I. Introduction
Visakhapatnam popularly known as Vizag, is steadily transforming into one of South India’s most promising coastal technology hubs. Once recognised primarily for its port-driven economy and heavy industries, the city is now witnessing rapid digital expansion backed by infrastructure, talent, and emerging tech ecosystems.
The development of IT clusters such as Rushikonda IT Special Economic Zone, Tech Mahindra Campus, and the upcoming Adani Data Centre has pushed the city into a new phase of innovation, creating a strong demand for professionals skilled in Artificial Intelligence, automation, and data analytics.
Industries in Visakhapatnam are also adopting AI at scale from defence and naval research to shipping logistics, fintech operations, marine communication, healthcare diagnostics, and smart utility management. As businesses evolve, the need for job-ready AI professionals has increased sharply, making AI Courses in Visakhapatnam one of the most sought-after skilling pathways in 2025 and beyond.
Students today aren’t just looking for degrees they’re seeking outcome-driven AI training in Visakhapatnam that includes real projects, portfolio development, and placement assurance.
Hands-on learning is proving far more valuable than textbook theory, especially as companies assess candidates based on problem-solving ability, deployment experience, and GitHub-ready models. For learners in Vizag, this is the best time to skill up and step confidently into the AI-driven future.
II. Why Learn AI in Visakhapatnam?
Visakhapatnam is progressing rapidly under government-led digital initiatives and large-scale IT infrastructure expansion making it one of the most promising cities for AI careers in South India. With STPI incubation, FinTech Valley Vizag, Skill India programs, and incoming investments from multi-national tech companies, the city is actively building a future-ready workforce.
This growth wave has created a strong demand for professionals trained in Artificial Intelligence, automation engineering, and data-driven problem solving.
What makes Vizag unique is its diversified AI adoption. Beyond IT, industries here are using AI for fisheries automation, port logistics optimisation, maritime data analytics, predictive maintenance in shipping, and health-tech diagnostics. AI-powered forecasting helps marine exports, ML-based tracking improves vessel navigation efficiency, and NLP automation supports banking and insurance workflows, all leading to an urgent requirement for skilled AI .
Learners also benefit from strong job visibility. Tech companies are hiring, but so are startups, defence labs, and global outsourcing firms. With remote work becoming mainstream, students in Vizag can also access international freelance projects, entry-level AI engineering roles, and hybrid positions across cities.
Popular AI Job Roles in Visakhapatnam — Average Salary Range
| Role | Avg Salary (₹ LPA) |
| AI Engineer | 6–12 LPA |
| Data Scientist | 7–14 LPA |
| NLP Engineer | 6–11 LPA |
| Automation Analyst | 5–10 LPA |
For anyone planning a future-proof career path, learning AI in Visakhapatnam is not just an option, it’s a strategic opportunity.
III. How We Selected the Best AI Courses
To ensure this list highlights only the most credible and results-driven AI Courses in Visakhapatnam, we evaluated each program using transparent and outcome-focused criteria. Our goal was to identify courses that not only teach concepts but also help learners get placed through practical exposure, industry tools, and guided mentorship.
Ranking Factors Used
We compared each course based on the following metrics:
- 100% placement or internship support programs offering structured recruitment pathways, job guarantee or interview assistance scored higher.
- Real-time projects + deployable capstones because employers look for GitHub portfolios, not just certificates.
- Updated curriculum with modern AI stack
- Generative AI
- Large Language Models (LLMs)
- LangChain + vector databases
- MLOps & deployment tools
- Generative AI
- Mentorship quality: trainer experience, one-on-one support, and live doubt solving heavily influenced scoring.
- Student success & verified reviews: institutes with strong alumni hiring records ranked higher.
- Accessibility for learners: availability of online/offline/hybrid options mattered for both freshers & working professionals.
- Industry collaboration: hiring tie-ups, mock interview training, and resume building added significant weight.
This evaluation ensures that every program featured ahead isn’t just popular —
it is capable of transforming beginners into job-ready AI professionals.
IV. Top 10 AI Courses in Visakhapatnam with Job Guarantee
1. Digital Scholar – AI + Digital Marketing Job Guarantee Program (Rank #1)
Digital Scholar stands at the top of our ranking for AI Courses in Visakhapatnam and for good reason. In a world where businesses are rapidly shifting to automation-first marketing, Digital Scholar is one of the few institutes that blends AI, Digital Marketing and Real-World Implementation into a single immersive skill-building program.
