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Fazal Masud KhanPhD in Computer Science, Guiding Students
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My Experience in Python and R Programming • Strong proficiency in Python and R programming languages • Experience with data manipulation, analysis, and visualization using libraries such as Pandas, Numpy, Matplotlib, and ggplot2 • Hands-on experience with machine learning algorithms such as regression, knn, decision trees, random forests * Machine Learning (Supervised and Un-Supervised Learning): K Nearest Neighbor (KNN) Support Vector Machine (SVM) Decision Trees Logistic Regression Naive Bayes and more...
* Statistical Analysis: Descriptive Statistics,Estimation of Parameters Test of Hypotheses,Regression and Correlation Analysis of Variance,Non-Parametric Statistics Proability and Probability Distributions: Binomial Distribution, Poisson Distribution,Uniform Distribution,Normal Distribution Statistical Charts, Graphs and Plots
• Author of two Python packages published on PyPI (i) fmanova (Analysis of Variance) (ii) fmpdistribution (Probability distributions) My some applications are available at GitHub
Subjects
R (Programming) Beginner-Expert
Pandas Beginner-Intermediate
Excel VBA Beginner-Intermediate
Machine learning Python Beginner-Expert
Python 3 Beginner-Expert
Statistical Data Analysis Beginner-Intermediate
Experience
Assistant Professor (Feb, 2008–Feb, 2021) at Gomal University Dera ismail khan
Teaching of various courses to BS/MS and PhD Students Supervision of MS/PhD students projects
Education
PhD in Computer Science (Sep, 2009–Mar, 2015) from Gomal University Dera ismail khan
Fee details
Rs3,000–5,000/hour
(US$10.81–18.01/hour)
Based on course level
Courses offered
Excel VBA Programming
Rs20000
Duration: 20 Days
Delivery mode: Online
Group size: 4
Instruction language:
English,
Urdu,
Pashto
Certificate provided:
No
The purpose of this course is to automate repetitive tasks in Excel and to create customized applications and tools to increase productivity and efficiency. This course includes: Understanding VBA environment, Data types, Debugging, Excel object model, Control structures, Charts, Functions and Subroutines, Creating Custom Functions, Accessing Database, Text File, User defined data type and more....
Object Oriented Programming Using Python
Rs30000
Duration: 25 Days
Delivery mode: Online
Group size: Individual
Instruction language:
English,
Urdu,
Pashto
Certificate provided:
No
It is comprehensive course on OOP using Python, to explore the principles and techniques of OOP and how they can be implemented in Python.This course will guide you through the fundamental concepts of OOP. The course includes,basic concepts of OOP, Classes and Objects, instance variables, private attributes, class attributes, class and static methods, magic methods, inheritance, enumeration,descriptors, meta programming and exceptions.
Introduction to Python
Rs25000
Duration: 25 Days
Delivery mode: Online
Group size: Individual
Instruction language:
English,
Urdu,
Pashto
Certificate provided:
No
This course is designed to provide you with a solid foundation in Python programming, covering essential concepts such as variables, strings, control structures, lists, dictionaries, functions, text file handling, exception handling, packages, modules and more. You will also dive into data structures like lists and dictionaries, understanding how they can be used to organize and manage data effectively. Foundation for complex programming