Master Artificial Intelligence & Machine Learning Course in Piplod
Master regression metrics, predictive classification, convolutional neural networks (CNN), deep learning models, and production ML pipelines with 100% practical 1-on-1 mentorship.
Course Overview
Curriculum Roadmap
Module 1: Module 1: Python for Data — NumPy, Pandas & a Simple Project Dashboard
- Setting up your workspace: Installing Anaconda, Jupyter Notebook, and the required Python libraries so everything runs correctly from day one.
- NumPy basics: Working with arrays and matrices in Python — the foundation every ML library is built on. Includes array math, slicing, and reshaping.
- Pandas for data cleaning: Loading real datasets (CSV files), fixing missing values, filtering rows, grouping data, and getting it ready for a model.
- Building a simple project dashboard: Creating a basic HTML/CSS webpage to display your model's prediction results — so your project looks presentable, not just a notebook output.
Module 2: Module 2: Supervised Learning — Regression and Classification
- Linear Regression from scratch: Understanding how a model learns to predict a number (like house price or sales revenue) by minimizing error using gradient descent.
- Regularization with Lasso and Ridge: How to stop your model from overfitting (memorizing training data instead of learning from it) using L1 and L2 penalties.
- Logistic Regression for classification: Teaching a model to predict yes/no outcomes (like spam or not spam) using a sigmoid function and cross-entropy loss.
- Measuring model performance: Reading a confusion matrix, understanding Precision vs. Recall, and interpreting the AUC-ROC score to know if your model is actually good.
Module 3: Module 3: Smarter Algorithms — Decision Trees, Random Forests & SVMs
- Decision Trees: How a model makes decisions by splitting data at each step using concepts like Gini impurity and entropy — and how to control tree depth to avoid overfitting.
- Random Forests: Why combining hundreds of decision trees (each trained on a random slice of data) gives far better results than a single tree.
- Support Vector Machines (SVM): How SVMs find the best boundary between two classes, including the kernel trick for data that isn't linearly separable.
- Hyperparameter tuning with Grid Search and Random Search: Automatically testing different model settings to find the combination that performs best on your data.
Module 4: Module 4: Deep Learning — Neural Networks with TensorFlow & Keras
- Building an Artificial Neural Network (ANN): Stacking input, hidden, and output layers in Keras, setting weights and biases, and training the network on real data.
- Activation functions explained: What ReLU, Sigmoid, and Tanh do mathematically and why choosing the right one matters for your network's performance.
- Backpropagation and optimizers: How a neural network learns by calculating gradients and updating weights — and how to tune learning rate and use optimizers like Adam.
- Convolutional Neural Networks (CNN) for image data: Building CNNs with convolution layers, pooling layers, and fully connected layers to classify images correctly.
Module 5: Module 5: Deploying Your Model & Final Project
- Saving and loading trained models: Using Python's pickle utility and Keras model-saving methods to store a trained model as a file you can reuse.
- Wrapping your model in an API: Building a lightweight backend endpoint (using Flask or FastAPI) so other applications can send data to your model and get predictions back.
- Deploying to the cloud: Hosting your trained model and its web interface on a live cloud server so it works on a real URL, not just on your laptop.
- Final project and portfolio defense: Assembling a complete end-to-end ML pipeline — from raw data to live deployed model — and walking through it in a mock interview-style review session.
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 good fit for BCA, MCA, and B.Tech (CS/IT) students or graduates who want to move into AI or data science roles. It also works well for backend developers who already know some Python and want to add machine learning skills to their profile. You don't need prior ML experience, but you should be comfortable with basic Python programming before joining — if you're not, ask us about our Python fundamentals course first. This is not a course for complete beginners to programming.
Career Opportunities
Prerequisites
Basic computer operating literacy and a comfortable understanding of core Python programming mechanics (loops, lists, and functions).
Tools Covered
Certification
ISO 21001:2018 Certified Professional AI & Machine Learning Architect 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 machine learning repository featuring a documented deep neural network configuration, a verified model pipeline scoring above strict accuracy thresholds on an un-seen testing dataset, a live responsive web companion frontend monitoring telemetry layout, and a model validation file verified via advanced data profiling tools. Upon successful panel review, you will be issued an official ISO 21001:2018 Certified Professional AI & Machine Learning Architect 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 Piplod?
Best Artificial Intelligence & Machine Learning Course Classes Near Piplod, Surat
Are you looking for the best Artificial Intelligence & Machine Learning Course training institute near Piplod? NodeToLearn is located just a short distance from the heart of Piplod. Many tech enthusiasts from Piplod join our institute since we are conveniently located just a quick 10-minute 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 VR Mall, Rahul Raj Mall, and Kargil Chowk, 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 Piplod for your Artificial Intelligence & Machine Learning Course batch.
- Flexible Timings: Perfect for students traveling from Vesu, Dumas Road, and Umra areas.
- 100% Placement Assistance: Get placed in top IT firms across Surat after completing your Artificial Intelligence & Machine Learning Course training.
Don't settle for average training. Join the top-rated Artificial Intelligence & Machine Learning Course program near Piplod and kickstart your IT career with NodeToLearn today!
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Course Features
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Duration6 Months
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LevelAdvanced
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CertificationISO 21001:2018 Certified Professional AI & Machine Learning Architect 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.
