6 Open Source Machine Learning Frameworks and Tools
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.
Adding new fault tolerance to Openstack, an open source cloud computing platform Another open source software that provides this fault tolerance feature may be integrated into openstacke
V3 cube Goj ek clon uygulaması düzenleme ve yayınlama yapacak yazılımcı arıyoruz. KULLANILAN TEKNOLOJİLER: JAVA KOTLIN SWIFT PHP MYSQL NODE JS SOCKET CLUSTER NATIVE ALAADCIN UYGULAMASI SORUNLAR USER APP 1. TAKSİ REZERVASYON SÜRESİ MÜMKÜN OLAN EN KISA ZAMANA AYARLANACAK 2. TAKSİ İLERİYE DÖNÜK REZERVASYONDA APP ÇÖKÜYOR 3. TAKSİCİYE SMS GÖNDERİMİ BUTONUNA TIKLAYINCA APP ÇÖKÜYOR 4. TAKSİCİ ÇAĞRIYI KABUL ETTİĞİ HALDE KULLANICI KISMINDA RADAR DÖNMEYE DEVAM EDİYOR. 5. ESKİ OLAN KÜTÜPHANELER GÜNCELLENECEK. GOOGLE PROVİDER YANİ SÜRÜCÜ UYGULAMASINI KONUM İSTEDİĞİNDEN DOLAYI RED ETTİ BUNUN KABULLENDİRİLMESİ VE TEKRAR YAYINA GÖNDERİLMESİ GEREKİYOR. BUNUN İÇİN GÖ...
Müşterinin talepleri doğrultusunda alımı yapılacak olan Dell R740xd üzerinde müşterinin talebi doğrultusunda sahada (Ankara, Türkiye) gerekli Redhat Subscription'larını yapmak ve cluster olarak yapılandırmak gerekmektedir. Müşterinin bu talepleri kabul süreci boyunca yazılı dökümante edip müşteriye ve bize raporlanacaktır.
Çeşitli Kubernetes konularında çözümlerin açıklandığı tanıtım/tutorial/doküman/use-case/şemaların yazılması ve bunların wiki veya blog içerisinde yayınlanacak şekilde hazırlanmasını bekliyoruz. Wiki/Blog için Örnek Konular: -Service Mesh -Kubernetes Networking -Kubernetes Federation -Distributed Storage -Multi-Cluster Orchestration -AI Orchestration -GitOps -CI/CD -Security -Telemetry-Performance Management
merhaba post ettigim ve sizi davet ettigim poje icin ozellikleriniz uygun gozukuyor. Su an icin tek bir proje olsa da cloud computing ile ilgileniyorsaniz pek cok firsat yaratabilecek devaminda baska projelerin olabilecegi bir is. Bu nedenle fullstack dev ve cloud computing ile ilgili arkadaslar bizim ıcın daha uygun. Ilgılenirseniz mesaj atin. ıyı gunler
Toplam 15-20 ekrandan olusan, gomulu video/audio/chat gorusme fonksiyonu iceren yeni bir web platformunun front-end gelistirmesinde yardimci olacak bir arkadas ariyoruz. Proje kendimize ait serverless cloud computing framework'u uzerinde gerceklestirilecektir. (Framework bilgi icin ) Back-end kismi tarafimizdan yazilacak, framework kullanimi icin destek verilecektir. Gerekli ozellikler: UI/UX, HTML,CSS, iyi derecede Javascript tercihan Angular, Vue, React benzeri framework tecrube/bilgisi Yer: Istanbul
şuan 10 vps bilgisayarımız var ihtiyaç olduğunda daha fazla artırılacak. vps cluster / yük paylaşımlı şeklinde çalışacak kurulumu basit olacak daha fazla vps ler için otomatik cluster /distributed katılım olacak merkezi yönetim olacak ve vps ler buradan kontrol edilecek ip ban/firewall/p2p /paket control (deep packet inspection) block etc. sistem open source olacak ve linux centos/ubuntu vs. bunların üzerinden çalışacak kullancıların hesap bilgileri : ücret bonus kampanya bedava happy hour/ trafik ayarları istatistikleri , yedekler vs. mobil uygulama + website+ sunucu + vps + yedekler şeklinde olacak . ve geliştirilebilecek kısaca ticari vpn,,, hots,pot_shield vpn klonu benzeri
Baykent Bilgisayar, Tesis Güvenlik Hizmetleri veren bir Danışmanlık firmasıdır. Logoda; Güneş, Güvenliği ifade eden Kalkan, vb imajlar olabilir. Baykent kelimesinin "B" harfi veya kelimenin tamamı kullanılabilir. Şirket aynı zamanda E-Ticaret de yapmaktadır. Bununla ilgili birşeyde eklenebilir. Baykent Computing, a consulting company providing Security Services. The logo, the Sun, representing the Safety Shield, etc., may be images. Baykent word "B" letter or the entire word can be used. The company is also engaged in e-commerce. Something about it can be added.
