Data Science Specialization

Available in certain languages:
| Urdu | Hindi |

R programming is the 'golden child' of data science. If you want to become a top-tier data scientist, then learning R is crucial. With an estimated 2+ million users, R is a powerful scripting language used by data scientists all over the world. Whether you’re experienced or brand new to programming, this course is a stepping stone for you to learn data science through R programming.

Sana Rasheed

Trainer

Her Ph.D from the University of Nicosia, Cyprus in Blockchain is in progress.
5 Courses


Languages Available:
|Urdu | Hindi |
No. of Courses :
08
Rating


Reviews :
137
Students Enrolled :
146

About This Course

In this comprehensive course, you'll master the foundations of R programming language. You'll learn basic data types, operations, control structures, loop functions, data splits and additional resources related to data science. Upon the successful completion of this source you'll be able to get, clean, and explore data by conducting reproducible research through data programming in R. This course is 100% online. Notes are provided and you're also given access to group learning and Q/A community.

What you will learn

Learning data science through R programming is easy. A solid foundation guarantees you an entry into more complex data science learning pathways. This introductory course sets you on a rewarding career of data science by teaching you some core data concepts such as:

What Skills Will You Gain?

Earning Potentials

The average salary for an ‘R programmer’ ranges from $75,102 to $125,122 annually. (Indeed) According to Spectrum Survey conducted by IEEE, R ranks 7th among the top 10 Programming Languages. (House of Bots)

  • Course Delivery Mode

    The training will be delivered online via our alnafi.com portal, which is designed to cater 50 Million Nafi members. The portal has all the key features like:
    • Watching and tracking videos
    • Progress monitoring,
    • Attempting quizzes,
    • Submitting assignments,
    • Asking questions from the teachers and mentors

Course Curriculum



Course Title Duration Tools Learning Outcomes
R Programming 1 – 1.5 month R, RStudio, Git, Github Student will able to write code in R programming language and can start data science projects.
Data Collection and Data Wrangling 1 – 1.5 month Dplyr, Tidyr, Tidyverse, R, RStudio, Git, Github Student will able to write code in R programming language and can start data collection, cleansing and data transformation.
Exploratory Data Analysis 1 – 1.5 month base graphs, lattices, ggplot2, R, RStudio, Git, Github, Kaggle Student will able to perform data analysis and start participating on Kaggle at basic level.
Machine Learning: Supervised Learning 1 month Regression, Classifications, Model Evaluation Techniques, caret, forests, R, Studio, Git, Github, Kaggle Student will able to create supervised learning models, evaluate them and start participating in Kaggle competitions at basic level.
Machine Learning: Unsupervised Learning 1 month Clustering, Dimension Reduction,Model Validation,R, RStudio, Git, Github, Kaggle Student will able to create unsupervised learning models, evaluate them and start participating in Kaggle competitions at basic level.
Capstone Project 1 month R, RStudio, Git, Github, Kaggle Student will able to process complete data science lifecycle based on supervised or unsupervised learning models, evaluate them and are ready to participate in Kaggle competitions.
Data Visualization 0.5 – 1 month D3, Plotly, R, RStudio, Git, Github, Kaggle Student will be equipped with knowledge of basic ingredients of data visualization and storytelling.

PKR 5000 per year

Resident Pakistani

  • using Debit/Credit Card/
    Easy Paisa
PKR 5000per year

Resident Pakistani

  • using Bank Transfer/PayPro

$125.00 per year

Overseas Pakistanis

  • using Debit/Credit Card

$125.00 per year

Other Nationalities

  • using Debit/Credit Card

$125.00 per year

Western Union

  • only for overseas

Social proof: reviews

5-R Programming

Ayaz Sabir

this course was very useful for beginners everyone can easily learn and make yourself skillful

this course was very useful for beginners everyone can easily learn and make yourself skillful

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6-R Programming

Saqib Munir

Very Basic course and very nicely explained.

Very Basic course and very nicely explained.

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2-Machine Learning - Supervised Learning

MUHAMMAD TARIQ BADSHAH

This is my second-day subscription from AlNafi and I have watched two modules from the Machine Learning course. I am very satisfied with this course because they designed the course in our mother language that’s a big benefit to all of us.

This is my second-day subscription from AlNafi and I have watched two modules from the Machine Learning course. I am very satisfied with this course because they designed the course in our mother language that’s a big benefit to all of us.

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3-Machine Learning - Supervised Learning

Taha Ahmad Mirza

The instructor has genuinely put the effort into all lectures especially the topic of least squared equations. She has taught this topic very well, this point is supposed to be a prerequisite for students in most educational institutions, however, in Al-Nafi I learned the concepts as the audience is a layman.

The instructor has genuinely put the effort into all lectures especially the topic of least squared equations. She has taught this topic very well, this point is supposed to be a prerequisite for students in most educational institutions, however, in Al-Nafi I learned the concepts as the audience is a layman.

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1-Machine Learning - Supervised Learning

MUHAMMAD SIRAJ HUSSAIN

This course is very important and helpful and short time cover the large topic with example and case study and teachingg is very is easy to understand the topic

This course is very important and helpful and short time cover the large topic with example and case study and teachingg is very is easy to understand the topic

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3-Data Collection & Data Wrangling in Urdu

Seemab kanwal

satisfactory

satisfactory

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