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Python for Data Science and Analytics(English)

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Learn Python for data science with hands-on projects. Master data analysis, visualization, machine learning, and real-world applications in 90 days.

4 Modules
with Certifications
9:50 Hours
of Recorded Content
5.0 Ratings
by 2343 Learners
English
Language
Paid Course
Get this Course @ ₹999
2343 enrolled in this course

Python for Data Science and Analytics(English)

Python has become the language of choice for data science, analytics, and artificial intelligence. This course provides a practical introduction to Python programming while progressively introducing learners to powerful data analysis libraries such as Pandas and NumPy. Students will develop programming skills through hands-on exercises involving variables, object-oriented programming, data structures, data frames, and numerical computation. By the end of the course, learners will have the technical foundation required to pursue advanced topics in machine learning, analytics, and artificial intelligence while building confidence in writing efficient Python code.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1 – Python Fundamentals

Python for Data Science – Course Introduction
Python Basics
Python Data Structures
Python Programming Fundamentals
Class and Object

M2

Module 2 – Data Handling and Analysis

Data in Python using Pandas
Numpy Arrays

M3

Module 3 – Data Visualization and Machine Learning

Matplotlib
Seaborn
Scikit‑Learn

M4

Module 4 – Advanced Libraries and Project

NLTK
Keras
Twitter Sentiment Analysis

Capstone Project

End-to-End Data Science Project

Take a real dataset from raw files to insight: clean it with Pandas and NumPy, explore it visually, then build machine learning, NLP and deep learning models that make predictions.

PROJECT

An end-to-end data science project in Python.

Apply the full workflow, from data cleaning to model predictions, on a real dataset.

CONCEPT

Data handling with Pandas and NumPy.

Load, clean and transform datasets with fast array operations.

CONCEPT

Data visualisation with Matplotlib and Seaborn.

Turn raw numbers into clear charts that reveal trends and patterns.

CONCEPT

Machine learning, NLP and deep learning with Scikit-learn, NLTK and Keras.

Build classic ML models, process text and train neural networks.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

Python
Pandas
NumPy
Matplotlib
Seaborn
Scikit-learn
NLTK
Keras
Jupyter Notebooks
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Write Python programs using core syntax, data structures and functions.
Model real-world entities in code with classes and objects.
Load, clean and analyse data with Pandas and NumPy.
Visualise data and spot patterns with Matplotlib and Seaborn.
Build and evaluate machine learning models with Scikit-learn.
Process text with NLTK and build neural networks with Keras.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
Award 1
VERIFIED STUDENT REVIEWS

What Our Students Say

See how Pantech courses accelerated career transitions across India.

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Get exclusive lifetime access to coursework, simulators, custom templates, and direct placement opportunities.

Need immediate counseling?

+91 8925533488/89

HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

1. Do I need prior experience?

No prior experience is required for foundational courses. Advanced modules may recommend basic knowledge in programming or electronics.

2. What if I face technical issues?

You can reach our support team at training@pantechelearning.com or call +91 89255 334 88 / +91 89255 334 89.

3. What will I learn in this course?

You’ll cover Python for data science, including data analysis, visualization, machine learning, and real‑world applications. You’ll gain hands‑on experience with libraries such as NumPy, Pandas, Matplotlib, Seaborn, and Scikit‑Learn, while working on practical projects that prepare you for industry use cases.

4. How long is the course?

The program includes 12 structured modules, designed to be completed within 90 days with guided project work.

5. Will I get a certificate?

Yes, upon completion you’ll receive a verified certification from Pantech eLearning, which can be shared on LinkedIn and with employers.

6. What is the course fee?

The Python for Data Science course is available for ₹1,499, inclusive of all modules and certification.

7. Is there any project work included?

Yes, you’ll apply your skills in guided data science projects, such as predictive analytics, visualization dashboards, and machine learning models for real‑world applications.

8. Can I access the course materials anytime?

Absolutely. Once enrolled, you’ll have lifetime access to the course videos, notes, and resources.

9.Will I learn Pandas and NumPy?

Yes. The curriculum includes dedicated modules covering data manipulation with Pandas and numerical computing using NumPy.

10.Are there any hands-on exercises?

Yes. Every module includes practical coding examples and exercises designed to reinforce Python programming and data analysis concepts.

11.Which tools will I use?

You will work with Python, Anaconda Navigator, Pandas, NumPy, Jupyter-based environments, and modern data science libraries.

12.Is this course suitable before learning Machine Learning?

Absolutely. It provides the programming and data manipulation foundation required for machine learning, artificial intelligence, and advanced data analytics courses.

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