Courses

Data Science with Python

Unlock your career as a data scientist with EnthuZiastic's online Data Science with Python course. Gain an understanding of Python's data analytics tool and techniques such as data structure frame, data handling, data plot, and many more.

Difficulty Level: INTERMEDIATE

Age group: 15-39

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$31 .24

/ session / seat

30-Day Money-Back Guarantee

Content

From Deployment to Feedback - Python Libraries for Data Science - Series Data Structure - DataFrame Data Structure - Working with Pandas Data Frame - Plotting with PyPlot - Importing/Exporting Data between CSV Files - Feature Selection Python Libraries for Data Science - Import Library into Python Program - Using Panda - Pandas Data Structures - Series - DataFrame Series Data Structure - Creating Series Objects - Series Object Attributes - Accessing a Series Object and its Elements - Extracting Slices from Series Object - Operations on Series Object - Modifying Elements of Series Object - Renaming Indexes - The Head() and tail() functions - Vector Operations on Series Objects - Arithmetic on Series Object - Sorting Series Values - Series Objects vs. Lists - Series Objects vs. Dictionaries - Difference between Numpy Arrays and Series Objects DataFrame Data Structure - Creating and Displaying a Data Frame - Data Frame Attributes - DataFrame vs.Series and 2D Numpy Array - Selecting/Accessing Multiple Columns - Selecting Rows and Columns from a DataFrame - Select/Accessing Individual Value - Selecting DataFrame Rows/Columns based on Boolean Conditions - Adding/Modifying a Row/Column Working with Pandas Data Frame - Iterating Over a Data Frame - Binary Operations in a Data Frame - Descriptive Statistics with Pandas - Essential Functions and Functionality - Advanced Operations on Data Frame - Handling Missing Data - Combining Data Frame - Function group by() Function group by() - Applying Various settings in plot() Function Plotting with PyPlot - What is Data Visualization? - Using Pyplot of Matplot Library - Working with Pyplot Methods - Creating Line Charts and Scatter Charts - Specifying Plot Size and Grid - Creating Bar Charts and Pie Charts - Customizing the Plot - Creating Histograms with Pyplot - Creating Frequency Polygons - Creating Box Plots - Plotting Data from a Data Frame Importing/Exporting Data between CSV Files - Transferring Data between .csv Files and Data Frames - Storing DataFrame's Data to CSV File - Loading Data From CSV to Data Frames Feature Selection - Feature Selection - Regression - Factor Analysis - Factor Analysis Process - Principal Component Analysis (PCA) - First Principal Component - Eigenvalues and PCA - Feature Reduction - Linear Discriminant Analysis - Maximum Separable Line - Find Maximum Separable Line

Prerequisites

Knowledge of Programming Language
Enthuziasm to learn

Objectives

Data Workflow Automation: Learn to automate data workflows and perform repetitive tasks using Python scripts and Jupyter Notebooks, enhancing productivity and reproducibility.
Machine Learning: Gain proficiency in building, evaluating, and tuning machine learning models using Scikit-learn for predictive analytics.
Statistical Analysis: Apply intermediate statistical methods and probability theories to analyze data distributions and test hypotheses.
Data Visualization: Develop skills in creating complex visualizations using Matplotlib and Seaborn to effectively communicate data insights.
Data Manipulation & Cleaning: Master intermediate techniques for data manipulation and cleaning using libraries like Pandas and NumPy, ensuring data integrity for analysis.

Learning Outcomes

Understanding of Python data structure libraries
Knowledge of series and pandas data structure functions
Skill in plotting with PyPlot
Ability to use CSV files
Mastery in series, Pandas, and Pyplot libraries

Why learn with EnthuZiastic?

Here's why more and more people are joining EnthuZiastic

Personalized Lessons

Customize your lessons to meet your individual goals.

Expert Teachers

Top rated teachers to guide you through the learning process.

Flexible Timings

Attend classes anytime, anywhere. Make your own schedule.

Easy Rescheduling

manage holidays or conflicting appointments easily by rescheduling classes.

Complete Support

A compassionate support team to listen to your needs.

Completion Certificate

You will get a certificate for the completion of the course.

How it works?

Enroll

Enroll for the course of your liking by selecting 1:1 or group classes. Choose the type of instructor you want to learn with.

