD mark-ups, and clear recommenda...
...focuses on character analysis. I already have the primary text chosen and some preliminary notes, but I need a polished academic essay that develops a clear thesis, supports it with well-integrated quotations, and flows logically from introduction to conclusion. Here’s what I’m looking for: • A coherent outline that frames the main argument. • A full draft essay that includes an engaging introduction, three to four body paragraphs built around close textual evidence, and a concise conclusion. • Proper in-text citations and a Works Cited page in MLA format. • Meticulous proofreading so the final piece reads smoothly and meets college-level standards. I’ll provide the novel, my notes, and any rubric details once we start. Please share...
...will be threefold. First, bring the footnotes and bibliography into strict OSCOLA compliance, checking pinpoints, italics, and cross-references. Second, remove any grammatical slips, repetitive wording, or unclear phrasing while preserving my legal argument and voice. Third, standardise formatting—fonts, heading hierarchy, spacing, margins, and alignment—so the document looks as rigorous as its analysis....
...of hover that looks glued in place and a Loiter that refuses to drift. Task at hand Dig into the supplied BIN logs, isolate the exact causes and refine the tune until hover stability, Loiter precision and overall vibration levels meet professional-cinema standards. Expect to lean on FFT analysis, harmonic notch setup, advanced PID optimisation and all the usual Mission Planner tools. Large-frame experience (25 kg and up) with Pixhawk hardware is essential. Deliverables • Detailed written analysis of at least three representative flights, including EKF, VIBE, RATE and ATT reviews with supporting graphs. • Updated .param file with a concise change log explaining every modified value. • A short flight-test plan so I can validate the results safely...
I’m pulling together several small research datasets and need one reliable person who can do two things equally well. First, you’ll take the raw numbers I supply, enter them with perfect accuracy into my Google Sheets template, double-checking formulas as you go. This is classic spreadsheet data entry: clear headings, no stray spaces, every cell formatted correctly for later analysis. Once each sheet is complete, you’ll switch hats and write a brief, engaging summary (≈250 words) that explains what the data shows in plain English. Think of it as a mini blog post that highlights key findings and any surprising trends—concise, reader-friendly, and free of jargon. Because the project combines freelance writing and spreadsheet data entry, I’m ...
...within the venture. What I already have: raw research, draft figures, and a clear vision. What I need from you: a finished, investor-ready narrative supported by solid numbers and delivered in two formats—a polished written brief (PDF+Word) and a creative, visually engaging PowerPoint deck. Core content to develop • Financial projections that stand up to due-diligence questions • Market analysis that proves demand and competitive advantage Style & tone The slide deck should captivate visually—bold graphics, clean data visualisation, minimal text. Think keynote-stage energy rather than board-room monotony. The accompanying document can be a touch more formal but must keep the story flowing. Acceptance criteria • 15–20 slide deck...
**1. Study Area Preparation** The Tripura district boundary dataset has been prepared using the shapefile you provided. The analysis will cover all 8 districts: West Tripura, Sepahijala, Khowai, Gomati, South Tripura, Unakoti, North Tripura, and Dhalai. **2. Climate Model Framework** The project workflow has been organized to use CMIP6 Global Climate Models and CORDEX Regional Climate Models under the SSP4.5 and SSP8.5 scenarios. The datasets will include the required variables: • precipitation (pr) • maximum temperature (tasmax) • minimum temperature (tasmin) Both historical (1970–2020) and future projections (2026–2070) will be processed. **3. Data Processing Pipeline** The workflow is prepared to: • download and organize climate datasets • ...
...journal. I’m open to support on any of the following fronts—deep data interpretation, tightening the literature context, or sharpening the final conclusions—depending on where you can add the most value. Field and data focus are flexible. Whether your strength lies in Science & Technology, Social Sciences, or Humanities, and whether you specialise in qualitative, quantitative, or mixed-methods analysis, I’m happy to align the scope to your expertise. Here’s what I expect as the end result: • A concise critique of the current draft, pointing out logical gaps, methodological weaknesses, and areas that need clearer argumentation. • Revised sections or detailed, line-by-line comments that demonstrate exactly how to improve them. &bull...
