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Data Analyst with Python

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Total Duration
66 Hours

Gain the career-building Python skills you need to succeed as a data analyst. No coding experience required. In this track, you’ll learn how to import, clean, manipulate, and visualize data—all integral skills for any aspiring data professional or researcher. Through interactive exercises, you’ll get hands-on with some of the most popular Python libraries, including pandas, NumPy, Matplotlib, and many more. You’ll also gain experience of working with real-world datasets, including data from …

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Courses in this Learning Path
1
Introduction to Data Science in Python
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Duration : 31 hours
Level :Intermediate
Learn Type :Certification
Introduction to Data Science in Python

This course introduces the basics of python programming, including basic programming techniques like lambdas, reading and manipulating CSV files, and using the numpy library. This course will teach data manipulation and cleaning using the popular Python pandas data science library. It will also introduce the abstractions of Series and DataFrame, which are the central data structures for data …

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2
Intermediate Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Intermediate Python

Python is essential for any data scientist looking to be a data scientist. Learn how to visualize real data with Matplotlib's functions and how to use data structure like the pandas DataFrame and dictionary. You will be able combine the knowledge you have gained about control flow and boolean reasoning in Python to solve a case using hacker stats.

3
Data Manipulation with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Data Manipulation with pandas

Pandas is the most popular Python library and it's used for data manipulation. This course will show you how to manipulate DataFrames. This course will teach you how to extract, filter, and transform real data for analysis. Pandas will teach you the basics of data science. To learn how to clean up, calculate, import, and visualize statistics using pandas, you will be using real-world data like …

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4
Joining Data with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Joining Data with pandas

A Data Scientist should be able work with multiple data sets. Pandas are a crucial component of the Python data scientist ecosystem. There are 5 million pandas questions on Stack Overflow. Pandas will teach you how to combine, organise, join and reshape multiple DataFrames. You will be using datasets from the World Bank as well as the City Of Chicago. This course will provide a solid foundation …

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5
Introduction to Data Visualization with Matplotlib
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Data Visualization with Matplotlib

Visualizing data in plots and figures helps you to see patterns and provides insight. Visualizations can also be useful for data analysts or other data users. This course will show you how to use Matplotlib which is a powerful Python data visualization program. Matplotlib allows you to create rich visualizations using many types of data. This course will show you how to create visualizations …

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6
Introduction to Data Visualization with Seaborn
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Data Visualization with Seaborn

Seaborn is a powerful Python library that makes it easy to create informative and attractive visualizations. This course will introduce Seaborn and show you how to visualize data with box plots and scatter plots. While you examine survey responses about student hobbies and factors that influence academic success, this will be done. Seaborn's benefits as a statistical visualization tool will be …

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7
Data Manipulation with Python
DataCamp Course via DataCamp
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Duration : 16 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Data Manipulation with Python

Data in real life is messy. Pandas libraries are valuable because they make it easy to organize data. Pandas makes data manipulation easy by allowing you to extract, filter, and transform data in DataFrames. This allows for fast and reliable data analysis. This is the right track to help you improve your data wrangling abilities. As you learn to use pandas to create multiple DataFrames, you …

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8
Introduction to Importing Data in Python
DataCamp Course via DataCamp
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Duration : 3 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Importing Data in Python

Data scientists are responsible to clean, manipulate, and interpret data. Before you can do all of this, however, you need to know how to import data in Python. This course will show you how to import data from flat files such as.txt and.csv into Python. It also covers files native to other programs like Excel spreadsheets, Stata files and SAS files. This course also covers relational databases …

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9
Intermediate Importing Data in Python
DataCamp Course via DataCamp
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Duration : 2 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Intermediate Importing Data in Python

Data scientists are responsible to clean, manipulate, and interpret data. Before you can do all of this, however, you need to know how to import data in Python. This course teaches you how to import data from flat files such as.txt and.csv into Python. It also covers files native to other programs like Excel spreadsheets, Stata files and SAS files. This course will help you expand your knowledge …

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10
Cleaning Data in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Cleaning Data in Python

Data scientists spend around 80% of their time cleaning and manipulating data and 20% on analysing it. Spending time cleaning data is crucial as it can lead to incorrect conclusions.

Data cleansing is an essential task in data science. Data cleaning is essential in data science. Data cleaning is essential for data science. Without it, machine learning and data analysis will fail. This course will …

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11
Importing & Cleaning Data with Python
DataCamp Course via DataCamp
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Duration : 13 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Importing & Cleaning Data with Python

Working in Python requires that you know how to prepare your data. You must know what to do before you can get the real insights. This track will teach you how to import data from many sources including.csv and.xls. Once you have learned how to import your data, it is time to prepare your data to be analysed. As you work with real-world data like restaurant reviews, you'll learn how to deal …

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12
Exploratory Data Analysis in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Exploratory Data Analysis in Python

How can data be transformed into answers? Exploratory data analysis allows for you to examine datasets, answer queries, and visualize the results. This course will help you validate and clean data, visualize relationships between variables, answer questions, and use regression models for explaining and predicting. The course will cover data related to health and demographics, including the …

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13
Analyzing Police Activity with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Analyzing Police Activity with pandas

Once you have mastered the basics of pandas you can use your knowledge to answer questions about real data. The Stanford Open Policing Project dataset and its effects on police behavior will be examined. This will give you more experience in cleaning up data, creating visualizations, and manipulating time series data. Analyzing police activity using pandas will provide valuable experience in …

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14
Working with Categorical Data in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Working with Categorical Data in Python

Data scientists need to be able use non-numerical data such as marital status and blood type to understand, summarize, or use them. This course will show you how to use pandas and seaborn to visualize and manipulate categorical information. Through hands-on exercises, you will learn how to use pandas and seaborn to visualize and manipulate categorical data. You will be able use a variety …

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15
Introduction to SQL
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to SQL

Data scientists transform raw data into actionable insights. Relational databases are structured tables. These databases store large amounts of data from all over the world, including transaction histories for customers and electronic medical records. Data scientists use these tables to modify and extract data using SQL language. This course will teach you syntax for SQL common to multiple …

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16
Streamlined Data Ingestion with pandas
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Streamlined Data Ingestion with pandas

Before you can analyze the data, you need to first acquire it. This course will show you how to build pipelines to import data from common storage formats. Pandas, a Python library specializing in analytics, can be used to extract data. This can include spreadsheets of survey responses that are linked to a database of public service requests. Learn how to modify imports and fix problems such as …

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17
Introduction to Relational Databases in SQL
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Introduction to Relational Databases in SQL

SQL is the most common way to query databases. Databases can also be used for other purposes. You can model many phenomena and their relationships. This will help you ensure your data is consistent and has a better structure. You will see this when you examine real data about questionable university affiliations. This will show you how databases can be used for your benefit column-by-column and …

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18
Joining Data in SQL
DataCamp Course via DataCamp
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Duration : 5 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Joining Data in SQL

Once you've completed the Introduction to SQL course and have a good understanding of the basics of SQL, it's time to improve your queries with joins or relational set theory. This course will teach you about the power and benefits of joining tables, as well as the unique characteristics of cities around the world. Learn inner and outer joins as well as self, semi, and anti joins. Cross joins …

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19
Introduction to Databases in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Databases in Python

This course will cover the basics of Python and SQL. Because databases are everywhere, analysts, data scientists, engineers, and others need to interact with them constantly, this course will teach you the basics of SQL and Python. SQLAlchemy is a Python SQL toolkit SQLAlchemy that makes it easy query, build, and write to databases like SQLite and MySQL.