Schedule

Download Enthu app and schedule classes for the day and time that works best for you. You own your learning schedule.

Learn

Join classes on Zoom and start learning with lessons customized for you. Make most of our student success program.

Value Proposition

We offer a diverse range of interactive classes, ensuring accessible and personalized education for everyone, anytime, anywhere.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Some rewards are necessary for motivating learners and Enthuziastic awards dedicated learners with official certificate of completion and if they win in any of our regular competitions, they are awarded the respective winners certificates.

Feedback and Assignments

Parents/Learners provide us regular feedback after every session through a formal submission in the app, this helps us customize the learning path after every session according to how the learners are responding to the tutoring.

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

The entire Enthuziastic team strives hard to bring you high quality learning at affordable prices. Because of the support of learners like yourself, we continue to grow our offerings and keep making them more and more affordable.

Personal Family Buddy

You will be assigned a personal family buddy, whom you can continuously stay in touch through and beyond your learners learning journey. Whatever your needs are you can always reach out to your Family Buddy/Student Success Manager whose only job is to make your learning journey successful.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy

Do you have any questions?

Fill this form and we will respond back, on priority.

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$31 .24

/ session / seat

30-Day Money-Back Guarantee

Courses

Data Science with Python

Difficulty Level: INTERMEDIATE

Age group: 15-39

This course Includes

12 live tutoring sessions

Access on mobile and web

Certificate of completion

Typical Price

$31 .24

/ session / seat

30-Day Money-Back Guarantee

Content

Prerequisites

Knowledge of Programming Language
Enthuziasm to learn

Objectives

Data Workflow Automation: Learn to automate data workflows and perform repetitive tasks using Python scripts and Jupyter Notebooks, enhancing productivity and reproducibility.
Machine Learning: Gain proficiency in building, evaluating, and tuning machine learning models using Scikit-learn for predictive analytics.
Statistical Analysis: Apply intermediate statistical methods and probability theories to analyze data distributions and test hypotheses.
Data Visualization: Develop skills in creating complex visualizations using Matplotlib and Seaborn to effectively communicate data insights.
Data Manipulation & Cleaning: Master intermediate techniques for data manipulation and cleaning using libraries like Pandas and NumPy, ensuring data integrity for analysis.

Learning Outcomes

Understanding of Python data structure libraries
Knowledge of series and pandas data structure functions
Skill in plotting with PyPlot
Ability to use CSV files
Mastery in series, Pandas, and Pyplot libraries

Why learn with EnthuZiastic?

Here's why more and more people are joining EnthuZiastic

Personalized Lessons

Customize your lessons to meet your individual goals.

Expert Teachers

Top rated teachers to guide you through the learning process.

Flexible Timings

Attend classes anytime, anywhere. Make your own schedule.

Easy Rescheduling

manage holidays or conflicting appointments easily by rescheduling classes.

Complete Support

A compassionate support team to listen to your needs.

Completion Certificate

You will get a certificate for the completion of the course.

How it works?

Enroll

Enroll for the course of your liking by selecting 1:1 or group classes. Choose the type of instructor you want to learn with.

Schedule

Download Enthu app and schedule classes for the day and time that works best for you. You own your learning schedule.

Learn

Join classes on Zoom and start learning with lessons customized for you. Make most of our student success program.

Value Proposition

We offer a diverse range of interactive classes, ensuring accessible and personalized education for everyone, anytime, anywhere.

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy

Carefully Curated Expert Instructors

All courses are taught by our expert instructors who are carefully chosen with a rigorous < 1% acceptance rate. For every 100 tutors interviewed, only 1 is chosen, ensuring you get the best.

Engaging and Interactive Classes

Each session is designed to be dynamic and captivating, ensuring the learner stays excited and engaged throughout.

Progress Reports

Our team works hard behind the scenes to create and maintain a meticulously detailed progress report for each learner as they progress through the sessions.

Session Recordings

The recordings of each session are automatically available in the app after 24 hours of each session, they are extremely helpful for revisions.

Certificates

Feedback and Assignments

Chat Communication

Connect with instructors and peer learners directly via our app's dedicated chat group for every batch fostering a community experience while learning together.

24/7 Support

We take great pride in our service delivery. We're here for you round the clock to address any questions or concerns.

Quality & Affordability

Personal Family Buddy