Data Science Foundation Program Riyadh

Build foundational skills in Data Science & Business Analytics and learn to apply across industries and functions through the right mix of in-person training, online training, and self-paced learning.

Course Location:

  • 18 Oct
  • 11 Reviews
  • 40 Hours
  • Certification
Available on: Classroom + Online
  • USD 999
  • USD 1199
  • 50+ Batches conducted in Dubai, Riyadh, Jeddah, Dammam, Singapore & India
  • 1000+ Data Science participants from multinational companies across the world
  • 29% CAGR of Data Science & Analytics professional services in the Middle East and the Asia Pacific by 2020
Getting Started

With Data Science

  • Classroom + Online
Data -Science-Foundation-Program
  • USD 999
  • USD 1199
11 Reviews
18 Oct
  • 40 Hours
  • Certification
McKinsey & Company estimates that by 2018 the United States will experience a shortage of 190,000 skilled data scientists
IDC predicts a CAGR of 29% in Data science & Analytics professional services in Asia-Pacific by 2020

Key Highlights

  • 3-day Bootcamp (classroom training) in your city
  • One-to-one mentorship from industry experts
  • An interactive learning platform that has been built to learn the practical application of concepts
  • 2 months of Post-Bootcamp program with live online sessions
  • Hands-on training with 4 real-life case studies and 3 Capstone projects
  • Become a part of our Data Science community

Enter your details

What will you get

  • 3-day Bootcamp (classroom training) in your city
  • 2 live online sessions for Q&A, case studies, assignments and capstone projects
  • One-to-one session on mentorship and career design with industry experts

What will you learn

  • R and R Studio - Basic to Advanced
  • Exploratory Data Analysis and basics of Statistics
  • Predictive modeling - Regression, classification, forecasting, and clustering techniques

What skills you will build

Data preparation Data exploration R programming Linear Regression Logistic Regression Clustering Statistics Forecasting
  • What is Data Science?
  • How data can be used for Decision Making?
  • Introduction to Machine Learning
  • Introduction to Artificial Intelligence
  • Introduction to Big Data
  • Applications in Data Science and Machine Learning
  • Fundamentals: R overview. Installation. Packages & walkthrough. Data structures (Vector, array, factors, data frames, lists). Vector calculation. Arithmetic & logical operators. Subsetting. Missing, indefinite & infinite values.
  • Control Flow Basics: For loops. While loops. Nested loops. The disadvantages of using loops. Alternates to loops
  • Functions: Understand the structure of the function. Build your own function. Usage of parameters and default values. Usage of return.
  • Packages: How to search & choose a new package. Package installation & updates. Help and learn. Access package functions. Hack a function. Build your own package.
  • Environments Objects: Save, load & delete objects.
  • Data Import and Export: Import & export from Excel. Import & export from MySQL. Import & export from the text file. Export to image & PDF. Present output in HTML webpage
  • Data manipulation basics: Sort & rank. Data Aggregation. Merging.
  • Data manipulation advanced: Apply, Lapply, Tapply, By, Replicate functions. Dplyr. Tidyr.
  • Data Visualization fundamentals: Plot function. Changing parameters. Drawing basic charts. Adding chart elements.
  • Data Visualization advanced: Qplot, Ggplot, Maps.
  • Linear Regression: Introduction to linear regression technique & its uses. Details of ordinary least squares estimation technique. Modeling steps. Variable handling. Model statistics interpretation. Validation of linear regression assumptions. Metrics to measure model performance.
  • Logistic Regression: Introduction to logistic regression technique & its uses. Maximum likelihood estimation technique. Modeling steps. Dependent variable definition. Variable handling. Weight of Evidence & Information Value. Variable reduction. Model statistics interpretation. Metrics to measure model performance.
  • Time series forecasting: Learn basic concepts of time series modeling. Basic techniques for forecasting. Smoothing techniques. Decomposition. Understanding the fundamentals of ARIMA. ARIMA modeling, model estimation & interpretation. Forecasting with regression and time series data. ARIMAX or dynamic regression models to build forecasting models with multiple regressors.
  • Clustering: Introduction to clustering. Types of clustering & their uses. Data Standardization. K-Means clustering. Cluster profiling & validation
  • Preview to machine learning: How do machines learn? Types of machine learning algorithm. Choosing a machine learning algorithm. Using R for machine learning.

Predicting House prices in Melbourne

In Melbourne, real estate sector is going through major fluctuations. As a result, the prices of residential properties have become really unpredictable. This has become a serious issue among real estate agencies. The agencies are not able to estimate the right price of the property hence not able to maintain consistent margins over the sales.

Homes1221, one such real state agency wants to predict the prices of the houses in Melbourne city using the data for 2014-2015 so that no house is being sold at unfair prices.

