(All course fees are in USD)

Course Description

Through this Python for Data Science training, you will gain knowledge in data analysis, machine learning, data visualization, web scraping, & natural language processing.  You will also get equipped to master the essential tools of Data Science with Python

Course Delivery

Total online blended learning: 60+ hours

Benefits

• Data Science is evolving field & Python has become required skill for significant portion of jobs in Data Science.
• 5 industry-based projects
• Interactive learning with Jupyter notebooks labs
• 1 year access

Award upon Successful Completion

Data Science with Python Certificate of Achievement

Awarding Organisation

Simplilearn

Learning Outcomes

• Explain fundamentals of data science & practical applications.
• Explore processes of data preparation, model building, & evaluation.
• Apply Python concepts like strings & comprehensively understand Lambda
  functions & lists.
• Develop solid understanding of fundamentals of NumPy.
• Explore array indexing & slicing techniques.
• Apply principles of linear algebra in data analysis.
• Understand the application of calculus in linear algebra.
• Calculate measures of central tendency &d dispersion.
• Gain clear understanding of statistical concepts such as skewness, covariance,
  & correlation.
• Describe null hypothesis & alternative hypothesis.
• Examine different hypothesis tests, including Z-test and T-test.
• Understand the concept of ANOVA.
• Work with pandas’ two primary data structures: Series and DataFrame.
• Utilize pandas for tasks such as data loading, indexing, reindexing, and data
  merging.
• Prepare, format, normalize, & standardize data using data binning
  techniques.
• Create visualizations with Matplotlib, Seaborn, Plotly, and Bokeh.

Course End Projects

Project 1:Sales Analysis for Business Growth

Analyze the sales data of a retail clothing company and support management in formulating their sales & growth strategy

Project 2: Marketing Campaign Analysis

Perform exploratory data analysis & hypothesis testing to better understand
various factors contributing to customer acquisition.

Project 3: Real Estate Data Visualization

Analyze the housing dataset using various types of plots to gain insights
into the data.

Project 4: Housing Price Analysis

Analyze housing data to uncover insights into house prices, comprehend elements influencing them, & understand impact of various house
features on their price.

Project 5: Customer Behaviour Analysis

Utilize various probability distributions to analyze customer behaviors & store
performance metrics using a custom dataset

Who Should Enrol

• Analytics professionals willing to work with Python
• Software and IT professionals interested in analytics
• Anyone with a genuine interest in data science

Prerequisites

Undergraduate degree or a high school diploma

Course Overview

Lesson 01 – Course Introduction

Lesson 02 – Introduction to Data Science

Lesson 03 – Numpy

Lesson 04 – Working with Pandas

Lesson 05 – Data Visualization

Lesson 06 – Maths and Statistics Fundamentals

Lesson 07 – Probability Distribution

Lesson 08 – Advanced Statistics

Lesson 09 – Data Wrangling

Lesson 10 – Feature Engineering

Accessible Period of Course

1 year from date of enrolment

Customer Reviews

Prachi
Sr Manager – Digitalization & Innovation
The course was well structured. My instructor, Tim, was efficient
and interactive. He ensured that all the queries got addressed
without a miss—overall, it was an excellent learning experience.

Jyothish Chandran
Manager
A very well-experienced trainer, I enjoyed Tim’s sessions. The
way he teaches and progresses in each class is simply superb.
Classes are blended with realistic and easily understandable
examples. Thanks, Tim, for all your efforts to keep us informed
well and for sharing your expertise

It was a great learning experience. My trainer, Vaishali delivered each session well. All topics were explained with in-depth theory, real-time examples, and execution of the same in Python. Her teaching methodology enhanced the learning process.

The online classes were well-paced and helped us learn a ton of stuff within a short amount of time. Vaishali is very knowledgeable and handled all the sessions with outstanding professionalism. Thanks for your expertise

I learned a lot about Python, Numpy, Pandas, Visualization. The instructor, Swagat was excellent in explaining things clearly. The support team is also accommodative and resolves issues instantly.

….. The faculty, Prashanth Nair, was extremely knowledgeable, and the entire class appreciated his way of teaching…..Support team was very accommodating and quick in providing responses. I was able to grab a 30% hike in my salary after getting certified.

The sessions are very interesting and easy to understand. I enjoyed each and every one of them, thanks to the trainer, Prashant

….. a brilliant platform to acquire new & relevant skills at ease. Well laid out course content and expert faculty ensure an excellent learning experience.

The instructor is knowledgeable and shares their skills and knowledge. My learning experience has been outstanding with Simplilearn. The practice labs and materials are helpful for better learning. Thank you, Simplilearn. Happy Learning!!

….. an excellent platform for online learning. Their course curriculum is comprehensive and up to date. We get lifetime access to the recorded sessions in case we need to refresh our understanding. If you are looking to upskill….

Incredible mentorship, and amazing and unique lectures. …..provides a great way to learn with self-paced videos and recordings of online sessions. …..

Prashant Nair is an awesome faculty. The way he simplifies, relates and explains topics is outstanding. I would love to enroll for and attend all his classes.

The instructor not only delivers the lecture but also focuses on practical aspects related to the subject. This is something about the course that really impressed me.

Thanks a lot, Sunny, for the immense support and guidance throughout the project, and for your patience while calmly helping me fix both small and big problems. You have excellent and in-depth knowledge about Python and the alternative options you taught me. I’m delighted to share my opinion about my experience.

……courses are affordable and helped me learn something new during the lockdown. Moreover, I also got to add a Well-Known Global Name like Simplilearn to my resume. I could choose the trainer as well as enroll for multiple sessions using the Flexible Pass.

*Note: We reserve the right to revise/change any of the course content &/or instructor at our sole & absolute discretion, without prior notice to learner.