The goal is to put together a complete, pro...gains (partition pruning, vectorised reads, write amplification reduction, etc.) we achieve after migration. Acceptance criteria – Exercises compile and run on Spark 3.x with Iceberg ≥ 1.2. – Conversion utilities handle typical Hive constructs (dynamic partitions, CTAS, ORC/Parquet formats) without manual rewrites. – PySpark ingestion completes within the target window on a 3-node test cluster at ~2 TB scale and shows linear growth characteristics as data volume increases. – POC tables support time-travel queries and exhibit consistent results before and after incremental loads. All source code should be version-controlled (Git) with README instructions and sample datasets so the internal team can r...
...open-source architectures like BOINC, libp2p, etc., to save time). It handles task queuing, routing to available clients, and basic Proof of Compute/verification. 3. The API Bridge: Send automated webhooks (e.g., hourly) to our separate MLM backend containing simple metrics: {"user_id": "1045", "tasks_completed": 150, "uptime_minutes": 60}. Requirements: • Proven experience in distributed systems, grid computing, or P2P networks. • Strong knowledge of local LLM deployment (, Ollama, quantization). • Tech stack: C++/Rust/Go for the client (performance is key); Node.js/Python/Go for the router. • Focus on security (sandboxing local inference processes). Budget & Timeline: • Strict Hard Cap Budget for MVP: $12,000-...
...side and turn raw, high-volume feeds into analysis-ready datasets. The core objective is to design and build end-to-end data pipelines on a Hadoop cluster—this is where I believe Hadoop will be most valuable for the project. Here’s what I need from you: • An architecture that takes terabyte-scale log files, lands them in HDFS, applies basic cleansing, and outputs partitioned Parquet tables queryable from Hive or Spark • All scripts, configs, and scheduling (Oozie, Airflow, or your preferred orchestrator) committed to Git with clear documentation • A deployment guide plus a brief hand-over session so I can reproduce the setup on another cluster Acceptance criteria: the pipeline ingests a 100 GB test set, completes in under 60 minutes on my p...
I’m ready to bring a Chief Technology Officer on board for my technology company and need a recruiter who can deliver the right person, fast. The mandate is clear: pinpoint and place a CTO who will oversee product development while drawing on deep, hands-on expertise in software development, cybersecurity, and cloud computing. You’ll handle the full life-cycle search—from shaping the role profile through to negotiating the offer—using your own networks, targeted head-hunting, and any modern sourcing tools you trust. I’ll provide prompt feedback on candidate submissions so you can keep momentum high. To keep expectations transparent, the placement fee is A$1,500 and is released in full once the successful candidate signs. If you prefer milestone sp...
...rigorous experimentation and evaluation, not developing new ML models. Required Skills Strong candidates should have experience in: Machine Learning / Deep Learning Computer Vision for remote sensing Geospatial data processing Experimental design for research papers Technical stack: Python PyTorch or TensorFlow OpenCV NumPy / Pandas Scikit-learn Matplotlib / Seaborn AWS cloud workflows GPU computing Experience with the following is highly desirable: Satellite imagery processing GeoJSON / GDAL STAC catalogs LLM integration Retrieval-Augmented Generation Nice-to-Have Experience Experience with: Academic ML research Remote sensing journals Geospatial AI Multimodal AI pipelines Experiment reproducibility frameworks Deliverables Summary The freelancer will produce: Experiment pro...
