Syllabus of Data Science
1. Mathematics & Statistics
Learn linear algebra, calculus, probability, and statistics. Essential for understanding data analysis, ML algorithms, and model evaluation.
2. Python for Data Science
Master Python basics, NumPy, Pandas, and data manipulation. Prepare data, clean datasets, and perform exploratory data analysis (EDA).
3. Data Visualization
Learn Matplotlib, Seaborn, Plotly, and Tableau for creating insightful visualizations and dashboards to present data effectively.
4. Machine Learning
Understand supervised and unsupervised learning, regression, classification, clustering, and model evaluation using Scikit-learn.
5. Deep Learning & AI
Work with neural networks, TensorFlow, Keras, CNNs, RNNs, and NLP to solve complex AI problems and predictive modeling tasks.
6. Big Data & Databases
Learn SQL, NoSQL, Hadoop, Spark, and data pipelines. Handle large datasets efficiently and perform distributed data processing.
7. Deployment & MLOps
Deploy ML models using Flask, FastAPI, or cloud platforms. Understand versioning, CI/CD, monitoring, and scaling of ML solutions.
8. Projects & Portfolio
Build real-world projects like predictive analytics, recommendation systems, and NLP applications. Showcase them with GitHub and Kaggle notebooks.
Best Summer Training in Data Science – Lucknow
About
Techpile offers the best 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 project experience, and exposure to cutting-edge technologies in Data Science, Python, Machine Learning, and AI.
Recognized as the top company for Data Science summer training in Lucknow, Techpile ensures students gain strong technical knowledge in Python, NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Machine Learning, and Data Visualization. By the end of the program, learners can confidently develop data-driven projects, showcase portfolio-ready projects during interviews, and build career-ready professional skills in Data Science & AI.
Program Tenure & Timing
- Techpile’s Data Science Summer Training Program 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 Data Science 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
