Master Data Structures & Algorithms (DSA) with AI-Driven Optimization Course in Bhatar
Master algorithmic optimization, Big-O metrics execution, raw problem-solving logic, and AI-driven code efficiency profiling with 100% practical 1-on-1 mentorship.
Course Overview
Curriculum Roadmap
Module 1: Module 1: How to Measure Algorithm Efficiency + Arrays
- Setting up your coding environment: compiler, debugger, and memory profiling tools
- Building a simple companion webpage to display algorithm steps visually using HTML5
- Big-O, Big-Omega, and Big-Theta notation: how to calculate best, worst, and average-case performance of any algorithm
- Array techniques: two-pointer approach, sliding window, and how memory is laid out in contiguous blocks
Module 2: Module 2: Linked Lists, Stacks, and Queues
- Singly and doubly linked lists: building node chains, inserting, deleting, and reversing them in code
- Stacks (LIFO): implementing with linked nodes, understanding how function call stacks work internally
- Queues (FIFO): circular queues, priority queues, and double-ended queues (deque) — built and tested practically
- Debugging common pointer bugs: null references, boundary conditions, and memory leaks in linear structures
Module 3: Module 3: Trees and Graphs
- Binary Search Trees (BST): inserting, searching, and deleting nodes; understanding tree height and balance
- Tree traversals: Pre-order, In-order, and Post-order — both recursive and iterative versions
- Graphs: representing them using Adjacency Matrix and Adjacency List, and when to use which
- Graph traversal algorithms: Breadth-First Search (BFS) and Depth-First Search (DFS) with real problem examples
Module 4: Module 4: Searching, Sorting, and Greedy Algorithms
- Binary Search: O(log n) search logic, upper and lower bound problems, and common variations
- Sorting algorithms: Quick Sort (pivot selection), Merge Sort (split and merge), and comparing their time and space costs
- Greedy algorithms: solving problems by making the locally best choice — Huffman coding, interval scheduling, and activity selection
- Deploying your algorithm visualizer project live on a web host as part of your portfolio
Module 5: Module 5: Dynamic Programming, AI Code Tools, and Interview Prep
- Dynamic Programming (DP): solving overlapping subproblems using Memoization (top-down) and Tabulation (bottom-up) with real problems like Knapsack and Longest Common Subsequence
- AI-assisted code review: using tools like GitHub Copilot or similar AI profilers to spot inefficiencies, suggest optimizations, and predict edge-case failures
- Using AI to analyze time and space complexity of your own code and compare alternate solutions
- Mock whiteboard interview rounds and final portfolio: an organized GitHub repository of solved problems and a live-hosted algorithm dashboard
Meet Your Mentors
Taiyeb Khumri
Founder and Lead Educator at NodeToLearn
Taiyeb Hariyanawala is the Founder and Lead Educator at NodeToLearn, a premier computer education institute based in Nanpura, Surat. With a deep specialization in digital marketing, video editing, and full-stack software development, Taiyeb integrates cutting-edge AI-driven workflows and agentic automation into professional technical training. Committed to academic excellence, he has implemented ISO 21001:2018 certification standards to provide industry-leading curricula in Python, Flutter, and web technologies. His mission is to bridge the gap between complex IT concepts and practical application for the next generation of digital creators and developers.
View LinkedIn ProfileWho is this for?
This course is a strong fit for BCA, MCA, B.Tech (IT/CS) students who are 6–18 months away from placements and want to build solid DSA foundations for technical interviews. It's also useful for working developers — especially those in backend or full-stack roles — who never formally studied algorithms and want to fill that gap. Competitive programmers who want structured guidance beyond random online problem-solving will benefit too. You do need basic familiarity with at least one programming language (C++, Java, or Python) before joining — this is not a beginner programming course.
Career Opportunities
Prerequisites
Basic computer operating literacy and a comfortable understanding of core programming fundamentals (variables, loops, and custom functions) in any language like C, C++, or Python.
Tools Covered
Certification
ISO 21001:2018 Certified Professional Algorithmic Software Engineer Certificate
Earn a certificate that actually holds weight in the industry.
Our institutional evaluation is strictly project-backed to maintain absolute industry authority and prevent unverified credential inflation. To qualify for your credential, you must successfully submit a final technical algorithmic code repository featuring an optimized data structure library, a fully mapped graph traversal tracking simulation, a live responsive web companion frontend telemetry layout, and a verified performance report showing code optimized via advanced AI data profiling tools. Upon successful panel review, you will be issued an official ISO 21001:2018 Certified Professional Algorithmic Software Engineer validation, containing a unique global tracking identification number that software houses, corporate IT departments, and international product engineering groups can instantly verify online.
Our Training & Placement Methodology Trusted Process
We maintain full transparency in our curriculum delivery and placement assistance. Our certification is backed by rigorous live-project evaluations and our placement claims are verified by our extensive network of hiring partners across Surat.
Real-World Curriculum
Our syllabus is continuously updated based on direct feedback from industry HRs and Senior Tech Leads to ensure market relevance.
Placement Process
100% placement assistance isn't just a promise; it includes mandatory resume building, mock technical interviews, and direct employer referrals.
Expert Led Sessions
Classes are solely conducted by working professionals with a minimum of 5+ years of active industry experience in their respective domains.
ISO 21001:2018 Certified
Our educational management system is officially certified, guaranteeing international standards in training quality and student assessment.
Transparent Certification Process
Frequently Asked Questions
Why Study in Bhatar?
