Data Science With Python Course | Data Science With Python Training Institute in Jaipur India

Data Science with Python

Data science with Python performs data analysis, data visualization, web scraping, and etc.

CAD DESK INDIA

(4.9)

Last Updated : April 18, 2026

Captcha: 8980

Training Highlights

Instructor Led Training

Weekly Doubt clearing Session

Lifetime Assistance for Revision

Lifetime Login Access to Student Dashboard

World-Wide Valid Certification

Study Material, Assignments and Projects

Course Highlights

Introduction to a basic construct in Python
Understanding the OOPS paradigm in Python
Machine Learning with Python
Python Integration with Spark

Course Overview

A python is an open-source software that provides great functionality to deal with mathematics, scientific functions. It has an easy to understand interface which makes it widely adapted by multiple industries. Python provides a large collection of libraries and packages to deal with data science applications. CAD DESK offers the best classroom training in India that helps the learner to get in-depth knowledge of various tools and features available in the Revit Architecture software.

Python library provides the easiest way of analyzing and manipulating a large amount of structured data. NumPy, Pandas, Scikit, and SciPy are the most commonly used libraries of Python which are helpful in data processing, modeling, manipulation, and visualization. CAD DESK provides the best quality training to its students in the field of IT, CAD, CAM & CAE. Moreover, while taking the coaching classes for Python, students are encouraged to do Internships.

CAD DESK provides 100 % Placement assistance to their students through which students get an opportunity to be placed in various companies in India. While doing IT coaching classes, students also avail many other facilities including books, e-books, tutorials, and projects along with their student panel. They further get an additional benefit of transfer facility through which they can move to any of our CAD franchise centers in India; even if they are enrolled at CAD DESK Jaipur or at any other center. After finishing the Python training, CAD DESK students get a certificate of course completion that helps them to escalate their careers.

Course Contents

Introduction to Data Science using Python

What is Data Science, what does a data scientist do
Various examples of Data Science in the industries
How Python is deployed for Data Science applications
Various steps in Data Science process like data wrangling, data exploration and selecting the model
Introduction to Python programming language
Important Python features, how is Python different from other programming languages
Python installation, Anaconda Python distribution for Windows, Linux and Mac
How to run a sample Python script, Python IDE working mechanism?
Running some Python basic commands
Python variables, data types and keywords.

Python Basics Constructs

Introduction to a basic construct in Python
Understanding indentation like tabs and spaces
Python built-in data types
Basic operators in Python
Loop and control statements like break, if, for, continue, else, range() and more.

Maths for DS-Statistics & Probability

Central Tendency
Variabiltiy
Hypothesis Testing
Anova
Correlation
Regression
Probability Definitions and Notation
Joint Probabilities
The Sum Rule, Conditional Probability, and the Product Rule
Baye’s Theorem

OOPs in Python

Understanding the OOP paradigm like encapsulation, inheritance, polymorphism and abstraction
What are access modifiers, instances, class members
Classes and objects
Function parameter and return type functions
Lambda expressions.

NumPy for mathematical Calculations

Introduction to mathematical computing in Python
What are arrays and matrices, array indexing, array math, Inspecting a numpy array, Numpy array manipulation

Scipy for mathematical Computing

Introduction to scipy, building on top of numpy
What are the characteristics of scipy
Various subpackages for scipy like Signal, Integrate, Fftpack, Cluster, Optimize, Stats and more, Bayes Theorem with scipy.

Data Manipulation

What is a data Manipulation. Using Pandas library
Numpy dependency of Pandas library
Series object in pandas
Dataframe in Pandas
Loading and handling data with Pandas
How to merge data objects
Concatenation and various types of joins on data objects, exploring dataset

Data Visualization with Matplotlib

Introduction to Matplotlib
Using Matplotlib for plotting graphs and charts like Scatter, Bar, Pie, Line, Histogram and more
Matplotlib API

Machine Learning with Python

Revision of topics in Python (Pandas, Matplotlib, numpy, scikit-Learn)
Introduction to machine learning
Need of Machine learning
Types of machine learning and workflow of Machine Learning
Uses Cases in Machine Learning, its various arlogrithms
What is supervised learning
What is Unsupervised Learning

Supervised Learning

What is linear regression?
Step by step calculation of Linear Regression
Linear regression in Python
Logistic Regression
What is classification
Decision Tree, Confusion Matrix, Random Forest, Naïve Bayes classifier (Self-paced), Support Vector Machine(self-paced), xgboost (self-paced)