I’m looking for someone who can get Autogrow 4.0 up and running inside my existing Jupyter Notebook workspace on the SDSC Expanse (Linux). Both the notebook server and cluster access are already configured; what I’m missing is a clean installation of Autogrow with every dependency, the key add-ons for ligand optimization and binding-site analysis, and support for additional open-source force fields and alternative scoring functions. Once the software stack is in place, I need a notebook that does three things: • presents a simple ipywidgets-based GUI so I can fill in or tweak Autogrow parameters without touching raw code • builds a Slurm submission script behind the scenes and, when I hit “Run,” launches the job on Expanse, then streams or pulls...
[Project] AI-Based Development Automation Cluster Setup We are looking for a developer to build an AI-powered development automation environment. The goal of this project is to improve development productivity and establish an automated development and testing system. Key Requirements - Experience setting up Docker-based runtime environments - Ability to design a system that runs identically on other PCs or servers - Experience building automation systems that can run 24/7 on VPS or cloud servers - Experience with Git-based code management and deployment - Experience with automated testing or browser automation Deliverables - Docker-based runtime environment - System that runs identically on other PCs or VPS - Installation and execution guide - A stable and reliable automation ...
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...rigorous experimentation and evaluation, not developing new ML models. Required Skills Strong candidates should have experience in: Machine Learning / Deep Learning Computer Vision for remote sensing Geospatial data processing Experimental design for research papers Technical stack: Python PyTorch or TensorFlow OpenCV NumPy / Pandas Scikit-learn Matplotlib / Seaborn AWS cloud workflows GPU computing Experience with the following is highly desirable: Satellite imagery processing GeoJSON / GDAL STAC catalogs LLM integration Retrieval-Augmented Generation Nice-to-Have Experience Experience with: Academic ML research Remote sensing journals Geospatial AI Multimodal AI pipelines Experiment reproducibility frameworks Deliverables Summary The freelancer will produce: Experiment pro...
I need an Azure Databricks specialist to re-architect my small batch-processing cluster (1-10 nodes) so it reliably runs on spot instances and trims our monthly bill. The objective is simple: reduce overall operational costs without sacrificing job completion time or data integrity. What I expect from you: • Analyse the current workspace, jobs and autoscaling behaviour. • Design and apply an optimal spot-instance strategy (instance mix, bid price, fault-tolerant settings, pool configuration, autoscaling rules). • Implement job-level tweaks such as task parallelism, cluster reuse and termination timing to prevent idle burn. • Set up cost-tracking dashboards or alerts so I can see savings in real time. • Deliver a short hand-off guide that ...
...caching • Nginx web server The application is already running in production and performing well, but the infrastructure needs to be redesigned to support traffic growth and high availability. Scope of work: • design and implementation of scalable AWS infrastructure • Application Load Balancer setup • Auto Scaling Groups for application servers • migration of database layer to Amazon RDS • Redis cluster configuration using ElastiCache • migration of file storage to Amazon S3 • CDN setup using CloudFront • infrastructure monitoring and alerting using CloudWatch • configuration of health checks and failover strategy • load testing and performance validation The goal is to ensure the platform can automatically scale to suppor...
I'm looking for a freelancer to write an academic assignment on computer and network topics for an undergraduate level in IT and computing. Requirements: - In-depth knowledge of computer systems and networking - Ability to write at an undergraduate academic level - Strong research and analytical skills - Prior experience with academic writing, especially in IT Ideal Skills and Experience: - Degree in IT, Computer Science, or related field - Previous freelance academic writing experience - Excellent command of academic English Please provide samples of previous work.
I’m refreshing a vehicle’s instrument cluster and need a striking new facia that focuses solely on the speedometer. The brief is intentionally open on vehicle type and overall style because I’d like to see your creative interpretation—whether you lean classic, modern, or something more futuristic is up to you, as long as the result is clear, readable, and production-ready. You’ll translate the concept into a high-resolution, print-ready graphic that can be handed straight to the fabricator. Clean vector work is essential so the artwork scales perfectly, and legibility under varied lighting must be considered. Deliverables • Final facia design in AI or SVG, plus a high-res PNG/JPEG preview • Layered source file with editable text and co...
