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'it ai ml data science programming'

Items tagged with 'it ai ml data science programming'

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(Aptech) IT-Courses

This course offers a practical and theoretical foundation in Artificial Intelligence and Machine Learning, teaching students how to build intelligent systems using real-world data. It covers algorithms, data processing, model training, and deployment, preparing learners for emerging tech-driven careers. 🛠️ Tools & Technologies Used Python – Primary programming language for AI/ML Jupyter Notebook – Interactive coding environment TensorFlow – Deep learning framework by Google Keras – Simplified neural network library PyTorch – Flexible ML library by Facebook Scikit-learn – Classical machine learning algorithms Pandas & NumPy – Data manipulation and analysis Matplotlib & Seaborn – Data visualization Google Colab – Cloud-based coding and model training OpenCV – Image processing and computer vision 🎯 Career Opportunities Machine Learning Engineer AI Developer Data Scientist Computer Vision Engineer NLP Engineer (Natural Language Processing) Business Intelligence Analy

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(Aptech) IT-Courses

Master the science of extracting meaningful insights from data. This course covers data analysis, statistics, machine learning, data visualization, and real-world problem-solving using modern tools and techniques. Perfect for those aiming to build a career in data-driven fields. 🛠️ Tools Used in Data Science Python – Core programming for data manipulation and modeling R – Statistical computing and visualization SQL – Data querying and database management Jupyter Notebook – Interactive coding and data exploration Pandas & NumPy – Data manipulation libraries Matplotlib & Seaborn – Data visualization Scikit-learn – Machine learning models Tableau / Power BI – Business data visualization tools TensorFlow / PyTorch – Deep learning frameworks 🎯 Career Opportunities in Data Science Data Scientist Data Analyst Machine Learning Engineer AI Specialist Business Intelligence Analyst Data Engineer Research Scientist Quantitative Analyst Big Data Analyst

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(Aptech) IT-Courses

( JAVA, .NET, C, C++, C#) A comprehensive course designed to build strong foundations in software development, logic building, and coding skills. Students learn popular programming languages, development frameworks, and real-world project implementation to prepare for high-demand careers in tech. 🛠️ Tools & Technologies Used Languages: Python, Java, JavaScript, C++, HTML/CSS IDEs: Visual Studio Code, PyCharm, Eclipse, NetBeans Version Control: Git & GitHub Frameworks: React, Node.js, Django, Spring Boot Databases: MySQL, MongoDB Tools: Postman (API testing), Docker (for deployment basics) 🎯 Career Opportunities Software Developer / Engineer Web Developer (Front-end / Back-end / Full Stack) Mobile App Developer Game Developer UI/UX Engineer (with design exposure) Data Analyst / Scientist (with Python & data skills) DevOps Engineer Freelance Programmer / Startup Tech Founder

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(Aptech) IT-Courses

🔷HTML, or Hyper Text Markup Language, is the foundational language used to structure content on the web. It’s not a programming language. It doesn’t perform logic or calculations—but rather a markup language that tells browsers how to display text, images, links and others 🔷CSS is a rule-based styling language that lets developers define how elements should appear across different devices and screen sizes. It separates content (HTML) from presentation (CSS), making websites easier to maintain, scale, and beautify. 🔷JavaScript is a dynamic, high-level scripting language that brings interactivity and logic to web pages. While HTML structures content and CSS styles it, JavaScript controls behavior—making websites responsive, animated, and intelligent

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(Aptech) IT-Courses

.NET Web Application Development Course typically includes, along with suggested modules and course information. This kind of course is aimed at teaching how to build modern, secure, and scalable web applications using the .NET framework (often ASP.NET Core now). 🛠️Target Audience: 🔷Aspiring .NET developers 🔷Front-end developers wanting to go full-stack 🔷Students or professionals transitioning to web development 🚀Prerequisites: ✅Basic programming knowledge (preferably C#) ✅HTML/CSS/JavaScript fundamentals ✅Familiarity with object-oriented programming (OOP) ✅Overview of the .NET platform (.NET Core/.NET 6+) ✅Understanding web application architecture (MVC, Web APIs) ✅Tools setup: Visual Studio / VS Code, .NET SDK, SQL Server