Thousands of learners across India have already unlocked high-growth roles in performance marketing, social media, AI content creation, and workflow automation under their training. With a dual-certification program, practical learning structure, live capstone work, AI-integrated curriculum and guaranteed placement support, Digital Scholar has become a benchmark for job-oriented digital careers.
The institute operates on an agency-style training model, meaning students don’t just learn tools they work like real marketing teams. You collaborate, build campaigns, analyse data, fix failures, and deploy strategies instead of merely taking notes.
The brochure highlights a learning process built on weekly live sessions, 5 major capstone projects, assignments, real-brand marketing execution and dual certification ensuring every learner graduates with experience that employers value.
Why Digital Scholar Is #1 for AI & Digital Marketing in India
1. Mentorship from Sorav & Rishi Jain
The founders, Sorav Jain (India’s leading AI-integrated digital marketing educator) and Rishi Jain (automation & ads optimisation specialist) personally guide the learning journey. Their mentorship goes beyond classroom teaching; students observe agency-style workflows, real brand campaigns and execution standards applied by professionals handling ₹300 Cr+ ad spend & 395,000+ learners globally.
This is not a lecture-only environment. It’s guided skill development from two industry operators where students see how modern marketing actually works in execution.
2. AI + Automation-Integrated Curriculum
Digital Scholar isn’t a traditional marketing course, it prepares you for the next decade with AI-first capabilities. The curriculum includes:
- Prompt engineering foundations
- GenAI tools for text, video, audio & creative workflows
- AI Avatars & AI marketing agents
- Workflow automation with n8n
- Automated blog publishing, LinkedIn posting, chatbot deployment
- Meta Ads & Google Ads powered by AI for targeting, scaling & CRO
Modules clearly show students building real automations such as AI-powered blog systems, LinkedIn posting agents, chatbot assistants and lead routing workflows ready to deploy as portfolio case studies.
This makes Digital Scholar the only institute teaching hands-on AI implementation, not just theory, placing learners miles ahead of competing courses.
3. Live Brand Projects + Capstone Execution
Students work on real client campaigns through the agency arm echoVME one of India’s top digital agencies, trusted by corporate brands, real estate, retail and education sectors.
Projects include
✔ Running Meta Ads & Performance Max campaigns
✔ Creating YouTube + SEO blog systems
✔ Designing landing pages & automation sequences
✔ Publishing LinkedIn / Instagram content agents
Every student completes a personalised capstone project, an AI workflow or live marketing campaign recorded as a portfolio proof that employers can verify.
4. 100% Placement Guarantee + Recruiter Network
Digital Scholar offers structured interview training, mock rounds, resume building, LinkedIn optimisation and recruiter pipelines, making it a true job-guarantee course. Students have secured ₹3.6 LPA average & ₹12 LPA maximum packages plus freelance incomes up to ₹65,000/month.
Learners get access to
- 500+ hiring partners
- Internship opportunities
- Freelance support track
- Client closing frameworks for independent careers
Your skill is demonstrated through portfolios & not degrees. And Digital Scholar ensures every student builds one before graduating.
5. The Best Starting Point for Holistic Tech-Marketing Careers
Whether you’re starting fresh or shifting careers, Digital Scholar prepares you for multiple income paths:
| Career Outcomes | Why DS Helps You Get There |
| Paid Ads Manager | Live Meta + Google campaign execution |
| AI Marketing Specialist | n8n automations + agent workflows |
| Social Media Manager | Content + creative AI + growth frameworks |
| Freelance Consultant | Pitching + client system accelerator module |
| YouTube / Instagram Creator | AI-generated video + content planning |
Digital Scholar doesn’t just make you employable it equips you to earn through jobs, freelance, agency building and creator branding.
Why This Course Leads the Ranking
Most AI courses in India teach only Python or machine learning. Digital Scholar instead prepares a new-age professional capable of marketing, building workflows, automating operations and scaling digital systems with AI agents. The dual-certification model, real brand projects, high placement outcomes, and global mentorship standard make it the strongest Job Guarantee AI Program for Visakhapatnam learners.
If you want to start a future-proof career, Digital Scholar is the most complete path available.
