11/12/2023
*** Data Science Workshop****
Data science and analytics are poised for explosive growth in the coming years. As data volumes continue to soar, the demand for skilled professionals who can extract meaningful insights will be greater than ever. New technologies like AI and machine learning will further fuel this growth, leading to exciting breakthroughs in fields like medicine, finance, and energy. Get ready to witness the transformative power of data shaping the future!
You will be happy to hear that we are going to start Data science and analytics workshop based on the following Syllabus-
Virtual Workshop Duration Days Price/person
* Application of Data Science in Business-4 Hours-1 day -tk-2000/$20
* Data Science Using Python 9 " 3 " -tk-5000/$50
* Develop Forecasting Models 9 " 3 " -tk-5000/$50
* Develop Marketing Analysis 9 " 3 " -tk-5000/$50
* SQL For Data Science 9 " 3 " -tk-5000/$50
* Strategic Business Analytics 9 " 3 " -tk-5000/$50
Learn More-
1) Data Science using Python
This course introduces learners to data science through the python programming language. This
skills-based training is intended for learners who have a basic python or programming background,
and want to apply statistical, machine learning, information visualization, and data preparation
techniques through popular python toolkits such as numpy, pandas, matplotlib, scikit-learn, to gain
insight into their data.
Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. This course
will take you from the basics of data analysis with Python to building business analytics and
evaluating data models.
Topics covered include:
- collecting and importing data
- cleaning, preparing & formatting data
- data frame manipulation
- summarizing data
- exploratory data analysis (EDA)
- create meaningful data visualizations
- building machine learning models
- model refinement
- creating data pipelines
Workshop/Course Duration: 9 Hours (3 days, 3 hours each day)
Model of Workshop: Only Hands-on (No Theory Class/Session)
Target Audience: Data Science Enthusiasts, Working executives
Contents:
* Setting up environment (ipython notebook)
* About DdF’s own Data Analytics Platform - “Discovery AI”
* Exploring the Data (data will be provided by DdF)
* Develop basic skills in Python for Data Science
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems from
data. He has over16 years of proven experience working with analytics (BI, AI, ML) and business strategy.
He uses disruptive new technology (Data Science, Blockchain) to make more impact on business and the
world. He is a Data Scientist. He has 12 years of executive careerin telecommunication companies in home
and abroad, and an entrepreneur in Data Science.
2) Develop Forecasting Models
Applied Machine Learning for Business AI
How will be your revenue next month? What will be demand for your products and services? How
much inventory should you order for the next season? Beyond simply forecasting what customers
will do, marketers need to understand how their actions can shape future behavior. In Developing
Forecasting Tools with Python, learners will develop an understanding of the basic components
of a forecasting model, how to build their own forecasting models, and how to evaluate the
performance of forecasting models. All of this is done using Python, ensuring that learners can
take their skills and apply them to their own business problems.
Workshop/Course Duration: 8 Hours (2 days, 4 hours each day)
Model of Workshop: Only Hands-on (No Theory Class/Session)
Target Audience: Working executives
Contents:
* Setting up environment (ipython notebook)
* About Our own Data Analytics Platform - “Discovery AI”
* Exploring the Data (data will be provided by Us)
* Develop basic forecasting models.
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems
from data. He has over 16 years of proven experience working with analytics (BI, AI, ML) and
business strategy. He uses disruptive new technology (Data Science, Blockchain) to make more
impact on business and the world. He is a Data Scientist. He has 12 years of executive career in
telecommunication companies in home and abroad, and an entrepreneur in Data Science.
3) Develop Marketing Analytics
Applied Machine Learning for Business AI
With this training, we'll have a first overview on strategic business analytics and business
AI (Artificial Intelligence) topics. We'll discuss two specific applications of business analytics -
Customer Segmentation and Customer Future Value Prediction. We'll cover some data analytics
techniques. Each time, explaining how to be relevant for your business. We'll pay special
attention to how you can produce convincing, actionable and efficient insights. We also present
you with a set of specific data analytics tools to apply to different types of issues. By doing so,
we'll help you develop four sets of skills needed to leverage value from data - Analytics, Machine
Learning, Business and Communication.
Workshop/Course Duration: 8 Hours (2 days, 4 hours each day)
Model of Workshop: Only Hands-on (No Theory Class/Session)
Target Audience: Working executives
Contents:
* Setting up environment (ipython notebook)
* About Our own Data Analytics Platform - “Discovery AI”
* Exploring the Data (data will be provided by US)
* Segment your customers to find your most profitable customer segments
* Predict which customers will be returning you high revenue
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems
from data. He has over 16 years of proven experience working with analytics (BI, AI, ML) and
business strategy. He uses disruptive new technology (Data Science, Blockchain) to make more
impact on business and the world. He is a Data Scientist. He has 12 years of executive career in
telecommunication companies in home and abroad, and an entrepreneur in Data Science.
