Data & AI
Artificial Intelligence with Python
Our AI courses equip you with the foundational knowledge and skills to develop intelligent systems.
4.8
Description
This AI learning program is designed to take participants from foundational concepts to advanced techniques. Starting with an introduction to AI, the program covers the basics of machine learning, including supervised and unsupervised learning, and introduces neural networks. As learners progress, they dive into deep learning, natural language processing (NLP), and advanced machine learning techniques like ensemble methods and hyperparameter tuning. The advanced topics include reinforcement learning, complex deep learning architectures, AI in big data, and the integration of AI with IoT. Ethical and philosophical discussions around AI conclude the program, ensuring a well-rounded understanding of both the technical and societal aspects of AI.
Key Features
- Earn a prestigious certification recognized by top Companies
- Curriculum delivered in live online sessions by industry experts
- Stay up-to-date with the cutting edge of technology.
- Live sessions by industry experts on the latest trends
- Engage in 3 capstones and 25+ hands-on projects from various industries
- EDXcellence helps you get noticed by top hiring companies
- 8X higher interaction in live online classes by industry experts
- Class will be conducting in the evening after 7 PM
- Recordings of the live classes will be available
- Live doubt clear sessions
Why Join This Program
Expert AI Mentors
Learn from top AI engineers, data scientists and industry specialists shaping the future of Artificial Intelligence.
Hands-on AI learning
Master by doing – building real-world projects in machine learning, NLP, computer Vision, and generative AI.
Internship Opportunities
Work on live AI projects and gain valuable industry exposure with leading startups and tech companies.
Career & Placement Support
Get job ready through mock interviews, resume building, portfolio reviews, and direct recruiter access.
Industry Driven Curriculum
Stay ahead with curriculum designed by AI professionals – aligned with current tools, frameworks and job market needs.
Capstone & Certification
Complete a major AI capstone project and earn a recognized certificate that proves your practical expertise.
Industrial Training (AI Foundations & Machine Learning Basics)
Week 1: Introduction to AI
- What is AI? Types of AI (Narrow, General, Super)
- Key milestones in AI evolution
- Overview of AI applications across industries
- AI workflow: from data to deployment
- Mini Project: “AI in My Daily Life” presentation/report
Week 2: Python for AI
- Python essentials (loops, functions, data structures)
- Numpy for numerical operations, Pandas for data wrangling
- Matplotlib & Seaborn for visualization
- Exploratory Data Analysis (EDA)
- Mini Project: Visualize trends in a public dataset (COVID, sales, or stock data)
Week 3: Math for Machine Learning
- Linear Algebra: vectors, matrices, dot product
- Probability, mean, variance, Bayes theorem
- Calculus basics: gradients and optimization
- Practice: Manual calculation of linear regression step by step
Week 4: Data Preparation & ML Fundamentals
- Data preprocessing: handling missing values, encoding, scaling
- Understanding datasets: bias, variance, outliers
- Train-test split, model evaluation metrics
- Major Project: Predict student performance (regression + visualization dashboard)
Duration (Machine Learning & Deep Learning)
Week 1: Supervised Learning Algorithms
- Regression models (Linear, Logistic)
- Decision Trees & Random Forests
- Evaluation metrics: Accuracy, F1-Score, ROC, AUC
- Major Project: Email Spam Classifier
Week 2: Unsupervised Learning & Feature Engineering
- K-Means clustering, PCA, dimensionality reduction
- Feature selection & feature importance analysis
- Mini Project: Customer Segmentation
Week 3: Deep Learning Introduction
- Convolution, pooling, flattening
- Build a CNN for image classification (MNIST/CIFAR-10)
- Regularization (dropout, batch normalization)
- Project: Handwritten Digit Recognizer
Week 4: Convolutional Neural Networks (CNNs)
- Convolution, pooling, flattening
- Build a CNN for image classification (MNIST/CIFAR-10)
- Regularization (dropout, batch normalization)
- Project: Handwritten Digit Recognizer
Live + Recording (Advanced AI & Deployment)
Week 1: Natural Language Processing (NLP)
- Text preprocessing: tokenization, stopwords, stemming
- TF-IDF, word embeddings (Word2Vec, GloVe)
- Sentiment analysis using LSTM
- Project: Movie Review Sentiment Analyzer
Week 2: Computer Vision & Generative AI
- Object detection / image segmentation (YOLO overview)
- Introduction to Autoencoders & GANs
- Transfer learning (ResNet, VGG)
- Project: Face Emotion Recognition System
Week 3: MLOps & Model Deployment
- Save & load models (Pickle/Joblib)
- Deploy models using Flask / FastAPI
- Intro to Docker & cloud deployment (Heroku / Render)
- Project: Deploy ML Model as a Web API
Week 4: Capstone & Portfolio
- Combine multiple domains (vision + NLP + deployment
- Resume + portfolio review session
- Capstone Project Ideas: AI Recommendation Engine, AI Resume Analyzer, Health Diagnosis Predictor, Chatbot Assistant using LLM API
- Final Presentation & Certificate Evaluation
Industry Recognized Certification
Course Instructors
Our courses are led by experienced instructors who bring a mix of real-world industry practice and strong teaching skills. Each mentor has worked on projects, collaborated with teams, and solved practical problems in their field, so you learn what actually matters on the job. They focus on breaking down complex topics into simple, understandable concepts and guiding you step by step through assignments, projects, and doubt-clearing sessions.