2. Tech Mahindra SMART Academy – AI & Data Analytics (Visakhapatnam)
Tech Mahindra SMART Academy is one of the most recognised skill-development institutes in Vizag, known for its structured AI & Data Analytics training designed specifically for employability.
The curriculum focuses on real-time data interpretation, machine learning models, and automation-driven analytics making it a strong choice for students who want to enter the AI workforce with a technical and analytical foundation.
The program is ideal for fresh graduates as well as working professionals transitioning into AI roles, thanks to its practical learning framework, live lab exercises, and guided capstone projects. Students work with real datasets, learn Python programming, model building, and tools like Power BI, SQL, NumPy, and scikit-learn.
Along with technical depth, the institute also offers mock interviews, resume building, job-readiness training, and placement support, helping learners prepare confidently for AI roles in corporate and startup environments.
If you’re looking for a structured and industry-aligned AI learning track in Visakhapatnam, SMART Academy stands out as a reliable and job-focused option.
3. GITAM University – B.Tech / M.Tech in AI & ML (Visakhapatnam)
GITAM University is one of Visakhapatnam’s most reputable institutions offering B.Tech and M.Tech programs in Artificial Intelligence and Machine Learning for students aiming to build strong technical foundations for future AI careers. These programs combine theoretical depth with hands-on engineering experience, making them suitable for learners who want to develop core competencies in machine learning systems, neural networks, big data analytics, and intelligent automation.
Across the AI and ML tracks, students learn essential programming (Python, C++, Java), algorithm optimisation, cloud deployment, and real-world model integration. Research exposure, industry tie-ups, and internships enable learners to work on capstone projects based on speech recognition, predictive analytics, smart vision systems, and automation workflows.
Campus facilities, innovation labs, and tech incubators make GITAM a strong environment for aspiring AI engineers, research scholars, startup-focused developers, and those seeking advanced machine intelligence pathways after graduation.
4. Andhra University – AI & Data Science Certification (Visakhapatnam)
Andhra University offers a structured AI & Data Science Certification program designed for students and professionals who want to build job-ready skills without committing to a long full-time degree. The course focuses on core AI competencies such as Python programming, machine learning models, data preprocessing, exploratory analysis, and applied statistics enabling beginners to transition into AI roles with confidence.
Learners also work with essential industry tools like NumPy, Pandas, Scikit-learn, TensorFlow, Power BI, and SQL, through guided projects and lab-based practice sessions. The university supports practical exposure via case studies, model evaluation assignments, and mini-capstones based on real-time datasets.
Since the curriculum blends conceptual fundamentals with deployable implementation, this program is well-suited for fresh graduates, IT learners, analytics beginners, and working professionals aiming to shift into data-driven job profiles. With academic credibility and accessible learning pathways, it stands as a strong AI skilling option in Visakhapatnam.
5. Cognizant Skill Development Hub – AI Job Accelerator Program (Visakhapatnam)
Cognizant Skill Development Hub offers an AI Job Accelerator Program built to prepare learners for real hiring environments. The training focuses on practical AI development skills that employers value including Python programming machine learning model training data cleaning visualization and automation based applications. Learners work on industry aligned assignments that simulate workplace projects helping them develop confidence in implementation and deployment.
The curriculum covers supervised and unsupervised ML algorithms neural network basics natural language processing and model evaluation techniques. Students also learn to use tools like Pandas Scikit learn TensorFlow and Power BI which strengthens hands-on capability for entry level AI roles. The program suits both beginners and working professionals planning to switch careers.
One of the biggest advantages of this hub is the exposure to corporate work culture mock interview preparation resume mentoring and real project reviews by experts. This makes it a strong job focused AI training option in Visakhapatnam.
6. Imarticus Learning – PG AI and Data Science with Placement
Imarticus Learning offers a postgraduate training program in AI and Data Science designed to help students become job ready through practical skill building and portfolio development. The course focuses on Python programming data preprocessing machine learning deep learning and analytics workflows used across industries. Instead of theory heavy sessions learners work through real business problems using structured datasets so they understand how AI delivers measurable outcomes.
The program includes hands on projects live case studies and performance assessments to ensure practical learning. Students also gain experience in model training visualization and deployment which builds confidence for professional roles. Tools taught include Scikit learn TensorFlow SQL and Power BI along with emerging generative AI applications.
