Brochure
Enquire- Introduction to Data Analysis
- Data Analysis Example A
- Data Analysis Example B
- How to use Jupyter Notebooks Intro
- Jupyter Notebooks Cells
- Jupyter Notebooks Importing and Exporting Data
- Numpy Introduction A
- Numpy Introduction B
- Numpy Arrays
- Numpy Operations
- Numpy Boolean Arrays
- Numpy Algebra and Size
- Pandas Introduction
- Pandas Indexing and Conditional Selection
- Pandas DataFrames
- Pandas Conditional Selection and Modifying DataFrames
- Pandas Creating Columns
- Data Cleaning Introduction
- Data Cleaning with DataFrames
- Data Cleaning Duplicates
- Data Cleaning and Visualization
- Reading Data Introduction
- Reading Data CSV and TXT
- Reading Data from Databases
- Parsing HTML and Saving data
- Python Introduction
- Python Functions and Collections
- Python Iteration and Modules
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- FreeCodeCamp
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- Data Analysis with Python
Data Analysis with Python
BY
FreeCodeCamp
via Topcoder
Build the skills or data analysis with an open library like Python with the Data Analysis with Python certification ...Read more
Online
170 Hours
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course overview
Though data analysis has been around in the industry for quite a long time now and has been using expensive, and closed-source tools like Tableau. But only until recent years have developers been practicing data analysis using open libraries like Python, and SQL. This Data Analysis with Python certification course is a short-term programme launched by Top Coder Academy. The course takes around 170 hours to get completed that is taught over 3 modules.
The Data Analysis with Python training is ideal for anyone having no experience in this industry. Data analysis is actually one of the most basic skills that one needs to learn to stay competitive in data science or another data-oriented path of learning. Thus this certificate course is an ideal option for adapting to these skills.
The highlights
- 170 hours of study
- Certificate by freeCodeCamp
- Small course
- Skill enhancing course
Program offerings
- 3 course modules
- Login to start
- Short course
Course and certificate fees
certificate availability
Yes
certificate providing authority
Topcoder
Who it is for
This data analysis using python program is most suitable for people like data scientists, and data analysts.
Eligibility criteria
Academic Qualifications
There are no prerequisites as anyone without any kind of previous experience can participate.
Certification Qualifying Details
Once someone completes this programme will be issued a Data Analysis with Python certification by Topcoder Academy.
What you will learn
Knowledge of python
Once the candidates complete the Data Analysis with Python certification syllabus, the candidates will be learning the basic fundamentals of data analysis with python. The syllabus, in the end, will be making the candidates learn different ways to do data analysis with Python from various sources like SQL, and CSV along with the process of using libraries like Pandas, Matplotlib, Numpy, etc for data visualization.
The syllabus
Data Analysis with Python Course
Numpy
- What is NumPy
- Basics of Numpy
- Accessing and Changing Elements, Rows, Columns
- Initializing Different Arrays
- Initialize Array Problem
- Copying Arrays Warning
- Mathematics
- Reorganizing Arrays
- Loading Data and Advanced Indexing
Data Analysis with Python Projects
- Mean-Variance-Standard Deviation Calculator
- Demographic Data Analyzer
- Medical data Visualizer
- Page View Time Series Visualizer
- Sea Level Predictor
Admission details
To enrol in the Data Analysis with Python classes, go through these steps:
Step 1: Visit the programme URL: https://platform-ui.topcoder.com/learn/freeCodeCamp/data-analysis-with-python.
Step 2: In the next step, the candidates can log in or sign up using Google or Github accounts.
Step 3: After logging in the candidates can start the process of learning python for data science.
Filling the form
All the participating candidates need to fill in certain details like name, email address, username, and country living in the application form while creating new accounts.
How it helps
The Data Analysis with Python certification benefits all the participating candidates with fundamental knowledge of data analysis. Also, these advanced skills will help showcase their newly learned skills, and learnings on the Topcoder platform.
FAQs
Are there any prerequisites for the Data Analysis with Python online course?
The prerequisite required for this data course is zero.
What is the duration of this data programme?
The maximum duration of this data programme is 170 hours.
Who is the creator of this course?
The creator of this programme is freeCodeCamp.org community.
What are the durations of the 3 modules?
The first module is for 15 hours, the second one is for 5 hours, and the 3rd one is for 150 hours.
Is there any support help provided by the freeCodeCamp?
Support can be claimed by the students using the link: https://platform-ui.topcoder.com/learn/freeCodeCamp/data-analysis-with-python.
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