 

Predicting Churn for a DTH company

Telecommunications industry is one of those industries where attrition/churn rates of customers is really high. This is primarily due to availability of multiple options to users with a wide variety of offers and promotions running round the year. In any industry, the cost of acquisition of a customer is much higher than cost of customer retention. Hence, organizations lure their customers with attractive offers and schemes to retain them. However, it is difficult to identify customers who are on the verge of attrition.

Apprehensive Entertainment Pvt. Ltd. Is one such DTH Company that is facing such challenges. So the company needs to identify the customers who may leave the company so that they can target them with retention offers.

 

Forecast monthly sales for a retail franchise

Black Sheep is a dairy franchise which has number of stores across the globe in India, US, Europe, Dubai and Singapore. The sales were seen to increase when there were promotions or on holidays. But there were times when there were very low number of sales despite having promotions in the stores. It became difficult for the company to manages the stock accordingly in different stores.

Black Sheep decided to build a time series forecasting model which would help them predict the sales and so that they can accommodate their stocks in the respective store accordingly and all the stores has inventory stock according to the sales predicted for that particular store.

 

Customer segmentation for an insurance company

Modern technologies have brought the promotion of products and services to a qualitatively new level. Different customers tend to have specific expectations for the insurance business. Insurance marketing applies various techniques to increase the number of customers and to assure targeted marketing strategies. In this regard, customer segmentation proves to be a key method.

InsuredU, a car insurance company wants to do customer segmentation based on customer profile, vehicle profile, customer purchase behaviour etc. to help them build right marketing strategies for different customer segments.

Capstone Project 1

Apprehensive Entertainment Pvt. Ltd. Is a DTH Company. In was founded in the year 2011, with offices in US, Dubai and India. At present it has around 350, 000 worldwide subscribers.  Due to the rise in competition, many of its subscriber are leaving the company. Though this problem is across the countries but it is prominent in India. Mr. Srinivas (VP, Sales) has thought of an innovative idea for customer retention.

Srinivas want to execute a strategy for a select group of subscribers who are most likely to leave. He needs your help in identifying the customers who may leave the company.     

 

Capstone Project 2

As Italy is famous for wine, there are a lot of producers producing top quality wines. But to produce the best quality and best-tasted wine, it needs to analyse the amount of chemicals they need to club together to produce the same. So they need to classify the properties of wine according to the taste, quality etc.  Le Smith, a wine producer needs to analyse the chemicals grown and in what quantity it needs to be present in the wine. So the company hires you to cluster the wine data according to the wine properties so that they can segregate the wines accordingly.

Your task is to build an appropriate model to accomplish the business objective.   

 

Capstone Project 3

MRV International is a retail chain, situated in UK. It has 10 stores located across the country. Recently it is facing issues in inventory management. It wants to ensure that each store should have just the right amount of stock available such that there should not be any stock-outs and at the same time there should not be any extra inventory management cost incurred by the company.  In this case study, you will help MRV international by doing demand forecasting. You have to predict 3 months of sales for 50 different items at all the stores of MRV international.

Build an appropriate model to predict the claim amount of the  insurance  

  • Business managers/ consultants who want to leverage Data Science in his industry/ functional area
  • IT professionals who want to build skills in Data Science for career growth
  • Entry-level professionals or students who want to build his career in Data Science
  • Academics who want to get started with Data Science
  • You should be a graduate or equivalent
  • Basic knowledge of MS Excel
  • There is no prior programming experience required for the program
  • Starter Pack

    Prepare yourself for the classroom sessions with STARTER PACK which includes online videos, CleveredLab, exercises, and quizzes.

     

    In-person Training

    Attend 3-day Bootcamp (30 hours) in your city. Learn and apply data science. Learn to build Data Science solutions.

     

    Refresher Pack

    Continue learning with REFRESHER PACK which includes a one-to-one session on mentorship and career design along with 2 live online sessions for Capstone projects, assignments, exercises and quizzes spread over 2 months.

     

    Capstone Project Submission & Presentation

    Submit your capstone project and present your project to industry experts

  • Students/ entry level professionals across industries
  • IT professionals who want to upskill themselves
  • Business professionals who want to leverage Data Science in their industry/ functional area.

Data Science is becoming central to all organizations. Here you will be trained by the experts who will be assisting you in solving real-time problems, which can be useful for you once you start working on it at your workplace. You will be provided with tricks, techniques, and quirks to resolve the issues in no time which would eventually prove to be beneficial in your work.

Yes, you will be eligible to get two certificates - Certificate of Participation and Project Completion Certificate.

If you miss any session, you can choose either of the two options:

  • View the recorded session of the class available in your LMS.
  • You can attend the missed session, in the next batch.