4) SQL for Data Science
In this training you will learn to write advanced SQL (Structured Query Language).
Retrieving data from a relational database is one of the primary methods used by Data
Scientists. Since a database can be made up of a complex combination of relational
tables, retrieving that data can be challenging. You can meet those challenges by gaining
experience with some of the more advanced SQL coding techniques with Our Team.
Through hands-on practice you will write SQL code to use functions and grouping, sub
queries, calculated fields, and conditional expressions. In addition, you will experiment
with alternative methods of joining tables for data retrieval. We will conduct this training
solving some existing queries you have in practice.
Workshop/Course Duration: 9 Hours (3 days, 3 hours each day)
Model of Workshop: Only Hands-on (No Theory Class/Session)
Target Audience: Data Science Enthusiasts, Working executives
Contents:
* Setting up environment (ipython notebook)
* About Our own Data Analytics Platform - “Discovery AI”
* Exploring the Data (data will be provided by DdF)
* Develop basic skills in Python for Data Science
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems
from data. He has over 16 years of proven experience working with analytics (BI, AI, ML) and
business strategy. He uses disruptive new technology (Data Science, Blockchain) to make more
impact on business and the world. He is a Data Scientist. He has 12 years of executive career in
telecommunication companies in home and abroad, and an entrepreneur in Data Science.
5) Strategic Business Analytics
This workshop is designed for business analysts, data scientists, managers, marketing leaders,
CXOs and CEOs who want to apply Data Science to business contexts.
We!ll cover a wide variety of analytics approaches in different industry domains. You!ll engage in
hands-on case studies in real business contexts: examples include predicting and forecasting
events, statistical customer segmentation, and calculating customer scores and lifetime value.
We!ll also teach you how to take these analyses and effectively present them to stakeholders so
your business can take action.
This workshop is designed and conducted by DdF, who are best-known for Data Science
consulting, direct usages of Data Science Technologies in Business, and outsourcing companies’
Data Science works.
You!ll learn about applications in a wide variety of sectors, from Marketing to Supply Chain or
Credit Scoring and HR Analytics including fintech, telco, FMCG, banking, insurance, retails,
media, communications, public service, government sectors, etc. By the end of this workshop,
you!ll be able to use statistical techniques to develop business intelligence insights, and present
them in a compelling way to enable smart and sustainable business decisions.
You!ll earn a Specialization Certificate from the speaker who is leading professional in
business analytics and marketing.
Workshop/Course Duration: 9 Hours (3 days, 3 hours each day)
Who is this course for? Data Science Enthusiasts, Working executives, Business Leaders.
Contents:
* Data Analytics Platform - “Discovery AI”
* Strategic Business Analytics
* Case Studies
* Data Coaching
* Data Storytelling
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems
from data. He has over 16 years of proven experience working with analytics (BI, AI, ML) and
business strategy. He uses disruptive new technology (Data Science, Blockchain) to make more
impact on business and the world. He is a Data Scientist. He has 12 years of executive career in
telecommunication companies in home and abroad, and an entrepreneur in Data Science.
6) Data Science Workshop
Application of Data Science in Business
Data Science has become a key component in most analytical and decision-making processes.
The purpose of this workshop is to bring together scholars and industry professionals to share the
latest and most exciting advancements in data science theory and practice. In particular, the event
will gather researchers and professionals from several academic disciplines of data science, including
statistics, machine learning, big data and computer science, along with experts from academic and
industrial areas. The program will feature 4 hands-on application for Data Science, on for each of the
following areas, (a) Strategic Business Analytics (b) Segmentation/Clustering (ML, AI) (c) Predictive
Analytics (ML, AI). (d) Statistical Modeling, All of these hands-on will be focusing on solving real-life
business problems.
Workshop Duration: 4 Hours (1 day, 4 hours in four sessions with breaks)
Model of Workshop: Only Hands-on (No Theory Class/Session),
Target Audience: Students, Fresh graduates, Working executives
Contents:
* Introduction
* Session I: Strategic Business Analytics using Python and Visualizations
* Session II: Customer Segmentation/Clustering using ML techniques with Python
* Session III: Recommender systems (example with retail business) using Python
* Session IV: Statistical models and evaluation of models using Python
Pre-requisite:
* Basic knowledge of Python
* Basic knowledge of Machine Learning
* A laptop ready with iPython Notebook
About the Course Instructor:
Saddam Hossain (A***n) is passionate about discovering new possibilities and solving problems from data.
He has over 16 years of proven experience working with analytics (BI, AI, ML) and business strategy. He
uses disruptive new technology (Data Science, Blockchain) to make more impact on business and the
world. He is a Data Scientist. He has 12 years of executive career in telecommunication companies in home
and abroad, 6 years as an entrepreneur in Data Science and Blockchain