Ibrahim Kaukawala - Basic Computer (CCC)
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Fahima Dhandhuwala - Digital Marketing
Mufaddal Kotawala - Video Editing & Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aara Mansuri
Mehlam Songadhwala - Graphic Designing
Sahima Dhandhuwala - Graphic Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Ibrahim Kaukawala - Basic Computer (CCC)
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Fahima Dhandhuwala - Digital Marketing
Mufaddal Kotawala - Video Editing & Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aara Mansuri
Mehlam Songadhwala - Graphic Designing
Sahima Dhandhuwala - Graphic Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - Graphic Designing
Sarvesh Kumar - Tally Prime With GST
Ibrahim Kaukawala - Basic Computer (CCC)
Aliasgar Acharwala - UI/UX Designing
Mh Absar Shaikh - Basic Computer (CCC) & Tally Prime With GST
Hussain Jabrot - Advance Excel
Fahima Dhandhuwala - Digital Marketing
Mufaddal Kotawala - Video Editing & Graphic Designing
Zahra Hathiwala - UI/UX Designing
Aara Mansuri
Mehlam Songadhwala - Graphic Designing
Sahima Dhandhuwala - Graphic Designing
Mufaddal Hakimji - Video Editing & Graphic Designing
Madni Shaikh - Graphic Designing & Video Editing
Pratham Pastagiya - Tally Prime With GST
Murtaza Bookwala - 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!"
"NodeToLearn Computer Education is the best computer institute for BCA & MCA students, offering job-oriented training with hands-on experience. The institute provides expert-led courses covering essential subjects like C, C++, Java, Python, Data Structures, Web Development (HTML, CSS, JavaScript, PHP, MERN Stack), Database Management (MySQL, MongoDB), and Software Engineering. The curriculum is designed to meet industry standards, ensuring students gain practical knowledge through live projects, case studies, and real-world applications. With experienced faculty, personalized mentorship, and a focus on skill development, NodeToLearn helps students build a strong foundation for placements and career growth. If you're looking for the best computer classes near me for BCA & MCA or the top computer training institute for IT courses, NodeToLearn is the right choice to advance your skills and secure a bright future in the tech industry. Highly recommended for students who want to excel in their academics and professional careers!"
Rehana Malik
"My name is Rehana, and my daughter is currently learning a Digital Marketing course from NodeToLearn Computer Education. As a parent, I am extremely satisfied with the quality of teaching and the supportive learning environment. The trainers are knowledgeable, patient, and focus on practical skills, which has really boosted my daughter’s confidence and understanding of digital marketing. The course content is well structured and up to date with industry standards. I truly believe NodeToLearn is the best computer class in Surat and one of the best classes for digital marketing. I highly recommend this institute to parents and students who are looking for quality education and real results."
Fatema Tinwala
"As a parent, I’m very happy to share my experience with Nodetolearn Computer Education. My daughter is currently taking the Video Editing and Graphic Designing course here, and it has truly been a wonderful experience for us.The teachers are extremely supportive and caring towards every student. They make sure each child understands the concepts properly and they guide them with great patience and dedication. As a parent, it gives me peace of mind to see how much attention and care they give to the students.I am especially grateful to Taiyeb Sir and Ruqaiyah Ma’am for their constant support, encouragement, and excellent teaching. Their guidance has really helped my daughter learn with confidence.I highly recommend Nodetolearn Computer Education to all parents and students who are looking to learn valuable computer skills. In my opinion, it is the best computer institute near Saiyedpura and one of the best computer classes in Surat for courses like graphic designing and video editing.
Thank you for creating such a positive learning environment for student."
Gicky Yogurt
"The Flutter Application Development course at Nodetolearn is truly exceptional. It offers a perfect blend of theory and practical implementation, making it ideal for both beginners and aspiring professional developers.The Nodetolearn is the best class if you want to learn any course join Nodetolearn"
Jamila Kubbawala
"I recently joined NODETOLEARN COMPUTER EDUCATION in Nanpura for the Flutter Application Development course, and I’m really satisfied with my learning experience. I travel all the way from Inderpura, Zampa Bazaar to Nanpura specifically for NODETOLEARN, and I feel the journey is completely worth it because of the quality of training and practical learning provided here. The Flutter Application Development course provides a good understanding of Flutter, mobile app development, cross-platform app development, application development, UI/UX implementation, Dart programming, app design, and real-world development concepts. The instructors explain concepts clearly and focus on practical training, which makes it easier to understand the development process and build useful applications. I would recommend NODETOLEARN COMPUTER EDUCATION in Nanpura, Surat to students and beginners looking for Flutter training, mobile application development courses, app development classes, computer courses, and professional IT training in Surat. If you are searching for Flutter classes in Surat, Flutter app development training, mobile app development courses in Nanpura, or a computer training institute in Surat, NODETOLEARN COMPUTER EDUCATION is definitely worth considering."
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"I recently joined Nodetolearn Computer Classes, and honestly, it has been one of the best decisions I’ve made. I’m currently learning Graphic Design and Video Editing, and the experience has been amazing so far. Before joining, I searched for many institutes, but Nodetolearn stood out as the best among all. The teaching style is clear and easy to understand, and the environment is very friendly. The trainers actually make sure you learn every concept properly, and they guide you step by step. I really feel confident about my skills now, and I’m excited to learn even more.If anyone is looking for quality computer classes, I highly recommend Nodetolearn Computer Classes. It truly delivers what it promises. Nodetolearn is the best computer classes in surat and best computer classes in begumpura."
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