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Applied Data Science with Python

Applied Data Science with Python Certification

SKU: N/A

Price range: US$399.00 through US$599.00

The Data Science with Python course empowers you to excel in Python programming. In this course, you’ll delve into data science, data analysis, data visualization, data wrangling, feature engineering, and statistics. Upon finishing the course, you’ll excel in using essential data science tools with Python.

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Additional information

Choose an Option	Online Bootcamp, Self Study

60+ hours of blended learning

Interactive learning with Jupyter notebooks labs

Industry-based projects for experiential learning

Lifetime access to self-paced learning content

40+ Assisted practices and lesson-wise knowledge checks

Dedicated live sessions by faculty of industry experts

Program Delivery Method

Online Bootcamp: Online self-paced video-based learning and live virtual classroom conducted by the industry’s leading coaches.

Prerequsites

A high school diploma or an undergraduate degree is enough. No prior programming experience is required. The Applied Data Science with Python course starts from the basics and gradually moves to advanced topics, making it ideal for beginners.

Skills Covered

Data wrangling
Data visualization
Web scraping
Python programming concepts
ScikitLearn package for Natural Language Processing
Data exploration
Mathematical computing
Hypothesis building
NumPy and SciPy package

Tools Covered

Python
Jupyter Notebook
NumPy
Pandas
SciPy
Matplotlib
Seaborn
Scikit Learn

Key Learning Outcomes

Master the fundamentals of Applied Data Science with Python, including Python programming essentials
Perform data cleaning, manipulation, and analysis with Pandas and NumPy
Apply statistics, probability, and hypothesis testing for data driven decisions
Create effective data visualizations using Matplotlib and Seaborn
Build and evaluate machine learning models in Python with Scikit Learn
Use Jupyter Notebooks for hands on projects and practice
Gain practical skills through real world data science case studies and projects

Learning Path

Data Science with Python

Course Introduction
Introduction to Data Science
Essentials of Python Programming
NumPy
Linear Algebra
Statistics Fundamentals
Probability Distribution
Advanced Statistics
Pandas
Data Analysis
Data Wrangling
Data Visualization
End to End Statistics Application with Python

Who Will Benefit

This Applied Data Science with Python program is ideal for anyone aiming to build a career in data science and analytics. It is perfect for recent graduates, professionals looking to switch careers, IT specialists and software developers, beginners in the data science field, statisticians and mathematicians, business intelligence experts, marketing analysts, and operations or supply chain managers who want to harness the power of data for smarter decision making.