...sales copy you have written A brief explanation of your process for writing high-converting copy We are looking for long-term collaborators, as we will continue expanding our marketing assets. If I may offer a strategic recommendation, master: When hiring copywriters for conversion pages, the best performers typically charge $200–$600 for a full landing page project, while mediocre writers cluster around $20–$80. Setting your budget in the $150–$350 range often attracts the most efficient balance of quality and value. Should you wish, I can also provide: A filtering test to instantly identify elite copywriters (this saves enormous time). Three interview questions that reveal if the copywriter actually understands conversion psychology. The exact structure...
I need a clean, well-structured Beamer (LaTeX) slide deck that first recaps the formal definition of BRA-KET notation and then walks an intermediate-level quantum-computing audience through worked examples. After the quick refresher, the bulk of the talk should dive into practical demonstrations of how the notation captures quantum-state entanglement—deriving composite states, showing separability tests, and visualising results in Dirac form. Deliverables • A single .tex file plus any image/diagram assets • PDF output compiled without errors using pdflatex • Commented code blocks so future edits are straightforward I will consider the project complete once the PDF compiles cleanly, each concept builds naturally from definition to entanglement example, a...
I have a 3 node Nutanix cluster that has failed to start in full. One node has all services running, second node just has about 4-5 services running and the 3rd node is down. All attempts to start the cluster and access prism has failed. Once of the nodes was in maintenance mode, managed to remove it maintenance mode by running "EDIT-GENESIS" and change the M'mode flag to false, but that node is still down. Running version: el7.3-release-fraser-6.5.5.1 On the active CVM, if I try to run a command such as ncli host list (to get a host ID). I get “Error: Cannot connect to Prism Gateway” I get an error when i try to access prism via the web console, please see attached. I need an expert who understand the nutanix AOS platform and can get the servic...
...technology news platform modeled after the authority and polish of Wired, TechCrunch, and Futurism, yet with a completely distinct visual identity and editorial voice. The site will feel like it belongs to a major global media group — clean, authoritative, and built for longevity. Core focus: Artificial Intelligence (primary vertical – 50%+ of coverage) with strong supporting coverage of Quantum Computing, Robotics, Space Technology, Semiconductor & Chips, Emerging Technologies, and Cybersecurity. Every section will maintain a future-first lens.
...Deployment Architecture The platform is deployed using containerized microservices. Recommended infrastructure: Kubernetes cluster Horizontal auto‑scaling Load balancing Managed databases Core services include: Gateway pods Router pods Analytics pods Redis cluster PostgreSQL cluster 14. Cost Optimization Strategies Model routing based on cost Prompt caching Using smaller models for simple tasks Batch processing where possible 15. Admin Platform Features available to administrators: Student management Quota configuration Usage dashboards Provider configuration Budget enforcement 16. Scaling Strategy Horizontal scaling of gateway services Sharded databases for analytics Redis cluster for caching Load balancers for traffic distribution 17. API Design The plat...
My HPE SimpliVity cluster rebooted and every datastore has come back in a read-only state. I can browse all files, yet vCenter and the rest of my VMs refuse to power on because nothing new can be written. vSphere logs hint there are NFS timeout errors. The hosts run VMware ESXi, but I’m unsure of the exact SimpliVity software version. I have already tried the obvious quick checks and reboots, however the situation remains unchanged. I do not have access to vcenter which does not start. OVC machines are running, but I am unable to login using console. I do not know root password, and any other user I enter fires up a process to create a new user that fails when we reach a phase that asks for a password to copy files for /etc/skel (or similiar). What I need is remote, real-...
I run our ground-transport operation on and now need all of our OTA and transfer partners to ...create duplicate jobs. • Clear documentation of each endpoint, authentication method and field mapping so my in-house team can maintain it later. • A staging environment for partner certification, then a smooth cut-over to production. I am comfortable if you code in Node.js, Python (FastAPI), or Java—whatever you are fastest in—as long as the final Docker image can run on our AWS Fargate cluster. Please outline your suggested tech stack, previous similar integrations, and a rough timeline to get the first partner live; the rest can follow the same pattern. If you have already connected to any of these specific partners, mention it—it will put you to the ...