One of the key strengths of Imarticus Learning is their structured placement support that features interview practice resume building and recruitment connect through partner companies. For learners in Visakhapatnam looking for a guided transition into data and AI careers this program provides a strong training to employment pathway.
7. Datamites – Certified AI and ML Job Guarantee Course
Datamites offers a comprehensive AI and Machine Learning training program that is designed to take learners from fundamentals to advanced model building while preparing them directly for employment. The curriculum covers Python programming statistics data preprocessing supervised and unsupervised learning neural networks NLP and real time AI applications. Training happens through practical assignments and capstone projects which help students build a strong and verifiable portfolio for hiring.
The institute provides live mentoring classroom and online options and structured doubt resolution sessions so beginners can learn comfortably at their own pace. Datamites also includes internship support with real projects in model deployment automation and analytics. This ensures learners understand not just how to build a model but also how to scale and apply it in production environments.
A major highlight is their job guarantee track where eligible students receive guided placement support resume polishing mock interviews and interview referrals to hiring partners. For freshers and professionals seeking a results oriented learning pathway Datamites stands out as a solid AI upskilling choice in Visakhapatnam.
8. CETPA Infotech – AI + Python with Projects and Mentorship
CETPA Infotech delivers a structured Artificial Intelligence and Python training program designed for students who prefer practical learning over theory heavy classrooms. The course begins with Python basics and gradually advances into data handling machine learning model building neural networks and modern AI applications.
Every learner works on guided assignments and multiple real world projects so concepts are absorbed through implementation rather than memorization.
The institute offers both classroom and online training supported by regular doubt clearing sessions and mentor guidance to ensure consistent progress. Learners are encouraged to build deployable models using tools like TensorFlow Scikit Learn and Pandas which strengthens hands on capability and industry readiness.
CETPA also provides placement oriented support such as resume building interview practice and referral assistance for internships. With a learning path that prioritizes projects skills application and professional grooming CETPA Infotech becomes a reliable training option for AI aspirants in Visakhapatnam.
9. 360DigiTMG – AI and ML Pro Certification with Capstone
360DigiTMG offers a well structured AI and Machine Learning Pro Certification ideal for students and working professionals aiming for practical industry exposure. The program covers Python programming statistics feature engineering supervised and unsupervised models neural networks and model optimization techniques.
What makes the learning experience impactful is the strong emphasis on hands on training where students solve real datasets business problems and deploy models as part of the curriculum.
The course includes a mandatory capstone project which helps learners build a portfolio that hiring managers can evaluate directly. In addition to technical instruction the institute provides resume building mock interviews and placement mentoring which increases job readiness for profiles like ML Engineer Data Analyst and AI Developer.
With flexible learning schedules and access to recorded sessions 360DigiTMG suits fast paced learners as well as beginners who want structured guidance and project experience to become employment ready.
10. Coursera + IIT and Stanford Online AI Programs (For Visakhapatnam Learners)
Coursera gives students and professionals in Visakhapatnam the ability to learn Artificial Intelligence directly from IIT professors Stanford instructors and top global universities without leaving home. These programs are completely online structured with beginner to advanced progression and include hands on assignments quizzes model building labs and industry projects.
Many specializations such as Machine Learning by Stanford Deep Learning by Andrew Ng and IIT supported AI and Data Science certifications offer globally recognised completion certificates which strengthen resume value for job applications.
Learners can study Python data preprocessing supervised and unsupervised ML CNNs NLP Transformers model deployment and MLOps depending on the chosen track. Most courses include peer review projects and capstone case studies which help students develop a GitHub ready portfolio.
This option is ideal for:
- Working professionals who want flexibility
- Students in Vizag aiming for global certification
- Anyone preparing for remote or international AI roles
With structured pathways and strong academic backing Coursera is one of the best online platforms for AI upskilling for Visakhapatnam learners seeking quality plus convenience.
V. Skills You Will Learn
The best part about choosing AI Courses is that you do not just learn theory you learn to build, deploy and showcase real working models.
Every program in this list focuses on skill-based learning that prepares you for interviews, AI engineering roles, freelance projects and automation-driven jobs across India and globally.
