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Data Analytics Syllabus

Syllabus of Data Analytics

1. Introduction to Data Analytics

Understand the role of data analytics, types of data, data lifecycle, and the importance of data-driven decision making.

2. Data Collection & Cleaning

Learn how to gather structured and unstructured data, clean datasets, handle missing values, outliers, and prepare data for analysis.

3. Data Analysis with Python & Pandas

Perform exploratory data analysis (EDA) using Python libraries like Pandas, NumPy, and Matplotlib to extract insights and visualize data.

4. Data Visualization

Create visualizations using Matplotlib, Seaborn, and Plotly. Learn how to represent insights effectively through charts, graphs, and dashboards.

5. Statistics & Hypothesis Testing

Understand descriptive & inferential statistics, probability, sampling, and hypothesis testing for making data-driven decisions.

6. Predictive Analytics & Machine Learning

Introduction to supervised & unsupervised learning, regression, classification, clustering, and building predictive models with Scikit-learn.

7. Big Data & SQL

Learn SQL for querying relational databases, handling large datasets, and an introduction to Big Data tools like Hadoop and Spark.

8. Capstone Projects & Portfolio

Work on real-world datasets, create dashboards, predictive models, and showcase your analytics projects in a professional portfolio.

Best Summer Training in Data Analytics – 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 Analytics, Python, SQL, and Machine Learning.

Recognized as the top company for summer training in Lucknow, Techpile ensures students gain strong technical knowledge in Python, Pandas, NumPy, Matplotlib, Seaborn, SQL, Tableau, and Scikit-learn. By the end of the program, learners can confidently perform data analysis, visualization, predictive modeling, showcase portfolio-ready projects during interviews, and build career-ready professional skills in Data Analytics.

Program Tenure & Timing
  • Techpile’s Summer Training Program in Data Analytics 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 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:
  1. B.Tech / B.E in Computer Science & IT
  2. MCA (Master of Computer Applications)
  3. BCA (Bachelor of Computer Applications)
  4. B.Sc IT (Bachelor of Science in Information Technology)
  5. Diploma in CS / IT

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img5 Hours Daily Classes

img30000+ students toght so far

7000/-

Duration : 45-60 Days

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Additional Benefits

img4-5-Hour Daily Classes

imgStudy Material for Every Technology

imgFull lifetime access

img1-Year CodeHelper Learning App Access

img1-Year Free Web Hosting

imgRecovery Classes & Doubt Sessions

imgPhysical Project File Provided

imgLive Mini & Major Projects

imgHR Skills & PD Sessions

imgHostel & Room Assistance

imgCertification & Performance Awards

Contact Details
Address

Plot no 43 Vikas Nagar Secotor
5 Ring Road Lucknow Pincode 226022

Phone

+91-7007237006 | 9140444301 | 9120936936

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Popular FAQs – Techpile Summer Training Program (CS/IT)

Choosing the right program is important for your career in Computer Science and IT. Here are answers to the most frequently asked questions about eligibility, program benefits, projects, certification, and career opportunities at Techpile.

No, our summer training program is suitable for both beginners and advanced students in CS, IT, B.Tech, MCA, BCA, or Diploma.

Yes, we offer online sessions, but offline training is recommended for hands-on practice and live project development.

Yes, top-performing students get internships with partner IT companies to gain real-world experience.

Yes, students receive a recognized Computer Science & IT training certificate upon successful completion of the program.

Yes, Techpile provides guidance for hostel and room arrangements for students coming from other cities.

Students can choose from Full Stack Web Development (MERN Stack), Python With Djnago, .Net MVC , PHP , and Android. Each track is designed to provide hands-on project experience and industry-relevant skills for CS/IT students.

Still have a question?

We’re happy to assist you with any queries about our Computer Science & IT summer training. Reach out and we will guide you on the best program for your career goals.

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