Description
📘 Postgraduate Diploma in Data Science & Business Analytics (PGDDSBA)
আজকের digital economy-তে data হচ্ছে সবচেয়ে powerful asset।
Raw data কে meaningful insight-এ রূপান্তর করে business decision, forecasting, automation ও AI-driven strategy তৈরি করেন Data Science & Business Analytics professionals।
এই high-demand skill-গুলো শেখাতেই ABP নিয়ে এসেছে একটি fully practical ও industry-aligned diploma program —
Postgraduate Diploma in Data Science & Business Analytics (PGDDSBA)
যেখানে আপনি শিখবেন data analysis থেকে শুরু করে machine learning, visualization, forecasting ও MLOps পর্যন্ত complete data lifecycle — real business context অনুযায়ী।
🎯 যাদের জন্য এই কোর্স
👉 যারা Data Analyst / Data Scientist / Business Analyst হিসেবে career শুরু করতে চান
👉 যারা Business, Finance, Marketing, Operations বা IT background থেকে data-driven role-এ যেতে চান
👉 যারা Excel/Reporting ছাড়িয়ে Advanced Analytics & ML শিখতে চান
👉 যারা Working Professional এবং career upgrade বা role transition করতে চান
👉 যারা Graduate বা Postgraduate — future-ready analytics skill অর্জন করতে চান
📝 কোর্সের সংক্ষিপ্ত তথ্য
✔️ Class Start: 15 February 2026
✔️ Schedule: Every Friday
✔️ Time: 3:00 PM – 5:00 PM
✔️ Total Units: 6 Units
✔️ Session Format: Practical + Hands-on
✔️ Mode: Instructor-led Live Classes
✔️ Seat Booking Fee: (Limited Seats)
📂 Course Content (6 Units)
🔹 Unit 1: Fundamentals of Data Science & Business Analytics
Session 1: Overview of Data Science and Business Analytics
Session 2: Introduction to R Programming
Session 3: Introduction to Python Programming
Session 4: Essential Data Structures and Libraries
Session 5: Statistical Inference and Hypothesis Testing
🔹 Unit 2: Data Exploration & Basic Modeling Techniques
Session 1: Principles of Statistical and Machine Learning
Session 2: Linear Regression and Model Evaluation
Session 3: Classification Techniques
Session 4: Decision Trees and Clustering Methods
Session 5: Treatment Effects and Experimental Design
🔹 Unit 3: Data Wrangling & Model Validation
Session 1: Web Scraping and Data Retrieval Techniques
Session 2: Handling Missing Data and Data Imputation
Session 3: Model Validation and Performance Metrics
Session 4: Feature Engineering and Dimensionality Reduction
🔹 Unit 4: Advanced Analytical Techniques
Session 1: Advanced Machine Learning Techniques
Session 2: Text Mining and Natural Language Processing (NLP)
Session 3: Neural Networks and Introduction to LLM
Session 4: Association Rule Mining, Sentiment Analysis & Recommendation Systems
🔹 Unit 5: Visualization & Data Modeling
Session 1: Data Analysis and Visualization – Fundamentals
Session 2: Data Analysis and Visualization with Power BI
Session 3: Data Analysis and Visualization with Tableau
Session 4: Data Modeling and SQL
🔹 Unit 6: Forecasting, ML Pipeline & MLOps
Session 1: Time Series Analysis (Exponential Methods) & Anomaly Detection
Session 2: Time Series Analysis (Stationary, Curve Fitting & Neural Network Methods)
Session 3: End-to-End Machine Learning (Hands-on Project Session)
Session 4: Overview of MLOps
🎁 কোর্স শেষে যা পাবেন
📜 Professional Postgraduate Diploma in Data Science & Business Analytics
📊 Strong foundation in Statistics, ML, Forecasting & Visualization
🧠 Hands-on experience with Python, R, Power BI, Tableau & SQL
📈 Real-world Case Studies & End-to-End ML Projects
🧰 Industry-ready Analytical Tools, Models & Frameworks
🤝 Access to ABP’s 15,000+ Professional Alumni Network
🌍 Career opportunities in Data Analytics, Business Intelligence, AI & Consulting
👉 Seat Booking Information
👉 Seat Confirmation Fee – মাত্র 500 টাকা দিয়ে এখনই আপনার Seat নিশ্চিত করুন!
(Seats are limited – First come, first served basis)
📞 বিস্তারিত জানতে বা সরাসরি কথা বলতে আমাদের কোর্স কো-অর্ডিনেটরের সাথে যোগাযোগ করুন।
