Master Data Structures & Algorithms (DSA) with AI-Driven Optimization Course in Chowk (Chowk Bazar)
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 Chowk (Chowk Bazar)?
Best Data Structures & Algorithms (DSA) with AI-Driven Optimization Course Classes Near Chowk, Surat
Are you looking for the best Data Structures & Algorithms (DSA) with AI-Driven Optimization Course training institute near Chowk? NodeToLearn is located just a short distance from the heart of Chowk Bazar. Many tech enthusiasts from the Chowk area join our institute since we are conveniently located just a quick drive away, making it easy to attend evening or weekend batches.
We understand that travel time is crucial for students and working professionals. Being minutes away from major landmarks like Surat Castle, Gandhi Baug, and Bhagal Crossroad, our campus is highly accessible so you won't have to compromise on quality education to stay close to home.
- Hyper-Local Advantage: An easy commute from Chowk for your Data Structures & Algorithms (DSA) with AI-Driven Optimization Course batch.
- Flexible Timings: Perfect for students traveling from Nanpura, Sonifaliya, and Mahidharpura areas.
- 100% Placement Assistance: Get placed in top IT firms across Surat after completing your Data Structures & Algorithms (DSA) with AI-Driven Optimization Course training.
Don't settle for average training. Join the top-rated Data Structures & Algorithms (DSA) with AI-Driven Optimization Course program near Chowk and kickstart your IT career with NodeToLearn today!
We also offer this course in:
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.
Yusuf Tarwala - C, C++ & Python
Ibrahim Kaukawala - Basic Computer (CCC)
Sahima Dhandhuwala - Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Tanzil Malik - Digital Marketing
Madni Shaikh - Graphic Designing & Video Editing
Aara Mansuri
Mufaddal Kotawala - Video Editing & Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Mufaddal Hakimji - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Yusuf Tarwala - C, C++ & Python
Ibrahim Kaukawala - Basic Computer (CCC)
Sahima Dhandhuwala - Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Tanzil Malik - Digital Marketing
Madni Shaikh - Graphic Designing & Video Editing
Aara Mansuri
Mufaddal Kotawala - Video Editing & Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Mufaddal Hakimji - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Yusuf Tarwala - C, C++ & Python
Ibrahim Kaukawala - Basic Computer (CCC)
Sahima Dhandhuwala - Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Tanzil Malik - Digital Marketing
Madni Shaikh - Graphic Designing & Video Editing
Aara Mansuri
Mufaddal Kotawala - Video Editing & Graphic Designing
Fahima Dhandhuwala - Digital Marketing
Mufaddal Hakimji - Video Editing & Graphic Designing
Abbas Channiwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Real Students, Real Impact
Hear directly from our alumni about their learning journey and career transformation with NodeToLearn.
"A life-changing experience!"
"I was searching for the best computer classes in Surat and found NodeToLearn Computer Education. Honestly, it was a very good decision to join here. It is just 10 minutes from my home near Rander Road, so travelling is very convenient. The teaching style is different because they provide personal attention and clear all doubts properly.
I joined the Video Editing course in Surat and learned Adobe Premiere Pro, After Effects, and DaVinci Resolve with practical projects. The trainers are knowledgeable and explain everything in an easy way. If anyone is looking for the best video editing classes in Surat, best computer classes near me in Rander Road, or a place to learn professional editing skills, I would definitely recommend NodeToLearn Computer Education. Great learning environment and supportive faculty."
Hussain Modh
"I can bet this is the best computer classes near me and near begumpura bcz this computer classes offers so much knowledge in affordable and convenient way and the trainer here are best in the world i suggest you to visit this class once"
Tanvi Master
"I recently completed the Power BI course at NodeToLearn Computer Classes in Begumpura, Surat, and honestly, it exceeded my expectations! The trainers are incredibly skilled and patient, breaking down complex concepts into easy-to-understand lessons. I loved how the classes were hands-on, with plenty of real-world examples that made everything click.
What really stood out was the personal attention I got throughout the course. The staff was always approachable and willing to help with any doubts, which made the learning process so much smoother. Plus, the learning environment is really comfortable and motivating, which made me look forward to every class.
If you're searching for the best computer classes in Begumpura, I can’t recommend NodeToLearn enough. Whether you're a complete beginner or looking to level up your skills, this is definitely the place to be!
Super happy with my Power BI course, and I’ll definitely be back for more!"
Zainab Pittalwala
"Best Computer Classes In Surat"
Raaju
"I recently completed the MEAN Stack Development course at NodetoLearn Computer Classes, and I'm extremely happy with my experience. The trainers have excellent knowledge and explain every topic step by step, from HTML, CSS, JavaScript, Angular, Node.js, Express.js, to MongoDB, making it easy to understand and apply in real projects. One of the best parts of the course was building a job-ready portfolio with hands-on projects that helped me gain real industry experience. The mentors also provided excellent career guidance, interview preparation, and placement support. Thanks to their guidance, I got the confidence to start my career and secured a job opportunity with a reputed company. The entire staff is very friendly, supportive, and always available to solve doubts. My parents are also very satisfied with the quality of teaching, the positive environment, and the dedication of the faculty. If you're searching for the best computer classes near Katargam the best MEAN Stack classes near Pal or the best computer classes near me, I highly recommend NodetoLearn Computer Classes. It's the perfect place to learn practical skills, build confidence, and become job-ready."
Vishal Sharma
"Joining Nodetolearn has truly been one of my best decisions. The classes provide excellent one-to-one student guidance, which makes learning much more effective and personalized. The faculty is highly knowledgeable and explains every concept in a simple and easy-to-understand manner.
The behavior of both sir and ma’am is extremely supportive—they are always ready to help and ensure that no student is left behind. The environment is very friendly and comfortable, which makes learning even more enjoyable.
What I appreciate the most is that they genuinely deliver what they promise. Now it feels like my second home♥️"
Frequently Asked Questions
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