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(Aptech) IT-Courses

AutoCAD is a leading computer-aided design (CAD) software developed by Autodesk, used extensively in architecture, engineering, interior design, and manufacturing. An AutoCAD course teaches you how to create precise 2D drawings and 3D models, transforming design concepts into technical blueprints. 🛠️ Key Tools & Features You’ll Lear 🔷 Drawing and editing tools:Line,circle,Trim,OffSet etc creating and modifying geometry. 🔷Layer and Properties:Oragnize drawing and conrol visibility,color and line types 🔷Block and Attribute: Create reusable componants and dyanamic data 🔷Layouts and viewPorts:Prepare drawing for printing with multple view 🔷3D Moduling Tools:Extrude,Revolve,Sweep and Boolean Operations for solid modeling 🔷Xrefs & Sheet Sets:Manage large project with external refernces and drawing sets.. 🚀 Career Opportunities After AutoCAD Training ✅CAD Designer ✅Architectural Drafter ✅Civil Engineer ✅Mechanical Engineer ✅Interior Desingner ✅Electrical Engineer

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(ZEE Institute of Creative Arts) Courses

NUKE is a powerful node-based compositing software developed by Foundry, widely used in the film and television industry for high-end visual effects (VFX). A NUKE course typically focuses on teaching students how to create seamless composites, integrate CGI with live-action footage, and master post-production workflows. 🛠️ Tools & Techniques Covere 🔷 Node-Based Compositing: Understanding NUKE’s interface and node graph system 🔷 Rotoscoping & RotoPaint: Isolating elements and refining masks 🔷 Keying Techniques: Chroma keying, Primatte, Keylight, and IBK for green screen removal 🔷 Color Correction & Grading: Using Grade, ColorCorrect, and HueShift nodes 🔷 3D Integration: Importing 3D models, camera tracking, and matchmoving 🔷 Particle Effects & Simulations: Creating dynamic, physics-based effects 🔷 Python Scripting: Automating workflows and customizing tool 🚀 Career Opportunities After NUKE Training ✅ Compositor ✅ Roto Artist ✅ Matchmove Artist ✅ VFX Supervisor ✅ Pipeline TD

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(Aptech) IT-Courses

A practical course designed to build foundational and professional skills in accounting, taxation, and Goods & Services Tax (GST). Learn to manage financial records, file GST returns, and use industry-relevant accounting software for real-world application. Ideal for beginners, job seekers, and business owners. 🛠️ Tools Used in Accounting with GST Tally Prime – GST billing, voucher entry, and inventory management Microsoft Excel – Data analysis, ledgers, and financial modeling Busy Accounting Software – GST-ready business accounting Zoho Books – Cloud-based accounting for small businesses QuickBooks – Income, expenses, and tax tracking GSTN Portal – Official platform for filing GST returns 🎯 Career Opportunities Accountant / GST Accountant Tax Consultant Accounts Executive Finance Assistant Billing & Invoicing Executive Tally Operator Audit Assistant Freelance GST Practitioner

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(ZEE Institute of Creative Arts) Courses

A practical and industry-focused course designed to equip learners with the skills to promote brands, products, and services online using SEO, social media, email marketing, Google Ads, content strategy, and analytics. Ideal for aspiring marketers, business owners, and freelancers. 🛠️ Tools Used in Digital Marketing Google Ads Google Analytics Meta Business Suite Canva SEMRush / Ahrefs Mailchimp / Sendinblue Hootsuite / Buffer WordPress ChatGPT & AI Tools 🎯 Career OpportunitiesDigital Marketing Executive SEO Specialist Social Media Manager Content Strategist Email Marketing Specialist Google Ads (PPC) Expert Affiliate Marketer Freelancer / Digital Marketing Consultant E-commerce Marketing Manager Digital Analytics Specialist

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