I’m looking for someone who can comfortably move between Lean Six Sigma process work, Commercial Real Estate (CRE) finance analysis, and classic executive-level support. If you already hold a Six Sigma certification and have used it to streamline workflows, that experience will be put to work from day one. Just as important is solid knowledge of CRE finance—you’ll help me run numbers on new projects, stress-test models, and package insights for investors. On the operations side, you’ll own my calendar, inbox triage, and meeting logistics so I can stay focused on high-value conversations. Expect a steady flow of scheduling requests, follow-ups, and CRM updates that need quick, accurate turnaround. Key day-to-day work • Map and improve internal processe...
Project Title: Deep Learning Project for Chest X-ray Diagnosis (Edge & Multi-Modal ) Description: I need help implementing a research project on chest X-ray disease detection using deep learning. The project should include: Dataset preprocessing (MIMIC-CXR / CheXpert) CNN baseline model (ResNet) Lightweight model (MobileNetV3 or similar) Multi-modal input (X-ray images + patient metadata) Basic edge optimization (model size, inference speed) Continual / adaptive learning simulation Evaluation metrics (Accuracy, AUC, F1-score, Precision, Recall) Result tables and graphs for research
looking for an experienced freelancer in Operations Management / Supply Chain Analysis to assist with a short analytical project involving modeling and written insights. Scope of Work: Analyze a supply chain simulation dataset and explain performance outcomes across the supply chain. Build Excel transportation models to evaluate two plant location alternatives and determine optimal distribution costs. Calculate NPV for both alternatives using spreadsheet models. Conduct a case-based analysis related to supply chain security, sustainability, and operational performance. Use Excel Solver / financial analysis tools to evaluate supply chain design options. Provide clear tables, charts, and a concise written explanation of findings. Requirements: Strong knowledge o...
I have a batch of Word documents that contain structured data—tables, lists, and figures—that all need to live in a single Google Sheet (fully Excel-compatible). First, every value has to be transcribed with 100 % accuracy, keeping the original wording for headers and notes. Once the sheet is complete, I also need a layer of data analysis: • Create clear pivot tables (or equivalent functions) that summarise totals, averages, and any obvious trends. • Insert simple charts where they help illustrate those findings. • Add a short written summary on a separate tab explaining key insights in plain language. No data comes from scans or handwritten sources—only the supplied Word files—so formatting should be straightforward. I will share t...
...Development Company: [Company Name] Location: Remote / Hybrid / [City] Project Type: Full Product Development (Web Panel + Mobile Apps + Backend Infrastructure) About the Project: We are looking for a skilled development team to build a modern Fleet Management and GPS Vehicle Tracking System from scratch. The platform will enable real-time vehicle tracking, route optimization, fuel consumption analysis, and violation alerts (speeding, idling, geofencing). Scope of Work: 1. Web Dashboard: A comprehensive admin panel for fleet managers to view vehicles on a map, generate reports, and manage users. 2. Mobile Applications (iOS & Android): Native or cross-platform apps for drivers and managers to receive alerts and share live location. 3. Backend Infrastructure: A scalable ser...
I ...comparable) ready for tool-maker hand-off • 2D manufacturing drawings with tolerances, draft angles and material call-outs • Exploded views or animation highlighting hinge action and lens insertion • Renderings that clearly communicate colour, finish and brand language Acceptance criteria 1. All contact points survive a virtual drop test and meet standard eyewear flex tolerances. 2. Draft analysis shows zero under-cuts or gating conflicts for single-shot moulding in PC/TR90. 3. Aesthetic proposal matches contemporary lifestyle eyewear trends while keeping SKU cost competitive. If you have a track record in eyewear, consumer electronics casings or similar injection-moulded products, I’d love to see examples and discuss how you would approac...
...and package everything into a realistic, time-bound roadmap I can follow alongside a demanding schedule. I’m looking for actionable recommendations—specific courses or certifications (online or offline), daily or weekly practice routines, and simple progress-tracking methods—so I can steadily upgrade my expertise without burning out. Deliverables (all in digital format): • A concise skill-gap analysis matched to my present job and future goals • A six-month, week-by-week action plan with milestones and measurable outcomes • Curated resource list (at least three reputable learning platforms or mentors per skill area) The plan should be practical enough to slot between office hours, workouts, and family commitments, yet ambitious enough to pus...
I am wrapping up a detailed business report and the executive summary still feels disjointed. I need a fresh set of eyes to completely restructure that section so it flows logically, highlights key findings, and hooks senior stakeholders from the very first paragraph. The job is strictly focused on the executive summary—no financial analysis or market research sections are involved. I will provide the current draft (about two pages) in Microsoft Word; you may work in Word, Google Docs, or any equivalent editor as long as tracked changes and comments are enabled. What I expect back: • A re-ordered, concise executive summary that tells a clear story • All changes visible through track-changes or equivalent version history • A short rationale (1-2 paragraphs)...
