Human Resource Management
Logistics & Supply Chain Management
Project Management
Data Science and Business Analytics
Strategic Branding & Marketing
Risk & Compliance Management
Project Management (NGO & Development)
Monitoring, Evaluation, Accountability and Learning
Islamic Banking & Finance
Microsoft Excel
Communication Skills for Personal & Professional Growth
Python & R for Data Analysis
Warehouse and Inventory Management
Microsoft Power BI
Energy Management
Project Risk Management
Project Feasibility and Financing
Fair Labour Standards
Advantages of Earning
Postgraduate Diploma Certificate
Postgraduate Diploma in
Data Science and Business Analytics
This PGD in Data Science (DS) and Business Analytics (BA) program is designed to be the number one comprehensive program in the market providing the participants a wide-ranging and functional understanding of the broader landscape of DS&BA. The program offers an in-depth exploration of DS&BA concepts, techniques, and applications including but not limited to machine/statistical learning, feature selection, hypothesis testing, experiment design, optimization, time series analysis, text analysis and text mining etc. Students will gain hands-on experience in data analysis, modeling, and visualization using industry-standard systems and programming languages and state-of-the-art artificial intelligence (AI) tools. The course also covers potential of DS&BA in range of business domains including marketing, project/operations management, HR, finance etc. Through a combination of lectures, case studies, and practical assignments, participants will learn to leverage data-driven insights for effective decision making in their professional fields.
- Course Duration: 9 Months
- Class Duration: 2 Hours
- Total Units: 6 Units
- Credit: 120 Credits
- Ongoing Batch: Batch 08
- Class Starts: 02 Nov '24
- Classes on: Every Saturday
- Classes Time: 07:00 PM - 09:00 PM
Milestones and
Achievements
Highlighting our impactful accomplishments and successful milestones with meaningful metrics.
Course Content
UNIT 1: Fundamentals of Data Science and 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 and 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 and 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 ML techniques
Session 2: Text Mining and Natural Language Processing
Session 3: Neural network and Introduction to LLM
Session 4: Association Rule Mining, Sentiment Analysis and Recommendation Systems
UNIT 5: Visualization and 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 and MLOps
Session 1: Time Series Analysis (Exponential Methods) and Anomaly Detection
Session 2: Time Series Analysis (Stationary, Curve Fitting and NN Methods)
Session 3: End-to-End Machine Learning (Hands on Session)
Session 4: Overview of MLOps
Industry Expert Trainers
Dr Noman H Chowdhury
BSc(CSE,BUET), MBA(IBA,DU)
MM in Data Eco & Dev Policy (MIT,USA)
PhD in Info Sys (UoN,AU)
Sr Lecturer, Analytics, IS & Op (OBU,UK)
Instructor (WQU, USA & carpentries.org)
Former Asst/Prof, Analytics & DM (XMUM,MY)
Ex-employee @ GP, NSN, MISL
MD. MEFTAUL HAQUE MISHU
MS in Applied Statistics and
Data Science (JU)
Principal Software Engineer
(Data Scientist) Millennium Information Solution Ltd
MD Miftah Uddin
Head of Strategic Business Unit,
Brain Station 23 Ltd.
Former, CTO, Pulse Healthcare Services, Bangladesh
Nurur Rahman, PhD
Data Science Lead - Guardian Life Insurance, New York
Former, Data Scientist - TIAA Financial Services, New York
ABU ZAFAR MOHAMMAD SALEH
Senior Consultant, Data Engineering and Business Analytics at Beyond Limits, University of Malaysia
Former Head of BI & Retail at Instapay Former Product & Service Development Engineer at Banglalink Digital
SHAJIBUL HASAN
National Database Management Specialist at FAOS
Former Deputy Director (MIS) at Remark HB Limited
Former Deputy Manager (Analytics) at Rakeen Development Company (BD) Ltd.
Former Senior Asst. Manager (MIS) at JMI Group
Why People Choose us
Our institution offers exceptional education, supportive community, and promising career opportunities for every student’s success.
Get all resources at one place
Online live lectures, recorded lectures, study materials, online exams, online results, live chat, important notifications and many more!
Professional Connection
ABP’s E-learning platform not only focuses on study, it emphasises connecting professionals as well!
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No matter which device you use. We have mobile apps for Android, iOS and Web Version of our E-Learning Platform
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FAQ
What are the requirements for admission?
Class Schedule & Procedures
Payment Methods
Who Will Take the Classes?
Who Recognized ABP?
What Is the Class Method?
System Requirements for Online Classes
CLASSES
- 250 GB hard drive or higher
- 4 GB RAM or higher
- 2.0 GHz Intel or AMD processor
- Windows 11, 10, 7 or MAC OS 10.10 or later
- Microsoft Edge, Firefox 48 or later, Safari 11 or later
- Anti-virus program (updated regularly)
- Computer microphone and speakers
- Web Camera
- High-speed Wi-Fi connection obtained either at home (preferred for the best study setting) or via an outside source, such as the library, a quiet restaurant, etc.
Who Will Provide the Certificate?
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Does the Certificate Have International Recognition?
Why ABP’s PGD Course Fees Are High?
Difference Between Masters & PG Diploma!
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Why is full payment required to obtain the Exit Award?
To obtain your exit award certificate, it is required that you settle the full amount of your course fees. This policy ensures that all financial obligations are fulfilled prior to the issuance of official documents. You will be awarded two certificates: a Professional Diploma from ABP and a CPD Certificate from CPD, UK. Settling the full amount is essential not only for clearing your financial obligations but also for upholding the quality of education provided.
What is the procedure for continuing and completing the full Postgraduate Diploma (PGD) course after receiving the Exit Award?
Since you have already paid the full course fees, no additional payments are required except for the batch transfer fee. Upon payment of the batch transfer fee, we will transfer you to an ongoing cohort of PGD where you can attend sessions and sit for examinations.
Upon completing the full Postgraduate Diploma (PGD) course, you will be entitled to receive the Postgraduate Diploma (PGD) Certificate awarded by Edupro, UK, without incurring any additional charges.
Furthermore, there is an optional opportunity to obtain the CPD Certificate awarded by CPD, UK. Should you wish to claim this certificate, you will need to pay the associated fees related to CPD, UK.
How do these Exit Award certificates contribute to my career advancement?
The Professional Diploma Certificate from ABP and the CPD Certificate from CPD, UK are esteemed credentials that attest to your expertise and dedication to your field, thereby enhancing your professional credibility. These certificates also validate your specialised skills and knowledge, making you a more competitive candidate in the job market and potentially leading to increased job security.
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