Syllabus of AI Training
1. Introduction to AI & Python
Understand AI fundamentals, history, and applications. Learn Python basics, libraries (NumPy, Pandas, Matplotlib) for AI development.
2. Mathematics for AI
Cover linear algebra, probability, statistics, and calculus concepts needed for machine learning and deep learning.
3. Machine Learning
Learn supervised, unsupervised, and reinforcement learning. Explore algorithms like regression, classification, clustering, and decision trees using scikit-learn.
4. Deep Learning
Understand neural networks, CNNs, RNNs, and LSTMs. Implement models with TensorFlow and Keras for image and text processing.
5. Natural Language Processing (NLP)
Learn text preprocessing, sentiment analysis, language modeling, and transformers using NLP libraries like NLTK, SpaCy, and Hugging Face.
6. Computer Vision
Work on image recognition, object detection, segmentation, and video analysis using OpenCV and deep learning models.
7. AI Deployment & Cloud
Deploy AI models with Flask/Django APIs, Docker, and cloud platforms like AWS, GCP, or Azure. Learn model optimization and scaling.
8. AI Projects & Portfolio
Work on real-world AI projects: chatbots, recommendation systems, predictive analytics. Build a portfolio with GitHub repos and documentation.
Best Summer Training in AI – Lucknow
About
Techpile offers the best AI summer training in Lucknow for CS & IT students (B.Tech CS/IT Branch). This project-driven, hands-on, and industry-focused program is designed for B.Tech (CS/IT) and Diploma (CS/IT) students, providing practical skills, live AI project experience, and exposure to cutting-edge technologies in Machine Learning, Deep Learning, NLP, and Computer Vision.
Recognized as the top company for AI summer training in Lucknow, Techpile ensures students gain strong technical knowledge in Python, NumPy, Pandas, scikit-learn, TensorFlow, Keras, NLP, and AI deployment. By the end of the program, learners can confidently develop real-world AI applications, showcase portfolio-ready AI projects during interviews, and build career-ready professional skills in Artificial Intelligence.
Program Tenure & Timing
- Techpile’s Summer Training Program in AI begins every year in June/July and continues for 4 to 6 weeks, concluding by August/September. The schedule is aligned with college exams and academic calendars, making it convenient for B.Tech and Diploma students. As the best AI summer training institute in Lucknow, Techpile offers a flexible, project-based learning experience with online and offline classes for enhanced accessibility.
4.9 (2900+ reviews on Google)
How to Join?
- Students can register online through our website or visit the Techpile campus to enroll.
Who can Join ? :
Students pursuing Diploma, Undergraduate Degree(B.Tech) in CS/IT or related fields are eligible to apply for the following Summer Training program.
Available for:
- B.Tech / B.E in Computer Science & IT
- MCA (Master of Computer Applications)
- BCA (Bachelor of Computer Applications)
- B.Sc IT (Bachelor of Science in Information Technology)
- Diploma in CS / IT
50+ Languages
5 Hours Daily Classes
30000+ students toght so far
