Python for Data Science

Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Python for Data Science course enables a professional to master the concepts of Python programming. 

Eligibility:

• This course does not have any specific prerequisites. Any candidate aspiring to learn Python with Data Science or Analytics professionals engaged in Python projects can enroll in this program.

Outline:

Python Programming fundamentals

• Programming Basics
• Python Data Types
• Structures and conditional statements
• Python core packages
• Introduction to Jupyter Notebook

Data Science Essentials

• Data Science Introduction
• Data Science workflow
• Machine Learning Overview

Data Mugging with Numpys and Pandas

• Introduction to Numpy and Pandas
• Data filtering and selecting
• Find duplicates and treating missing values
• Concatenate and transform data

Basic Statistics

• Basic Statistics and Exploratory Analysis
• Descriptive summary statistics with Numpy
• Summarize continuous and categorical data
• Outlier analysis

Visualization web scrapping

• Creating basic charts
• Statistical Charts
• Web Scraping tools

Introducing Machine Language

• Overview of Supervised and Unsupervised Machine Learning
• Linear Regression
• Clustering with K - means
• Naive Bayes Classification
• Introduction to Neural Networks

Learning Outcomes:

Successful completion of the Python for Data Science course will enable a candidate to: 

• Gain in - depth knowledge of Python programming
• Build simple Python scripts for Data Science projects
• Implement high - level mathematical computations using NumPy's libraries of mathematical functions
• Utilize data structures and software tools to analyze and manipulate data 
• Comprehend supervised and unsupervised Machine Learning models
• Create a Graphical User Interface (GUI) for a program

Accreditation:

• Our Python for Data Science course is accredited by ISO 9001: 2015 and the Knowledge and Human Development Authority (KHDA).

Why Learner's Point:

As one of the premier providers of the Python for Data Science course, we have in-depth knowledge and substantial experience in the field. 

The following are the key benefits offered by our Python for Data Science course:

• Our Python for Data Science course is designed based on real-world scenarios, formulating and evaluating practical requirements
• Our courses strive to provide a reality check and insight into the requirements of a challenging role and how to fulfill it
• We also provide live interactive sessions and hands-on experience through assignments associated with the actual work environment
• To enhance the learning experience of our students we provide organized group sessions and integrated training modules
• Our discrete approach to career guidance enables our students to get successfully placed in renowned organizations