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Building AI Products

By Dr. Kumar Muthuraman Posted: Jul 17, 2026

Course Details

Pricing Freemium
Difficulty Beginner
Duration 7.5 Hours
Language English
Certificate Available

Course Curriculum & Description

This course will assist you in understanding design concepts and applications of artificial intelligence (AI) across several industries whether you are a technology expert or business owner working in the field of artificial intelligence (AI). The objective is for you to develop a proposal for an AI-based solution that you can show to investors or internal stakeholders. You will gain knowledge of the various steps involved in designing AI-based solutions as well as the principles of deep learning and machine learning algorithms. You will then apply what you have learned to address real-world issues.

Through deploying the right AI technology, your business may automate repetitive tasks, gain insights using data analytics, and improve customer engagement. It's hardly remarkable that the top position on LinkedIn's Emerging Jobs Report for 2020 is AI Specialist given the variety of applications that AI has in enterprises. Every industry is screaming for AI talent to first develop a strategy plan for AI applications, and then assist in managing and optimising them in practise. This position has an annual growth rate of 74%.


What You Will Learn

  • Understand AI product development lifecycle
  • Learn AI design principles
  • Build AI-powered business solutions
  • Apply machine learning concepts
  • Understand deep learning basics
  • Improve customer engagement using AI
  • Use data analytics for AI products
  • Develop AI implementation strategies
  • Present AI product proposals
  • Explore real-world AI use cases

Course Prerequisites

No prior AI experience required
Basic computer knowledge
Interest in Artificial Intelligence
Understanding of business or technology is helpful but not required

Course Highlights

Beginner Friendly
7.5 Hours On-Demand Learning
Industry Recognized Certificate
Real-world Case Studies
Self-paced Learning
Practical AI Product Concepts
Business-focused AI Applications

Tagged Topics & Skills

Categories:
Skills Mapped:
Machine Learning Deep Learning AI Products Product Design AI Strategy Business Applications Data Analytics Customer Engagement AI Product Development

Ready to Start Learning?

Enroll directly on the official Great Learning website to begin your lessons.

Open Course Website

Associated AI Tools

CinLink

CinLink AI is an AI-powered media workspace that helps users create, edit, translate, dub, subtitle, summarize, and repurpose videos using natural-language instructions. It coordinates different AI models and media tools inside one workflow, allowing creators to work with their own footage, images, and files while reviewing results before exporting the final version.Uses of CinLink AICinLink AI can turn long videos into short clips, generate subtitles and SRT files, transcribe speech, translate videos, create multilingual captions, add voiceovers, and burn subtitles directly into videos. It can also search through media for specific people, spoken words, scenes, actions, or on-screen text, making large video projects easier to manage.The platform also supports creative workflows such as text-to-video, image-to-video, reference-based generation, image creation, video editing, aspect-ratio changes, video enhancement, watermarks, summaries, and social-media versions. Users can create multiple versions of the same project, including 16:9, 9:16, and 1:1 formats, without rebuilding the entire workflow.CinLink AI Models & Sub-ModelsAI Media Workflow Engine coordinates the different AI models and media-processing tools needed to complete a user's request. Instead of requiring users to select every individual tool, CinLink can understand an instruction and build a complete workflow from processing to final export.AI Video Generation supports text-to-video, image-to-video, reference-based generation, and creating missing shots. This helps users generate new visual content or add scenes to an existing project.AI Image Generation can create images from text, produce image variations, work with reference images, and generate covers, thumbnails, and storyboard frames for video projects.AI Transcription & Subtitle Generator converts spoken audio into timed subtitles. Users can review and edit the generated text, adjust timing, style captions, export SRT files, or permanently burn subtitles into videos.AI Translation & Dubbing can translate captions and video content into other languages and prepare multilingual voice tracks. Users can review translations, correct terminology, and create bilingual or localized versions of their videos.AI Media Search lets users search across a project using transcripts, visuals, on-screen text, people, speakers, and timecodes. This is useful for finding specific moments in long recordings without manually watching the entire video.AI Video Repurposing can turn an approved video into short highlights, social-media clips, different aspect ratios, captioned versions, language versions, and summaries. This makes CinLink useful for producing multiple pieces of content from one original video.PricingCinLink uses a credit-based pricing model. Its current Free plan provides 100 one-time credits, while the Creator plan costs $19/month with 2,500 credits and the Studio plan costs $59/month with 8,500 credits. An Enterprise option with custom pricing is also available.Free: Yes, 100 one-time creditsPaid: Yes, Creator and Studio plansFree Trial: Yes, through the Free planBest Use CasesCinLink AI is best suited for content creators, video editors, social media managers, marketers, podcasters, educators, freelancers, small businesses, and creative teams. It can be used to create social-media clips, subtitle videos, translate content, produce multilingual versions, dub videos, summarize webinars, find important moments in long recordings, create product videos, and repurpose existing footage. Its natural-language workflow is especially useful for people who want to describe what they need instead of manually managing every editing step.
Free

