Data Science Foundation

Data Science is becoming the most important element in any industry or business. Many organizations including fortune 500 companies

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Course Objectives


After successful completion of this course, you should have

  • Gained the idea about the bigger picture of Data Science, where and how you/your organisation organization can benefit from Data Science
  • Essential knowledge of Statistics related to Data Science
  • Learned to perform data analysis for a large set of data using various tools such as R, Python, Tableau etc.,
  • Understood what is Machine Learning, Artificial Intelligence and various methods to deploy them for business data
  • If you aspire to be a Data Scientist, you will gain a clear road map to becoming one

Course Module

  • Business Analytics vs Big Data vs Data Science
  • Components of Data science: Venn diagram
  • Understanding Data Science Pipeline
  • Roles and Jobs in Data Science in the Market
  • Data Science Team Structure

  • Business / Domain Knowledge
  • Hacking / Programming Skills
  • Statistics
  • Machine Learning

  • Reading from existing data from flat files and database
  • APIs
  • Web Scraping
  • Other data gathering methods
  • Hands on importing data

  • Basic statistics
  • Exploratory graphs
  • Exploratory statistics

  • Programming basics
  • Python overview
  • R overview
  • SQL

  • Hypothesis Testing
  • Confidence
  • Validating

  • Decision trees
  • Ensembles
  • k-nearest neighbors (kNN)
  • Naive Bayes classifiers
  • Artificial neural networks

  • Introduction to Visual Analytics
  • Interpretability
  • Actionable insights
  • Various Graphical Representations

  • Data Science Learning sources
  • Data Science relevance in your career
  • How should a data scientist’s resume look like
  • Tips on job application

Learning Approch

  • Designed with a focus on real world relevance
  • Real-world case studies
  • Hands-on Assignments
  • Individualized Instructor
  • Career Guidance

Certification (LP Certificate)

Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

Certification (KHDA)

Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

Expert Instructors & Teaching Methods

Our Trainer

We, at Learners Point, take immense pride in our teaching methods and instructors. Our instructors are some of the best experts from their fields and employ a practical approach to learning. Many of them are globally recognised and have a diverse set of experience in their field of expertise. You are always sure to have the best in the industry as your teachers who are ready to guide you at every step and make the experience informative yet enjoyable. Apart from the focus on learning your chosen course, our instructors also encourage students to develop communication skills and interpersonal skills necessary to excel in the practical world. 



Our Trainer

Learners Experience

Frequently Asked Questions

Our trainings are mostly instructor led and classroom based. However, we also offer high quality live and interactive online sessions.

Our highly skilled faculties from around the globe are experts in their fields and come with decades of diverse industry experience. Our trainers are internationally recognized and locally preferred with rich research driven experience which will ensure highly customizable, engaging and top in the class learning experience.

Choosing LearnersPoint is true value for money as our trainings are right blend of theory and practice and specially developed keeping tomorrow's business needs in mind. All the training sessions are closely monitored through specially designed progress tracker to ensure reinforced and unparalleled learning experience.

Once you have registered for a course and wish to not to proceed with the training for any reason, you are entitled for a refund of the fees provided we are notified in writing within 2 days from the date of initial registration before the training commencement. The refunds are processed within 4 weeks from the day of withdrawal.