By the end of your training, you will be able to solve data problems, automate workflows, integrate APIs, and host AI applications confidently. Get the latest news! Follow @digitalscholar
Core Skills You’ll Master
- Python programming with OOPs and libraries
- SQL for querying, filtering and structuring datasets
- Data structures and preprocessing for ML readiness
Machine Learning & Deep Learning
- Supervised and Unsupervised models (Regression, Classification, Clustering)
- CNN and RNN based neural networks
- Transformers and large language model (LLM) concepts
Industry-Relevant Tools & Frameworks
- TensorFlow, Keras, Scikit-learn for ML pipelines
- LangChain and HuggingFace for LLM applications
- Power BI for dashboards, visualization and business insights
Deployment + MLOps + Automation
- Working with APIs and cloud hosting
- Model deployment, monitoring and scaling
- CI/CD workflows for production-grade AI
Portfolio-First Learning
- GitHub project publishing
- End-to-end capstones to impress employers
- Strong portfolio that boosts job conversions
With these skills, learners become job-ready and confident enough to build real AI products not just classroom theory.
VI. Who Should Enroll in AI Courses in Visakhapatnam?
AI Courses in Visakhapatnam are designed for anyone who wants to build a future-ready career in technology regardless of whether they are starting fresh or transitioning professionally.
These programs suit individuals who want practical, employable skills instead of just classroom theory. If you want to work with real datasets, build AI models, deploy automation and secure a placement in leading IT companies, then this learning path is for you.
Best suited for:
- Students & job seekers
Those completing engineering, B.Sc, MCA, BCA or even non-technical degrees who want to enter the AI job market quickly. - IT professionals shifting to AI roles
Working developers, analysts or testers looking to switch into machine learning, NLP, automation engineering or data science. - Freelancers, analysts, entrepreneurs
Individuals wanting to build AI tools, automate business operations, offer analytics services or scale startup projects. - Anyone wanting job-ready AI skills
Learners who want to build real projects, create portfolios, crack interviews and secure placements in AI companies.
Whether you aim to become a Data Scientist, ML Engineer or build AI-driven business products, these AI Courses in Visakhapatnam provide a clear, guided pathway to get there. You do not need deep coding experience you only need curiosity, consistency and the drive to learn.
VII. Placement & Internship Opportunities in Visakhapatnam
The demand for AI professionals in Visakhapatnam has been steadily rising, especially with the city evolving into a major coastal technology hub. Companies such as Tech Mahindra, Cyient, Wipro, Accenture, and HCL actively recruit candidates skilled in machine learning, data science, NLP, automation, and AI-driven analytics.
Most AI Courses in Visakhapatnam are now placement-oriented, ensuring that learners move beyond theory and graduate with deployable project experience which is what employers value most.
A major advantage for freshers is the expanding AI startup ecosystem near Rushikonda IT Park, where early-stage tech companies look for interns who can work on automation, model deployment, chatbot development, and predictive analytics. Internships often turn into full-time roles when students show skill competency and the ability to work independently on real-world tasks.
Remote opportunities are also on the rise. Many AI-trained professionals from Vizag now work for companies based in Bangalore, Hyderabad, Dubai, and the US under WFH or global contract roles, making the field attractive even for learners who prefer flexible work setups.
The most significant hiring differentiator today is not degree labels but portfolio strength. Recruiters increasingly choose candidates who can present deployed models, GitHub repositories, dashboard reports, automation scripts, or live case studies. With the right projects and consistency, even first-time AI learners can break into high-growth roles quickly.
Students who complete hands-on AI Courses in Visakhapatnam stand at a clear advantage they graduate with work experience, not just a certificate.
VIII. Why Digital Scholar is #1?
Digital Scholar stands out as the top AI course in Visakhapatnam because it delivers something that traditional institutes often miss real implementation over theory. Students don’t just learn machine learning, automation, and prompt engineering; they actually deploy AI solutions for real brands.
From ChatGPT-powered workflows to marketing analytics pipelines, the program transforms learners into professionals who can build, automate, optimise, and scale digital processes end-to-end.
What makes Digital Scholar even more impactful is its complete job guarantee, supported by resume building, mock interviews, portfolio presentation training, and soft-skill enhancement.
Students are guided not only to learn, but to get hired. Every learner builds a minimum of 8–15 deployable projects along with a GitHub portfolio, making them completely job-ready rather than certification-dependent.
A major reason Digital Scholar ranks #1 is its cross-disciplinary skill stack AI + Marketing + Automation. While most AI institutes focus only on coding, Digital Scholar prepares students for practical business workflows such as lead-gen automation, chatbot assistants, ad-copy generation, UGC scaling, and campaign optimisation.