...10–40 schedule combinations at the same time Send Telegram notification when a job is picked Deploy on AWS with the fastest possible setup (ECS preferred) Bypass the normal flow and jump directly to the interview page (like other pickers do) This system must run 24/7 without stopping. 3. Required Architecture (My Idea + You can improve it) A. Proxy + IP Rotation We need a high‑quality proxy cluster, not a single proxy. Requirements: Proxy servers located closest to Amazon’s region (Canada) Each API call uses a different IP CreateApplication + WebSocket + UpdateApplication must use same IP Zero 403 errors Zero 429 errors B. Multi‑Account Engine System logs in 100 accounts continuously Tokens expire every 2 hours → system must: Detect expiration Open...
...effects before final render - Containerised in Docker, exposed via FastAPI, queued with Redis, optimised for VRAM-efficient multi-GPU deployment Only open-source models with commercial-friendly licences. Deliverables: 1. Fully automated pipeline (drawings in → MP4 out) as Docker images 2. FastAPI endpoints with example requests for each stage 3. Helm or Compose file for one-command GPU cluster deployment 4. Markdown documentation: setup, model weights, VRAM tips 5. Sample 10-second cartoon clip from a supplied doodle Acceptance criteria: - 24 fps playback - Consistent character identity across frames - Visible depth parallax effect - Runs end-to-end on a single A100 40GB without OOM Share repos or demos proving video-generation experience with...
Our production data pipeline is already live on Azure, but the data-processing layer needs a careful upgrade. I ingest events through Kafka, land them in an Azure Data Lake, then run real-time transformations in Apache Flink. Everything is orchestrated by Airflow on a Kubernetes cluster, with CI/CD handled through our DevOps toolchain. I need a seasoned data engineer who can dive straight into the Flink jobs, refactor the Python code where necessary, tune state management and checkpointing, and release the changes through our existing Kubernetes-based workflow. You will also validate end-to-end data quality in the lake and leave the deployment scripts cleaner than you found them. Deliverables • Implement new feature on top of the existing pipeline. • Updated Airflow DAGs...
I am rebuilding my virtual-infrastructure from the ground up and want an expert hand beside me while I do it. The core of the job is a Proxmox VE cluster that must run natively on IPv6 and use Ceph for shared storage. In parallel, three OPNsense firewalls need an in-depth configuration: one sits at the edge, the other two protect separate internal networks. Once the base is stable I also want help installing and tuning Univention Corporate Server and the Inuvika OVD platform inside the cluster, with proper DNS and certificate management throughout. Scope of work • Configure the Proxmox cluster, bring up IPv6 networking on all nodes, and integrate a Ceph pool that Proxmox can use for VM/CT storage. • Hard-en and document the OPNsense setup (rules, VLAN...
...virtual assistant to hunt down real, mid-level Information Technology openings from New Zealand employers who already hold accredited status for visa sponsorship. Your daily focus will be to comb through official immigration lists, company career pages, LinkedIn, Seek, and any other reliable source, then curate roles that match my skill set—programming languages, project management, and cloud computing. Please verify that each company is on Immigration NZ’s accredited-employer register before adding an opportunity to the tracker. Accuracy on this point is essential. Deliverables • A shared spreadsheet (Google Sheets) updated at least three times a week, containing: – Job title, company, and direct application link – Accredit...
...5 baths.2–3 Small Units:Position: Centrally located or filling the remaining interior/South : 1 to 2 : Minimum 1.5 baths.4. Design StandardsAverage Bedroom Size: $3 times 4text{ m}$ ($12 text{ m}^2$) or $3 times 3.5text{ m}$ ($10.5 text{ m}^2$).Efficiency: Minimize hallway "dead space" to maximize the living area within each : Aim to cluster wet walls (bathrooms/kitchens) near structural columns or existing stacks for taste leans toward a clean, Minimalist aesthetic—simple lines, balanced masses, generous natural light—so please reflect that in façade treatments and internal layouts. Within the envelope, allocate space for a shared laundry room that is easily accessible to all residents without disturbing privacy
The process requires significant technical expertise in server management, Java, database administration, and cloud services. Project Deliverables Server Deployment: Hybrid database approach Distributed Cluster We must separate: Edge Layer (Ingress + WebSocket) Application Layer (Spring Boot Core) Stateful Data Layer (Cassandra, PostgreSQL, Redis) Media + Search + Observability WebRTC Stack • Infrastructure: Are you planning to deploy on a our server • Version: need the latest official Signal Server (Java-based) • Customization : rebrand the app or simply run a private instance Configuration & Customization: Set up config .yml for production Optional branding or private instance configuration ________________________________________ Core System Requirements T...