Our program instructors have a rich experience of more than 10 years in Data Science, Analytics Consulting, Machine Learning & AI and Risk Analytics projects across industries and geographies. They come from reputed organizations like Accenture Management Consulting, BCG, Bain & Company, Barclays, Standard Chartered etc. with education in premium institutes like IITs with more than 1000+ hours of experience in analytics training sessions across the world.

  • Crisp Curriculum: Curriculum which involves both theoretical and practical approach.
  • Expert Mentorship: Learn under the supervision of experts about implementing your intelligence in most tactful way. 
  • 24x7 Access to Modules: Access the Learning Management System anytime and anywhere.
  • Doubt Clearing Sessions: Get your queries resolved during dedicated doubt clearing sessions
  • Hands-on Sessions: A chance to apply the techniques learned during the session through practice sets. 

Locations and Schedule

Course Advisor

14+ years of experience in building analytical solutions & digital strategy for large organizations. Rich experience in conducting analytics training for over 5000 hours in the last 3 years. Conducted classroom training and online training in India & abroad. Tie-ups with several organizations & institutions for analytics training. He has helped over 30 global organizations transform their business using customer, marketing, workforce & operational analytics across retail, banks, NGOs, DTH, Telecom & CPG. He has been instrumental in managing & growing multi-million dollars analytics projects in retail, HR, marketing & customer loyalty.

Expertise

Leadership Data Science Machine Learning
None

Jaydeep Chakraborty

Certificates

  • You will receive the Certificate of Participation post successful completion of the classroom sessions.
  • You will receive this certificate post attending the 3-day Bootcamp and completing 80% of the e-learning modules and assignments followed submission of Capstone Projects.

Data -Science-Foundation-Program-Certificate

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Success Stories

Data Science Enlightenment! It was a 3 days boot camp session which made data science to make real business sense. Well organized with preparation material and strong study after program. Jaydeep delivers a unique learning experience, making attendees to forget breaks. Amazing presentation of a scientific subject not only for professionals, but for students as well.

GEORGIOS KARAKYRIAKOS

SENIOR MANAGER B2B CREDIT
Qatar
GEORGIOSKARAKYRIAKOS

The training was really good, the instructor took a lot of interest in delivering training with passion and was interested in making us learn which is rare. He made training sessions very interactive so that we could ask questions and clear our doubts completely. Nevertheless, attending this training proves to be the done thing from a career perspective. It gives an exquisite turn to my career. Thanks a lot!

Aarushi Nudurupati

Data Analyst at KPMG
Dubai
aayushi

The trainer elaborated every essential topic of Data Science with R and offered mentorship for industry based projects which are now helping me in handling projects in my organization. I am really happy to explore the statistics in Data Science with R and learned to implement the skill tactfully at the workplace.

Gigi Babu

Senior Integration & Digital Specialist at Mashreq Bank
Dubai
ss-gigi-babu

I wanted to utilize agile methods in all of my internal work, sought the opportunity to align practical knowledge with industry knowledge to enable my role and learn from expert information. Program offered by Clevered was instrumental in helping me do the same. The content and application to access the course material were fantastic! The present format was clear and simple to follow along with time to go back and dig deeper into content.

Robert Bullock

Delivery Head for IT Services at Standard Chartered Bank
Singapore
RobertBullock

The Data Science course is taught with extraordinary passion. The course is very informative and provides you all the knowledge needed to get started with Data Science and R. Moreover, the limelight of the training is project based practice sets which give a live experience of dealing with real-time situations. This training proves to be a milestone in anyone’s career! Superb Job!

Mohammad Riyaz Ahsan

Solution Delivery Manager at Emirates Airline
Dubai
Muhhad_Riyaz

I attended Data science Bootcamp in Qatar. Thanks to this course, I learned the fundamentals of Data science and R programming language. The course is rich in content, and Jaydeep delivery makes it fun and easy to understand. Most importantly, this course opened my appetite to dig in more and expand my knowledge in this promising and growing field.

Mohamed Amine Essoufi

Market research Consultant at Nielsen Consultancy
Qatar
MohamedAmineEssoufi

Success Stories

  • GEORGIOSKARAKYRIAKOS

    Data Science Enlightenment! It was a 3 days boot camp session which made data science to make real business sense. Well organized with preparation material and strong study after program. Jaydeep delivers a unique learning experience, making attendees to forget breaks. Amazing presentation of a scientific subject not only for professionals, but for students as well.

    GEORGIOS KARAKYRIAKOS

    SENIOR MANAGER B2B CREDIT
    Qatar
  • Aarushi nadurpati

    The training was really good, the instructor took a lot of interest in delivering training with passion and was interested in making us learn which is rare. He made training sessions very interactive so that we could ask questions and clear our doubts completely. Nevertheless, attending this training proves to be the done thing from a career perspective. It gives an exquisite turn to my career. Thanks a lot!

    Aarushi Nudurupati

    Data Analyst at KPMG
    Dubai