...can see the parallel. The write-up must: • Map out where card data lives on the device (Keychain, iCloud Keychain, Wallet / Apple Pay records, etc.) and how the system chooses which values to surface when a web form is detected. • Describe the hand-off sequence from stored data to the browser’s autofill engine, with Face ID acting solely as the confirmation step—no deep dive into security analysis is needed, just name Face ID as the gatekeeper. • Clarify any behind-the-scenes sync that may occur (for example, when the user has multiple Apple devices tied to the same Apple ID). Deliverable: a PDF or DOCX, 1–2 pages, that flows logically from storage layer to on-screen autofill, finishing with the Face ID prompt. No security-risk discussion...
...experienced Google Ads specialist to build and manage a strong, high-performing advertising campaign for our e-commerce store. The ideal candidate must understand advanced Google Ads strategies, audience targeting, and conversion optimisation to help drive quality traffic and increase sales. Responsibilities: Create and structure high-performing Google Ads campaigns Keyword research and competitor analysis Build Search, Shopping, and Display campaigns Write compelling ad copy with strong call-to-actions Set up audience targeting and remarketing campaigns Implement conversion tracking and analytics Optimize campaigns for maximum ROI A/B testing ads, keywords, and landing pages Provide performance reports and ongoing optimisation Requirements: Proven experience managin...
...mainly for internal purposes for me and some colleagues at university. The name is PyLabSAS Lab Automation Supervisor Core capabilities: Instrument control — connect to hardware using built-in drivers or write your own Campaign manager — organize experiments with automatic data recording Live dashboards — monitor measurements in real time with customizable charts and indicators Built-in analysis — plot, compute statistics, fit curves, correlations, and compare datasets Lab notebook — document experiments with rich-text entries and file attachments Please build on a simple, modern aesthetic: balanced typography, restrained colour palette, and an icon or mark that works just as well on a white page as it does reversed out of a solid colour. ...
I'm seeking an experienced information management specialist to join our committee focusing on the organization of employee data. Key Responsibilities: - Data Entry and Maintenance: Ensure accuracy and up-to-date information in our employee databases. - Data Analysis and Reporting: Generate reports and insights to aid in decision-making and compliance. Ideal Skills and Experience: - Strong background in data management, particularly with employee data. - Proficiency in data analysis tools and software. - Detail-oriented with a commitment to data accuracy. - Experience in compliance and governance related to data handling. Looking forward to your expertise in streamlining our data processes!
My 8-acre property needs a comprehensive landscape masterplan that balances beauty, functionality, and long-term ecological health. The primary goal is to create a fully sustainable garden, and the finished plan must weave together two key elements I absolutely want on site: striking water features and a rich palette of native plants. Scope • Produce a site analysis, conceptual layout, and phased masterplan that address grading, circulation, habitat value, and year-round visual interest. • Detail the water features—from ponds or rills to recirculating systems—showing sizing, filtration, energy requirements, and integration with storm-water management. • Specify native plant communities (trees, shrubs, perennials, groundcovers) with bloom calendars...
...basics to building reliable text-classification models. My preferred language is Python, so examples should rely on common stacks such as Jupyter Notebook, Pandas, scikit-learn or, when it makes sense, PyTorch and Hugging Face Transformers. Java and R are not in scope for this engagement. Here is what I need from you: • A clear learning roadmap that starts with data cleaning and exploratory analysis, then walks through feature engineering (tokenisation, embeddings, etc.), model selection, training, evaluation and deployment. • Well-commented Python notebooks and sample datasets so I can reproduce every step on my own machine. • Short explanations of the underlying math concepts, delivered in plain language. • At least one mini-project where we buil...
...experienced Google Ads specialist to build and manage a strong, high-performing advertising campaign for our e-commerce store. The ideal candidate must understand advanced Google Ads strategies, audience targeting, and conversion optimisation to help drive quality traffic and increase sales. Responsibilities: Create and structure high-performing Google Ads campaigns Keyword research and competitor analysis Build Search, Shopping, and Display campaigns Write compelling ad copy with strong call-to-actions Set up audience targeting and remarketing campaigns Implement conversion tracking and analytics Optimize campaigns for maximum ROI A/B testing ads, keywords, and landing pages Provide performance reports and ongoing optimisation Requirements: Proven experience managin...
