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Python Workshop in Lahore

About Python Workshop

Offering 2 days (Saturdays Only) extensive workshop on programming language “Python”! During this workshop, you will be able to learn Python starting from basics and moving to advance level. Also, you will be covering 2 packages of Python namely NumPy and Pandas.

In the hands-on project, you will be using the technologies learned throughout the workshop under the supervision of trainers. By the end of training, you will also be awarded certificate

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Schedule

Starting

5th Jan 2019

Duration

2 Days (Saturdays Only)

Charges

5000 PKR

Timing

10:00AM to 06:00PM

Instructors

Ali Raza Anjum & Ali Abbas

Address

Management House, 95 J/1, Johar Town, Lahore

Meet the instructors

Meet the trainers of this workshop who are Python experts & are highly experienced!

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Ali Abbas

Data Scientist | Data Science Instructor | Big Data Engineer

A data enthusiast able to efficiently leverage advanced knowledge statistical inference and machine learning to furnish insights and enable data driven business processes.

Course Outline

Week 1

Basics of Data Science Flow

Anaconda Installation

Intro to Jupyter Notebook

Intro to Python

Python Objects & Data Structure

Subsetting (Strings, Lists, Dictionaries)

Python Comparison Operators

Python Statements

Methods & Functions

Importing Data in Python

NumPy & Pandas Basics in Python

Subsetting Data frames in Pandas

Statistical Flow

Types of Variables

Hands-On Assignments of Python

Week 2

Interactive Discussions on Last Week’s Assignments

Population vs Sample

Types of Study Design

Types of Sampling

Random Assignment

Correlation vs Causation

Blocking vs Confounding Variables

Hands-On Data Wrangling on Python

Data Cleaning in Python

String operations in Data Wrangling

Object Types Conversion in Data Wrangling

Data Aggregation using Group By, Pivot and Melt

Dealing with Multi-indexing in Data Wrangling

iloc vs loc for Subsetting Data frame

Hands-on Assignments of Data Wrangling

Tools

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With digital transformations running today’s hyper-connected world, Our full stack Data Analysts help in addressing the data challenges being faced!

 

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