...manual keyword research • Identify long-tail intent-driven keywords • Build meaningful topic clusters • Map one primary keyword per page • Provide a keyword mapping spreadsheet Strategy must be finalized before full page rollout. 4. Weekly Keyword Research Reporting Each week you must provide: • Full list of keywords researched • Search volume • Keyword difficulty • Search intent classification • Cluster assignment • Keywords selected for that week’s rollout Transparency in keyword selection is mandatory. 5. Internal Linking Structure You must: • Identify priority pages • Map internal linking architecture • Add optimized anchor text • Eliminate orphan pages • Establish logical crawl hierarchy &bu...
...dashboards in Grafana; CloudWatch can complement for AWS-native alerts and logs. Key things I expect you to deliver • A fully scripted, infrastructure-as-code deployment (Terraform or CloudFormation) spanning networking, autoscaling groups, security, and storage. • A telemetry ingestion pipeline that reliably buffers and forwards GPS data to downstream consumers and long-term storage. • Redis cluster configuration tuned for high throughput and fault tolerance. • End-to-end observability: Prometheus exporters, alert rules, log aggregation, and curated Grafana boards. • A CI/CD workflow (GitHub Actions, GitLab CI, or similar) that ships containerised services from branch to production with zero downtime. • Documentation that lets any eng...
My MongoDB Atlas cluster connects instantly through Compass, yet the same connection string refuses to cooperate inside my React project. The URI is tucked away in an environment variable, but at runtime I receive a generic “connection string” error and no data appears. I need someone to: • review how I’m importing the .env values and verify the string syntax • confirm the driver / library I’m using from the React side (or its Node-based API layer) is configured correctly for an Atlas URI • diagnose any authentication, whitelisting, or network nuances that Compass might mask • deliver a working example and a brief explanation so I can replicate the fix across environments Once the project builds and fetches data from Atlas without...
I need help with writing a report and Unity programming for my intro to computing for engineering homework. A template will be provided. Ideal skills and experience: - Proficiency in Unity and game development - Strong report writing skills - Background in computing or engineering the below attachments are just the main project. I have several small problems as well. All this is in C# and i just have no time now because my deployment got moved up.
...push never impacts the live user base. GitHub Actions will be the single source of truth for the CI/CD pipelines. I need jobs that: • build and test the React and Node repos • package images, push them to Azure Container Registry • run schema-versioned database migrations before or during rollout • deploy to AKS with zero-downtime strategies and automatic rollback on failure Within the cluster, autoscaling must be tuned for CPU, memory, and HTTP load, fronted by an Azure Load Balancer or Ingress Controller. Connection pooling for Postgres should be handled cleanly—pgBouncer or a similar approach is fine as long as it keeps latency low and prevents runaway connections. Security matters just as much as uptime. Private endpoints or an Azure VPN ne...
More details: Which specific details do you want to see in the design? Instrument cluster and display, Throttle and switches on handlebar, Brackets and mounting holes, Dimension of handle bar, instrument cluster, headlight, lamp etc Which views are essential for your design? Top and bottom views, Right and left side views, Isometric view, Front view, Rear view How soon do you need your project completed? ASAP
I want to enrich my current real-estate website with four tightly-integrated upgrades: • Interactive property map Google Maps must display every listing, allow cluster or pin views, and let visitors draw or click to filter by area. • “Save to Favorites” workflow A logged-in visitor needs a one-click way to add or remove any listing from a personal wishlist that is recalled on their next visit. If cross-device sync feels heavy for the first release, we can discuss a phased approach. • Built-in buyer/agent messaging A lightweight real-time chat pane should open straight from each listing so a buyer can talk to the assigned agent without leaving the page; think or Firebase-style push for instant delivery and read status. • Mobile-firs...
Job Title: Senior Network EngineerCompany: Advance2000 – A leading provider of high-performance Private Cloud Computing, managed IT services, cybersecurity, and strategic IT solutions for businesses, with a strong focus on the AEC (Architecture, Engineering, and Construction) industry and beyond. For over 30 years, we've delivered secure, scalable, and resilient IT environments from our US-based data centers, empowering clients to focus on growth without technology : Fully Remote (US-based preferred; strong preference for candidates in Eastern or Central Time Zones for team collaboration and 24/7 support alignment)Employment Type: Full-TimeReports to: Director of Engineering / IT Infrastructure ManagerAbout the Role Advance2000 is seeking an experienced Senior Network Eng...