Beyond subject knowledge, our instructors are committed to your overall growth. They provide honest feedback, share career tips, and support you through live sessions, community discussions, and one-to-one guidance wherever possible. The goal is simple: to help you build confidence, complete the course with clarity, and be ready to apply your skills in the real world.
John Carter
Skills and Tools Covered
Our Alumni Are Placed At
Costing Plans
STEP UP
<2 Months to prepare
- Recorded sessions
- No Live sessions
- 2 projects
- Internships
- 3 certificates
- PLS (Personalized Learning System)
- No Mentor Assistance
- No Doubt clearance session
SWITCH UP
3 Months to prepare
- Live sessions
- Recorded sessions
- 2 Projects
- 4 Certifications
- Lifetime PLS (Personalized Learning System)
- Mentor Assistance
- Doubt clearing sessions
- Pre-placement Assistance
LEVEL UP
3 Months to prepare
- Live sessions
- 2 projects
- 3 certificates
- PLS (Personalized Learning System)
- Mentor Assistance
- Pre-placement Assitance
- No recorded content
WHAT PEOPLE ARE SAYING
Frequently Asked Questions
Who will be our mentor: from the company side or EDXcellence?
Mentors are industry experts as well as representatives from the company associated with your selected project.
How many hours do we need to dedicate daily to complete the prerequisites for the project?
We recommend spending at least 30 minutes to 1 hour daily, depending on the project deadline, to stay consistent.
What is the last date for registration?
The last date for registration depends on the number of seats available. Since students apply from various locations, we recommend booking your seat early.
Mentors are industry experts as well as representatives from the company associated with your selected project.
What are the prerequisites for the live projects?
The prerequisites vary depending on the project. All details will be shared by the respective company on your dashboard.
What if I miss the live classes during the project?
All live sessions are recorded and uploaded on your dashboard. You can access them anytime.
What if I am unable to complete the project? Do I still get certified?
You will get a 15-day extension to complete and submit the project. Once reviewed and approved by the mentor and company, you will receive the certificate
Can I change my domain after registration?
Yes, you can change your domain within 24 hours of registration.
Will the program be recorded or live?
This is a hybrid program. You will need to complete the prerequisites before joining the live classes.
Is an internship guaranteed?
Yes, once your project is reviewed and approved by the company, you will receive a guaranteed internship.
What are the requirements for the classes?
You need a stable internet connection, a laptop or mobile phone, and a notepad with a pen/pencil for taking notes.
What is the duration of the internship?
The internship lasts for two months, during which you will work on a real-life capstone project.
Do I need to appear for an exam before the internship?
No, there is no exam. You just need to complete the prerequisites and submit the live project.
What will be the timing of live interactive sessions during the internship?
Live sessions are usually held in the evenings. You will be notified in advance via email and WhatsApp/Telegram. Recordings will be available on your dashboard.
Will the internship be online or offline?
Most internships are online to avoid travel and accommodation challenges, making it convenient for students.
Do we get any stipend during the internship?
Yes, the stipend ranges from ₹5,000 to ₹15,000, based on your performance and project completion.
What are the chances of getting a PPO (Pre-Placement Offer)?
Your performance will be reviewed by the mentor and company SPOC. If your performance meets their standards, you may be offered a PPO after clearing the interview and hiring rounds.
Can we use the live industrial project as a Minor/Major project?
Yes, you can submit your project as your Minor/Major project.
Which certificate will I get after the internship?
You will receive an Internship Completion Certificate from the respective company.
How do I contact the company or mentors?
You can raise your queries via the student dashboard. All learning materials, projects, and certificates will be accessible there. Lifetime access is provided.
Do I have to pay any additional charges after the full payment?
No, our partner companies do not charge any additional fees post-payment.
Who can I contact for more information?
You can reach us at support@edxcellence.org.in or call the number listed in the ‘Contact Us’ section.
Is EDXcellence a trustworthy platform?
Yes, EDXcellence is a trusted platform that has partnered with reputed companies to provide live projects and internships. We have helped numerous students achieve their career goals through hands-on learning and industry exposure.
How can I trust that this is the right platform?
EDXcellence is an AICTE-approved organization, and our programs are designed to bridge the gap between academic learning and industry requirements. Our transparent processes, industry partnerships, and success stories from previous students validate our credibility. You can also find testimonials and reviews on our website and social media platforms.
What makes EDXcellence unique?
We provide real-world industry projects, guaranteed internships, and opportunities for PPOs. With live and recorded sessions, a dedicated support team, and a focus on practical learning, we ensure you gain valuable experience and certifications.
Are payments secure on EDXcellence?
Yes, all payments are processed through secure and reliable payment gateways. Your information is safe with us.
Who can I contact if I face issues?
You can email us at support@edxcellence.org.in or raise a ticket through your dashboard for any assistance. Our support team is always ready to help.