This unique blend empowers graduates to work as AI Specialists, Marketing Analysts, Automation Consultants, or even start their own agency. Get the latest news! Follow @digitalscholar
Why Digital Scholar Leads the List
- Hands-on brand collaborations with measurable output
- ChatGPT + automation workflow mastery instead of textbook theory
- Interview readiness + job guarantee for all eligible learners
- Multi-disciplinary curriculum suited for the future of work
- Portfolio-first training that shortens hiring cycles
- Suitable for freshers, professionals, freelancers, and founders
Digital Scholar ranks #1 because it builds doers not just learners. With real brand exposure, AI deployment experience, and a solid placement foundation, it is the strongest launchpad for anyone in Vizag aiming to secure a high-growth tech career.
IX. Conclusion
Visakhapatnam is fast emerging as one of India’s most promising destinations for advanced AI learning and tech-driven careers. With the expansion of Rushikonda IT Park, new data centres, and rising automation demand across marine logistics, defence, healthcare, and fintech, the city is actively shaping itself into a strong innovation hub.
This shift has created a massive need for AI professionals who can build real solutions not just study theory which is why project-based, job-guarantee AI Courses in Visakhapatnam are gaining momentum.
Learners today are no longer satisfied with classroom lectures. They want hands-on experience, real datasets, automation workflows, chatbot integration, and deployable capstones. Institutes offering placement assistance, skilled mentorship, and implementable industry projects naturally stand out as the best pathways to break into data science, ML engineering, and AI development roles.
Whether you’re a student, a working professional, or someone who wants to transition into the future of tech, choosing the right AI training program is the decisive first step.
Start your AI career today pick an AI Course in Visakhapatnam that prioritizes projects, placements, and portfolio building, and prepare yourself for the tech opportunities of tomorrow.
X. FAQs
1. Which is the best AI course in Visakhapatnam with job guarantee?
Digital Scholar is widely preferred for its job guarantee offering, real brand projects, and automation-based AI curriculum structured for beginners and professionals.
2. Do AI Courses in Visakhapatnam include hands-on projects?
Yes, most programs now offer real-time assignments, ML model building, automation tasks, and deployable capstones to help learners build strong portfolios.
3. Can freshers enroll in AI courses?
Absolutely. Many AI courses in Visakhapatnam are beginner-friendly, requiring no prior coding knowledge ideal for students entering tech careers.
4. Do these programs provide placement support?
Several institutes offer placement assistance, mock interviews, and hiring drives, with Digital Scholar leading in guaranteed placement outcomes.
5. What is the duration of an AI course in Vizag?
Typically 3–9 months, depending on program depth, internship involvement, and project intensity.
6. Is coding necessary to start AI training?
Basic Python and logic skills help, but many AI Courses in Visakhapatnam start from zero level and gradually build programming confidence.
7. What tools will I learn in these AI programs?
Courses commonly include Python, TensorFlow, LangChain, MLOps, Power BI, HuggingFace, NLP pipelines, and deployment workflows.
8. Are online and hybrid AI training options available in Vizag?
Yes, learners can choose between offline, hybrid, or 100% online formats based on flexibility and schedule.
9. What is the salary range after completing AI training?
Freshers in Vizag typically start between ₹3.5–6 LPA, with higher packages for applied experience and strong portfolios.
10. Do these courses include internship opportunities?
Most programs include internship support or simulated industry projects to build experience before job entry.
11. Is Digital Scholar available for Visakhapatnam learners?
Yes , Digital Scholar offers online + hybrid learning options with job guarantee and real-world brand collaborations.
12. Can non-tech students learn AI?
Yes, non-CS learners can transition into AI with structured training focused on Python, ML basics, deployment, and portfolio building.
13. Will I get certification after the course?
All leading AI Courses in Visakhapatnam provide certificates upon successful completion of projects, assessments, or final capstone.
14. Do AI courses help with freelancing or remote jobs?
Yes, portfolio-driven AI training opens opportunities in chatbot building, NLP automation, data analysis, and global remote contracts.
15. How do I choose the right AI course in Vizag?
Look for placement records, live projects, mentorship quality, tools taught, and real deployment opportunities not just classroom theory.