...German-language exam-prep YouTube channel that covers A1–B2 lessons and job-interview tips. I need an experienced growth strategist who can lift our search rankings fast. Here is the immediate scope: • Conduct a full channel audit and keyword map so we know exactly where we stand in the education niche. • Rewrite video titles and descriptions around high-value keywords, and build a clear playlist/content-cluster structure that strengthens topical authority. • Produce data-backed thumbnail concepts that improve click-through rate. • Track CTR, watch-time and retention in YouTube Analytics, then deliver a concise monthly performance report with next-step recommendations. Primary objective: boost search rankings; secondary wins such as subscriber gr...
computing and it Isn’t hard has to be ready by 6th latest no ai orplag
...captured from the chassis scan. • Material and finish preferences so you can model accurate wall thicknesses and trim breaks. What I need from you • A fully parametric 3D model (SolidWorks, CATIA, NX or similar) plus neutral STEP/IGES files. • 2-D drawings with key sections, GD&T where needed, and callouts for the cluster and HVAC ducting interfaces. • Rendered views that help stakeholders visualize the final appearance. Acceptance criteria • Instrument cluster cavity matches the provided gauge pack envelope (+0 / -0.5 mm). • Air-vent ducts align with the supplied HVAC routing file; pressure-drop simulation data or at least clear flow paths. • All radii, draft angles and fastening bosses conform to stated tooling guide...
...Sustainability considerations: storm-water management, energy-efficient building orientation, and community farming integration. • Phasing recommendations so the project can be built and occupied in logical stages without disrupting existing residents. Acceptance criteria • All listed amenities—hotel, mall, school, farm, clinic—must be visibly placed within a walkable radius of every housing cluster. • Road and pedestrian networks must clearly connect residential, commercial, and green spaces. • Drawings delivered in vector PDF plus editable CAD (DWG/DXF) or Revit format, and 3D visuals as JPEG/PNG. • A narrative document (Word or PDF) explaining design rationale, zoning numbers, and proposed phasing. I am ready to answer site-sp...
...methods note and reproducible code. Deliverables Tables (3–4) – publication ready (Word/Excel): Table 1: Sample descriptives (key demographics + key variables) Table 2: Scale/index descriptives + reliability (Cronbach’s alpha) Table 3: Regression results (main model; optionally interaction HL × CNC) Table 4 (optional): Cluster profiles (e.g., k-means) or sensitivity check Figures (1–2) – publication ready (PNG + editable source): Figure 1: HL vs CNC (scatter/cluster plot or grouped profiles) Figure 2: Predicted outcomes or marginal effects (e.g., HL × CNC constraint) Short methods note (1–2 paragraphs) describing: variable coding and index construction missing data handling model specifications (OLS/logistic depe...
...route them securely to the Node.js application server, while MySQL is optimized for reliable data storage and fast query execution. The Ubuntu server is professionally hardened by disabling root login, securing SSH access, configuring UFW firewall rules, and enabling automatic security updates. SSL encryption is implemented using Let’s Encrypt to ensure secure HTTPS communication. PM2 is used in cluster mode to maximize multi-core CPU utilization, provide automatic restarts, and ensure zero-downtime performance. The deployment follows a clean and maintainable folder structure with secure environment variable management. Database indexing, gzip compression, rate limiting, and optimized API handling are implemented to improve response times and reduce server load. Backup au...
...backlinks to support rankings. We expect: Clean link acquisition Natural anchor strategy Sustainable velocity Authority-focused placements If your strategy relies on shortcuts, this is not the right fit. Content Structure We will provide 50 supporting articles. These are to be used strategically to: Build topical authority Strengthen internal linking Reinforce target keywords Create cluster dominance We are not publishing randomly. We are building search architecture. Compensation $300 upon acceptance of the project $300 per article that achieves and maintains first-page ranking under the defined criteria Performance-based. Results matter. Who This Is For This role is for someone who understands that: Search visibility shapes narrative. Authority is engineered...
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.