Best Data Structures & Algorithms (DSA) with AI-Driven Optimization Course Classes Near Bhatar, Surat
Searching for the absolute best Data Structures & Algorithms (DSA) with AI-Driven Optimization Course training institute near Bhatar? NodeToLearn is located just 2.8km away. Our modern campus is a quick 7-minute drive from the heart of Bhatar, making it incredibly convenient for local students and professionals to join our flexible evening or weekend batches.
We know that your commute time shouldn't get in the way of your learning. Situated minutes from prominent local landmarks like Bhatar Road, Althan Tenement, Rupali Canal, and Breadliner Circle, our campus delivers industry-grade, practical IT training right in your neighborhood.
- Hyper-Local Advantage: Spend less time traveling and more time building projects with a seamless 2.8km commute.
- Prime Accessibility: Effortless transit routes for students joining us from Bhatar Cross Road, Althan, and City Light.
- 100% Placement Support: Master high-demand tech skills on live projects and secure placement in Surat's leading IT companies.
Don't settle for average training. Join the top-rated Data Structures & Algorithms (DSA) with AI-Driven Optimization Course program near Bhatar and kickstart your IT career with NodeToLearn today!
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Course Features
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Duration4 Months
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LevelAdvanced
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CertificationISO 21001:2018 Certified Professional Algorithmic Software Engineer Certificate
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PaymentEMI Option Available
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Career100% Placement Assistance
NodeToLearn Certified Students
Join hundreds of students who have successfully completed their training and earned their industry-recognized certificates.
Zahra Hathiwala - UI/UX Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Tanzil Malik - Digital Marketing
Aliasgar Acharwala - UI/UX Designing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Yusuf Tarwala - C, C++ & Python
Sahima Dhandhuwala - Graphic Designing
Zahra Hathiwala - UI/UX Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Tanzil Malik - Digital Marketing
Aliasgar Acharwala - UI/UX Designing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Yusuf Tarwala - C, C++ & Python
Sahima Dhandhuwala - Graphic Designing
Zahra Hathiwala - UI/UX Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Tanzil Malik - Digital Marketing
Aliasgar Acharwala - UI/UX Designing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Yusuf Tarwala - C, C++ & Python
Sahima Dhandhuwala - Graphic Designing
Real Students, Real Impact
Hear directly from our alumni about their learning journey and career transformation with NodeToLearn.
"A life-changing experience!"
"I am currently learning logic development, C, C++, and Flutter application development at Nodetolearn Computer Classes, and I am also pursuing my BCA. The learning environment here is excellent cool, friendly, and very motivating. The teachers explain concepts clearly and make difficult topics easy to understand. Another great thing is that the classes are budget friendly while still providing high quality training.
If you are searching for the best computer classes in Surat or in begumpura I highly recommend Nodetolearn Computer Classes. It’s a perfect place to build strong technical skills and grow in the IT field. Best computer classes in Surat. Best computer classes near me. Best computer classes in begumpura. I highly recommend and if you are looking for flutter applications development or BCA classes nodetolearn is the bestt classes..!!!! Best BCA classes in Surat.!!"
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"My experience at NodeToLearn Computer Education has been excellent. The graphic design and video editing course is very practical and industry-oriented. The institute provides hands-on training in Adobe Illustrator, Photoshop, CorelDRAW, Lightroom, and professional video editing software like Premiere Pro, After Effects, DaVinci Resolve, and Final Cut Pro.
The trainers explain every concept clearly and focus on real-world projects, which helps build strong creative and technical skills. This is one of the best computer institutes for graphic design and video editing training, especially for students looking for professional graphic design courses and advanced video editing classes.
If you are searching for the best graphic design and video editing institute near me, NodeToLearn Computer Education is a great choice. Highly recommended for anyone who wants quality computer education in graphic design and video editing."
Hasan Kanba
"Best place to learn coding In surat, with amazing teaching skills of taiyyab sir.. it's a great experience 😃 …"
Mustafa Khanpur
"I joined the Digital Marketing course at and it has been one of the best learning experiences for me. If you are searching for the best digital marketing classes in Surat or the best computer classes in Surat, this institute is definitely worth joining.
The course covers everything in a practical and professional way, including SEO, SMM, social media marketing, Google Ads, Meta Ads, Canva designing, content marketing, branding, Instagram growth, YouTube marketing, email marketing, keyword research, AI tools, and website basics. They also teach how to create engaging social media posts and run real marketing campaigns.
The trainers are very supportive and explain concepts in a simple way, which makes learning easy even for beginners. I personally improved my skills in Canva, social media management, and SEO optimization after joining this course. The classes are interactive and focused on real world digital marketing strategies that are actually useful for freelancing, jobs, and business growth.
If anyone wants to build a career in digital marketing, social media marketing, SEO, content creation, or graphic designing, NODETOLEARN is one of the best digital marketing institutes in Surat. Highly recommended for students, freelancers, business owners, and creators who want practical skills and career growth."
Qureshi Mehroz
"Currently I am doing my CCC course from NodeToLearn computer classes and my experience till now has been really amazing. The faculty here is very helpful and friendly. The best thing is that they teach everything from scratch, so if you are a beginner, it is very easy to understand. Also, they give 1-on-1 teaching which helped me clear all my doubts instantly. If you are searching for the best computer classes in surat, then you should definitely join here. It is located near chowk so for me it is the best computer classes near chowk and definitely the best computer classes near me. 100% recommended to everyone!"
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"I have done tally with GST and I m very thankful that I found nodetolearn computer education bcz here teacher's are like family and education here is fun"
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