Unsupervised Learning

Introduction to unsupervised learning
Use cases of unsupervised learning
What is clustering
Types of clustering(self-paced)-Exclusive clustering, Overlapping Clustering, Hierarchical Clustering(self-paced)
What is K-means clustering
Step by step calculation of k-means algorithm
Association Rule Mining(self-paced), Market Basket Analysis(self-paced), Measures in association rule mining(self-paced)-support, confidence, lift
Apriori Algorithm

Python Integration with Spark

Introduction to pyspark
Who uses pyspark, need of spark with python
Pyspark installation
Pyspark fundamentals
Advantage over mapreduce, pyspark
Use-cases pyspark and demo

Dimensionality Reduction

Introduction to Dimensionality
Why Dimensionality Reduction
PCA
Factor Analysis
LDA

Time Series Forecasting

White Noise
AR model
MA model
ARMA model
ARIMA model
Stationarity
ACF & PACF

For More Info Apply Now

Captcha: 8980

Certificate

How will you get your certificate?

CAD DESK is a pioneer in CAD/CAM/CAE training and most of the industries give great recognition to its certificate throughout India and abroad. CAD DESK Certificates are ISO verified which makes it highly reputed comparing to the other local brands and helps the student get prioritize while going for job opportunities in the industry. CAD DESK Software Training is conducted by highly knowledgeable trainers which help students to enhance their skill set by putting great emphasizes on project-based learning.

Student Testimonial

Cad Desk has been a game-changer for me in my pursuit of becoming a skilled CAD professional. The trainers are highly knowledgeable and passionate about what they teach, making the learning experience both engaging and enjoyable...

Gulshan Sharma

I enrolled in Cad Desk's CAD program, and I was impressed by the comprehensive curriculum they offered. The course material was well-structured, and the practical assignments helped me apply what I learned in real-world scenarios...

Khatri A R

What sets Cad Desk apart is their personalized approach to learning. The instructors took the time to understand my strengths and weaknesses and provided individualized guidance to help me overcome challenges. They genuinely cared about my progress and success...

Govind Sundesha

The facilities at Cad Desk are top-notch. The computer labs are equipped with the latest software and hardware, creating an ideal learning environment. Additionally, the staff members are friendly and always ready to assist students with any technical issues...

M S Narendran

I can confidently say that Cad Desk's CAD program prepared me well for the industry. The curriculum covers a wide range of topics, and the practical projects allowed me to build a strong portfolio that impressed potential employers during job interviews..

Sai Varishtha Reddy

Cad Desk provides excellent career support and guidance. They offer resume building workshops, mock interviews, and job placement assistance, which helped me secure a job in my desired field soon after completing the program...

Disha Mathur

How Our instructors are certified

CAD DESK has a team of highly skilled trainers, who focus on delivering well standard and quality training to each of its learners. Each CAD DESK trainer has professional degrees and has more than 5 years+ of experience in the stream of CAD, CAM, and CAE. Along with that, they are certified from prestigious institutes and have esteem knowledge of their courses which helps the learners to enhance their skills and meet the industry requirements. Our courses are not just based on theoretical concepts; in fact, it puts a great emphasis on industry-driven learning which is being regularly updated

Explore More Apply Now

Frequently Asked Questions(FAQ)

Is there any prerequisite for the training?

No such prerequisite, however a basic knowledge of the subject is preferable.

What shall be duration of daily training?

Generally, the average training duration is 2 hours daily. Although if someone wants a half-day or full-day fast track course these are also available.

Do I get the Study Material?

Yes, the study material is included in the course. Cad desk provides you the exercise books and a multicolor reference guide which helps to revise the whole software anytime.

How do get certificate?

The certificate shall be provided in both digital and physical form once you complete the training. The certificate shall be displayed in your login after you complete the training. You can collect the physical certificate from the center.

Do industry or college accept the CAD DESK certificate?

Cad desk is a pioneer in CAD/CAM training and most industries and Universities/colleges recognize its certificate by reputation.

How long, I can access the login after completion of training.

This is lifetime access to your login and all its benefits.

Do I get any placement assistance after completion of course?

Definitely, CAD DESK being the leader in CAD, receives many openings on day to day basis, and registered students shall be able to access that information.