I’m refreshing several digital products at once and need a versatile developer who can jump between PHP, React, Flutter, WordPress, and Laravel codebases without missing a beat. Your main mission is visual: swap out color palettes, update logos, restyle buttons, and generally give each site or app a di...what I’m missing is someone who can thread them cleanly through existing code with zero downtime. For each platform I’ll provide a staging environment and a checklist of pages to touch. I sign off when: • every specified screen reflects the new colors, logo, and component styling, • OTP or other API calls work end-to-end in staging, and • no console or server errors appear after a full regression sweep. If you thrive on rapid UI tweaks ac...
...experienced Google Ads specialist to build and manage a strong, high-performing advertising campaign for our e-commerce store. The ideal candidate must understand advanced Google Ads strategies, audience targeting, and conversion optimisation to help drive quality traffic and increase sales. Responsibilities: Create and structure high-performing Google Ads campaigns Keyword research and competitor analysis Build Search, Shopping, and Display campaigns Write compelling ad copy with strong call-to-actions Set up audience targeting and remarketing campaigns Implement conversion tracking and analytics Optimize campaigns for maximum ROI A/B testing ads, keywords, and landing pages Provide performance reports and ongoing optimisation Requirements: Proven experience managin...
I need an easy-to-navigate e-book that works as a quick-look reference manual for everyday Excel work. The focus is on two core areas—Formulas & Functions and the built-in Data Analysis tools—and I only want a basic but well-organized overview for each. Think of it as something a user can flip open, spend two minutes skimming, and walk away knowing which feature to try next. Here’s what matters most to me: • A clean structure with a clickable table of contents so readers can jump straight to VLOOKUP, SUMIFS, PivotTables, or the Analysis Toolpak without hunting around. • Plain-language explanations supported by one or two concise examples per topic rather than deep theory. • Screenshots or annotated images where a picture saves paragra...
...and experimental analysis • Structuring and editing manuscripts for clarity, scientific rigor, and journal readiness • Ensuring formatting suitable for Scopus-indexed journals ⸻ Target Papers • 2 experimental research papers • Approximately 12–13 pages each • Topics may include machine learning, deep learning, graph learning, or AI-based data analysis • Potential applications include fraud detection, anomaly detection, predictive analytics, financial data analysis, or related domains • Intended submission to Scopus Q2 or Q3 journals ⸻ Requirements • Strong background in machine learning or deep learning • Experience running ML experiments and evaluating models • Prior involvement in academic publications or...
...considerations, Design for Maintainability (DfM) considerations, Design for Sustainable Development (DfSD) considerations - Conceptual Research & Design Stage: Evaluation of Reaction Pathways & Safety Hazards Analyze the Safety Hazards associated with the various reaction pathways using the Safety Data Sheet (SDS), Preliminary Hazard Analysis, Process-FMEA, Determine Most Hazardous Unit Green Chemistry & Engineering, Energy-efficiency Analysis, Environment Protection Analysis Analyze the Sustainability Metrics associated with the various reaction pathways using Process Data on carbon emissions, fossil fuel usage, NOx/SOx emissions, energy efficiency, water use, wastewater generation, hazardous wastes, environmental impacts, etc. Justify for your recommen...
... elegant typography, restrained colour accents. • Final delivery is digital only, supplied as print-ready, high-resolution PDFs. What goes on the boards I will provide the base material—CAD drawings, sketches, photographs and notes—and you will lay them out into: • Floor plans presented clearly at scale • A concise storyboard that walks the viewer through the user experience • Site analysis graphics (context diagrams, climate overlays, photos) • A concept board that captures mood, palette and inspiration images • Technical boards for construction details, sections and elevations • Photorealistic renders integrated seamlessly with annotation Your workflow Indesign (or comparable layout software) for the master file...
I need a comprehensive stress analysis for a plastic injection moulding component. The analysis should evaluate: - Maximum load capacity - Deformation under stress - Failure points Additionally, I require solutions to minimize material usage without compromising structural integrity. Ideal skills and experience: - Expertise in structural analysis, particularly for plastic components - Proficiency in using analysis software (e.g., ANSYS, SolidWorks) - Strong background in materials science and engineering - Problem-solving skills to suggest efficient design modifications Please include relevant experience in your bids.
Want to know the most commonly used algorithms which can be applied to any data issue? Here's the list.