📊 Data Science Course – Master Data, Build Models, and Get Hired

Bengal Admission brings you a job-oriented Data Science Course designed for students and working professionals who want to build skills in data handling, machine learning, Python programming, and AI. Learn from scratch, work on live projects, and prepare for careers in Data Science, Analytics, and AI.

Choose online or offline learning with certification, project training & career support.

🧠 What is Data Science?

Data Science is the art and science of analyzing large sets of data to extract useful insights, make predictions, and solve real-world problems. It combines math, statistics, programming, and domain knowledge — and it’s one of the most in-demand careers worldwide.

📚 Course Curriculum

✅ Module 1: Python Programming for Data Science

  • Variables, Data Types, Loops, Functions

  • Lists, Dictionaries, Tuples

  • File Handling & OOP Basics

  • NumPy & Pandas for Data Manipulation

✅ Module 2: Data Cleaning & Analysis

  • Handling missing values & duplicates

  • Filtering, sorting, merging, grouping

  • Data wrangling with Pandas

  • Exploratory Data Analysis (EDA)

✅ Module 3: Data Visualization

  • Using Matplotlib & Seaborn

  • Line, Bar, Histogram, Pie, Heatmaps

  • Dashboard-style plotting

  • Optional: Power BI/Tableau basics

✅ Module 4: Machine Learning

  • Supervised & Unsupervised Learning

  • Linear Regression, Decision Trees, KNN, SVM

  • Clustering: K-Means, Hierarchical

  • Model Evaluation & Accuracy

✅ Module 5: SQL for Data Science

  • Basic to Advanced SQL Queries

  • JOINS, GROUP BY, Aggregate Functions

  • Connecting SQL with Python

✅ Module 6: Real-World Projects

  • Sales Forecasting

  • Customer Segmentation

  • Student Performance Analysis

  • Sentiment Analysis (NLP Mini Intro)

🛠️ Tools You Will Learn

  • Python (Jupyter Notebook, Google Colab)

  • NumPy, Pandas, Matplotlib, Seaborn

  • Scikit-learn (ML)

  • MySQL / SQLite

  • Power BI or Tableau (optional)

👨‍🎓 Who Should Join?

  • College Students (B.Sc, B.Com, BCA, B.Tech, MCA, etc.)

  • Job Seekers & Graduates from Any Background

  • Working Professionals Looking to Upskill

  • NEET/JEE repeaters choosing tech careers

  • Freelancers interested in Analytics

🎓 What You’ll Get:

  • 📜 Course Completion Certificate

  • 💻 Real-time Projects + Case Studies

  • 🧑‍🏫 Mentorship in Bengali, Hindi & English

  • 🏫 Online & Offline Batches Available

  • 💼 Resume & Interview Training

  • 🚀 Career Path Mapping + Job Assistance

🌟 Why Choose Bengal Admission?

  • ✅ Beginner-friendly, no coding background needed

  • ✅ Affordable fees with flexible timings

  • ✅ Industry-focused curriculum with hands-on practice

  • ✅ Trusted by 5000+ students across West Bengal

  • ✅ Local support + career counselling + freelancing guide

📞 Call / WhatsApp: 8918160998 / 8001892889
🌐 Website: www.bengaladmission.in/data-science
📍 Training Centre: Rangamati, Medinipur, West Bengal
📧 Email: info@bengaladmission.in

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