TubeRepeat

TubeRepeat is a free YouTube practice and repetition tool that helps users loop any part of a YouTube video with precise A-B controls. Users can select an exact section, slow it down, repeat it continuously, and track repetitions. It is especially useful for musicians, language learners, dancers, students, and anyone who learns by watching and repeating videos.Uses of TubeRepeatTubeRepeat allows users to select a specific section of a YouTube video and play it repeatedly without manually scrubbing back and forth. Users can set start and end points with precise timing, adjust playback speed from 25% to 200%, and repeat the selected section until they are comfortable with it.The platform is designed around deliberate practice. Musicians can repeat difficult riffs or drum patterns, language learners can practice pronunciation and listening, dancers can break down choreography, and students can replay difficult parts of lectures. Users can also automatically increase the playback speed after a set number of repetitions and share saved practice sessions through a link.TubeRepeat Features & Sub-FeaturesA-B Repeat lets users choose an exact start point and end point in a YouTube video. The selected section then plays continuously, making it easier to practice a specific sentence, movement, musical phrase, or lesson.Precision Loop Controls allow users to set loop points with second-level precision. Users can drag timeline handles or enter exact timestamps to isolate the part of the video they want to practice.Variable Playback Speed allows videos to be slowed down to 25% speed or increased up to 200%. Users can also adjust playback speed in small 0.05× steps, which is useful when gradually building confidence and accuracy.Progressive Speed Training automatically increases the playback speed after a chosen number of repetitions. This helps users gradually move from slow practice to normal or faster speeds without constantly changing the controls themselves.Keyboard Controls allow users to set A and B loop points using keyboard shortcuts, including the S and E keys. This is particularly helpful for musicians and other users who want to keep their hands on their instrument or away from the mouse.Rep Tracking counts how many times a selected section has been repeated. This gives learners a simple way to measure their practice sessions and maintain consistency.Save & Share Sessions creates a unique link containing the selected YouTube video, loop points, and playback speed. Users can bookmark the session or share it with a teacher, classmate, coach, or bandmate so the exact practice setup can be restored.Full Video Looping allows users to repeat an entire YouTube video when they do not need to isolate a particular section. Unlike YouTube's standard loop feature, TubeRepeat also provides additional speed and session controls.PricingTubeRepeat is free to use. Users can paste a YouTube URL, select their desired section, and start repeating without creating an account, installing a browser extension, or downloading software. The website currently presents its core repeat and loop features as free.Free: YesPaid: No paid plan currently highlightedFree Trial: Not applicable — the core tool is freeBest Use CasesTubeRepeat is best suited for musicians, singers, language learners, dancers, students, teachers, athletes, and anyone who learns through repetition. It can be used to practice guitar riffs, piano passages, drum patterns, pronunciation, conversations, dance movements, sports techniques, tutorials, and difficult lecture sections. Its combination of precise A-B looping, adjustable playback speed, progressive speed training, repetition tracking, and shareable sessions makes it a simple tool for turning ordinary YouTube videos into structured practice sessions.
Free

Lium AI

Lium AI is an agentic AI platform built for analyzing complex, real-world data. It connects databases, files, APIs, scientific data, and internal tools so AI agents can work across different data types and formats. Lium can write code, build reusable tools, analyze large datasets, and turn complex information into reports, charts, datasets, and other useful outputs.Uses of Lium AILium AI helps teams ask questions about their data using natural language instead of manually building complex data pipelines. It can combine structured databases with documents, spreadsheets, images, sensor data, satellite information, scientific files, and other specialized formats to find relationships and generate useful insights.The platform is particularly useful for industries working with large and complicated datasets. It can support geospatial analysis, energy research, space and aerospace projects, infrastructure, scientific research, competitive intelligence, supply-chain analysis, operational analytics, and other data-heavy workflows. Lium can also automatically provision computing resources when an analysis requires heavy processing.Lium AI Models & Sub-ModelsLium Agentic AI is the core AI system that works with connected data, tools, and computing resources. Instead of simply answering a question, Lium can plan work, write code, use tools, analyze information, and produce a finished result.Lium Connections provides secure access to external data sources such as Amazon S3, Azure, Google Cloud, databases, uploads, and other connected systems. Lium brokers these connections so agents can access information without exposing the underlying credentials.Lium Artifacts turns connected data into a virtualized workspace that AI agents can work with. This allows large and distributed datasets to be used without requiring everything to be moved into a single location.Lium Tools allows AI agents to create and reuse custom tools for specific data-analysis tasks. These tools run in sandboxed environments and can become part of the team's reusable workflow, reducing the need to solve the same problem repeatedly.Lium Compute Plane provides computing power for demanding analysis. When a task requires more processing than a normal computer can provide, Lium can automatically scale computing resources without requiring users to manage servers or clusters.Lium Workspaces keep datasets, tools, analyses, and outputs connected across projects. Useful results can become reusable knowledge and infrastructure, allowing future agents and team members to build on previous work instead of starting from scratch.Multimodal Data Intelligence allows Lium to reason across different types of information, including databases, spreadsheets, time-series records, satellite imagery, audio, video, GIS data, seismic files, genomics data, and other specialized formats. This is one of Lium's main differences from general-purpose AI assistants.PricingLium offers a Free starting option that allows users to try the platform and start an analysis. For business and enterprise customers, pricing is based on the organization's requirements, subscription terms, included tokens, and usage. The platform's terms state that enterprise subscriptions can include a specified number of tokens with additional charges for usage beyond the included amount.Free: Yes, free access to get startedPaid: Yes, business and enterprise plansFree Trial: Yes, users can start with a free analysisBest Use CasesLium AI is best suited for researchers, data scientists, engineers, analysts, enterprises, and teams working with large or complicated proprietary datasets. It can be used for scientific research, geospatial intelligence, satellite and space data, energy analysis, infrastructure monitoring, competitive intelligence, supply-chain analytics, operational research, and complex data engineering. Its ability to connect different data sources, automatically scale computing, build reusable tools, and preserve previous analyses makes it especially valuable for organizations where important decisions depend on large amounts of specialized data.
Free

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