Master Data Structures & Algorithms (DSA) with AI-Driven Optimization Course in Surat
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
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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.
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Aliasgar Acharwala - UI/UX Designing
Abbas Channiwala - Graphic Designing
Ibrahim Kaukawala - Basic Computer (CCC)
Pratham Pastagiya - Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Murtaza Bookwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Sahima Dhandhuwala - Graphic Designing
Yusuf Tarwala - C, C++ & Python
Madni Shaikh - Graphic Designing & Video Editing
Zahra Hathiwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Aliasgar Acharwala - UI/UX Designing
Abbas Channiwala - Graphic Designing
Ibrahim Kaukawala - Basic Computer (CCC)
Pratham Pastagiya - Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Murtaza Bookwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Sahima Dhandhuwala - Graphic Designing
Yusuf Tarwala - C, C++ & Python
Madni Shaikh - Graphic Designing & Video Editing
Zahra Hathiwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Aliasgar Acharwala - UI/UX Designing
Abbas Channiwala - Graphic Designing
Ibrahim Kaukawala - Basic Computer (CCC)
Pratham Pastagiya - Tally Prime With GST
Hussain Jabrot - Advance Excel
Mufaddal Kotawala - Video Editing & Graphic Designing
Mehlam Songadhwala - Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Murtaza Bookwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Sahima Dhandhuwala - Graphic Designing
Yusuf Tarwala - C, C++ & Python
Madni Shaikh - Graphic Designing & Video Editing
Zahra Hathiwala - UI/UX Designing
Real Students, Real Impact
Hear directly from our alumni about their learning journey and career transformation with NodeToLearn.
"A life-changing experience!"
"I had an amazing experience at Nodetolearn Computer Classes in Begumpura, Surat. I enrolled in both the Graphic Designing and Video Editing courses, and I must say, the quality of teaching and hands-on experience was outstanding. The instructors are highly skilled and patient, ensuring each concept is explained in detail. The practical sessions helped me build my skills and gain confidence in using industry-standard tools like Adobe Photoshop, Illustrator, Premiere Pro, and more.
The classroom environment is friendly and well-equipped, making learning enjoyable and efficient. I also appreciate the personalized attention given to each student, which really helped me grasp complex topics easily.
If you're looking for top-notch computer classes in Surat, especially for graphic design and video editing, I highly recommend Nodetolearn. It’s definitely one of the best places to enhance your skills and kickstart a career in the creative field!"
Abbas Samiwala
"good place to learn any course"
Tinwala Rashida
"Hello my name is Rashida. I am currently pursuing a graphic design course at Nodetoleran, and my experience so far has been truly amazing. The learning environment is both creative and supportive, and the faculty members are extremely knowledgeable and helpful. They explain every concept with clarity and patience, making it easy to understand even the most complex topics. What I appreciate the most is the hands on approach and the encouragement to explore our own creativity. The classes are well structured, and every session feels productive and engaging. Nodetoleran has helped me grow not only as a designer but also as a confident and motivated learner. This is one of the best places to learn graphic design, and I would highly recommend it to anyone who wants to build a strong foundation in this field. Best computer classes in surat.Best computer classes near me and absolutely best classes in begumpura"
Saba Iram
"I recently completed the Graphic Design course at Nodetolearn Classes in Begumpura, Surat and I can confidently say this is the best class in the city! The teaching style is amazing, both Sir and Ma’am are extremely supportive and knowledgeable. They explain everything in a way that’s super easy to understand, no matter what your background is.
The environment is friendly and focused, and you actually enjoy learning here. The practical training and real world examples helped me a lot in improving my design skills. If you're serious about learning graphic design or any other IT skill, this is the place to be.
Highly recommended to anyone looking for quality education in Surat. Thank you Nodetolearn Classes for such a great experience!"
Zainab Shaikh
"NodeToLearn is the best computer classes in salabatpura near begumpura as I have personally attended the video editing classes and they also provide free 3 days demo on all the courses so that u have a clear idea of what u will be taught that's why I say NodeToLearn is the best classes in surat"
Arif Shaikh
"I have enrolled in Offer course at NodeToLearn which includes Tally with gst course and on top of i got Basic computer course for free and they also provided free 3 days demo.Here i have learned alot till now and will learn more and more everyday.This is the best computer classes when it comss in terms of teaching and knowledge"
Frequently Asked Questions
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