Data Science
We offer focused, backend-centric training programs that make you industry-ready in just 3 months, complete with internship certification and placement assistance.
Data Science
Data science is a multidisciplinary field that combines principles from mathematics, statistics, computer science, and other areas to extract knowledge and insights from data. It involves collecting, cleaning, analyzing, and visualizing data to uncover patterns, make predictions, and inform decision-making.
Coding is a term for computer programming, covering a broad range of careers, while data science focuses on the organization, storage, analysis, and sharing of data. Popular coding languages include Python, SQL, Java, and Javascript, each geared towards specific programming skills or product development.
Course Duration:
3 Months
Learning Mode:
Live Interactive Online Training
Placement Assistance:
100%
Schedule
Weekdays & Weekends
What You’ll Get:
Live Online Classes + Class Recordings
Real Backend Projects
Internship Certificate (6 Months)
Resume Preparation & Mock Interviews
Career Guidance from MNC Professionals
Your Backend Career Starts Here
Enroll now and take the first step toward your dream job!
1. Python for Data Science
Python syntax, variables, and data types
Control flow: if, for, while
Functions and modules
Data structures: lists, dictionaries, sets, tuples
File handling: CSV, Excel, JSON
Libraries:
NumPy – numerical operations
Pandas – data manipulation
Matplotlib & Seaborn – data visualization
2. SQL for Data Analysis
SQL basics: SELECT, WHERE, GROUP BY, HAVING
Joins: INNER, LEFT, RIGHT, FULL
Subqueries and CTEs
Aggregations and window functions
Real-world data querying practice
Tools: MySQL, SQLite, or PostgreSQL
3. Basic Machine Learning
Supervised vs Unsupervised Learning
ML process: data splitting, training, evaluation
Supervised Algorithms:
Linear Regression
Logistic Regression
Decision Trees
K-Nearest Neighbors
Unsupervised Algorithms:
K-Means Clustering
Hierarchical Clustering
Model evaluation metrics: Accuracy, Precision, Recall, F1-score
Library:
Scikit-learn – main ML library
Basics of Deep Learning (DL)
What is a Neural Network?
Activation functions and loss functions
Introduction to ANN using TensorFlow/Keras
Building a simple feedforward model
Training on basic datasets like MNIST
GPU support using **Google colab
What are the Job Opportunities available after completing Python Classes in Pune In 2024?
This Question arises in almost every candidate’s mind before enrolling in Python classes in Pune.
Well, there is a wide range of job opportunities, scope after learning Python programming.
Python Programming ranks 1st as per the statistics of TIOBE Index for May 2024.
Python Programming is the most popular and has dominated many fields since the early 2000s and continues to do so even today, in 2024, and even in the year 2025 it will be.
According to a survey, the data analytics industry, where Python is commonly used, is expected to reach a market value of 655.5 billion by 2029. From what has been said, it is clear that the Python computer has become very famous and is now an important computer language for IT workers and coders.
People who are just starting out can get a lot of job options and start a satisfying work path by getting the right skills and knowledge in these areas.
Python Course Syllabus
Best Blended Advance Python Syllabus Course
What is Python and brief history
Why Python and who use Python
Discussion on Python 2 and 3 Unique features of Python
Various IDE’s discussion
Demonstration of practical use cases
Python use cases using data analysis .
First Installing python
Setting up Python environment for development
Installation of Jupyter Notebook
How to access python course material using Jupyter
Write your first program in python
Python built-in functions
Number objects and operations
Variable assignment and keywords String objects and operations
Print formatting with strings
List objects and operations
Tuple objects and operations
Dictionary objects and operations
Sets and Boolean
Object and data structures assessment test
Introduction to Python statements
Control flow statements in python: If, elif and else statements
Comparison operators
Chained comparison operators
What are loops For loops
While loops
Useful operators
List comprehensions
Statement assessment test
Game challenge
What are various types of functions
Creating and calling user defined functions
Function practice exercises
Lambda Expressions
Map and filter
Nested statements and scope
Args and kwargs
Functions and methods assignment
Process files using python
Read/write and append file object
Using file functions
File pointer and operations
Introduction to error handling
Try, except and finally
Python standard exceptions
User defined exceptions
Unit testing
File and exceptions assignment
Object oriented features
Implement object oriented with Python
Creating classes and objects
How to create class attributes
Creating methods in a class
Inheritance
Polymorphism
Special methods for class
Assignment – Creating a python script to replicate deposits and withdrawals in a bank with appropriate classes and UDFs.
Install packages on python
Introduction to pip, easy_install
Multithreading
Multiprocessing
Why Learn Python Programming?
Python is a popular programming language worldwide used by many companies because it saves money and most importantly is easy to read. It has simple syntax & vocabulary to pick up relatively quickly, especially compared to more complex languages like C, C++ , Java, etc.
It’s a best choice for software developers who want to do data analysis and statistics. Python is great for machine learning too. It’s especially good for freshers in software development, Also who are from NON-IT background can easily learn Python Programming.
CodeZs has been the leading training institute in Pune, offering Python classes since 2016. The instructors are working professionals with over 10+ years of experience in the industry. Additionally, they have successfully trained more than 2000 students.
At CodeZs Python batches ,students come from various backgrounds, including IT and non-IT. Therefore, the course starts at a basic level to ensure that all candidates can easily grasp the concepts.
Learning Python Programming from experts can speed up your learning and provide you with practical skills for real-time projects.
Does your institution provide a Python With SQL Course?
Yes, we do provide a Python With SQL course In Pune. In this course, we cover SQL CRUD Operations, and we can also provide database management projects as part of our Python with SQL course in Pune.
As we discussed earlier, Python programming is great for analyzing and changing data, mainly because of libraries like Pandas and NumPy. When you use SQL with Python, you can easily work with databases. You can get data using SQL queries and do advanced analysis using Python’s advanced libraries.
The main reason Codezs offers Python with SQL is because having knowledge of both SQL and Python offers lots of job options.
You can work in data analysis, database management, software engineering, data science, or business intelligence. Most companies look for people who can do both SQL and Python for jobs involving data.
Does your institution provide a Python With SQL Course?
Yes, we do provide a Python With SQL course In Pune. In this course, we cover SQL CRUD Operations, and we can also provide database management projects as part of our Python with SQL course in Pune.
As we discussed earlier, Python programming is great for analyzing and changing data, mainly because of libraries like Pandas and NumPy. When you use SQL with Python, you can easily work with databases. You can get data using SQL queries and do advanced analysis using Python’s advanced libraries.
The main reason Codezs offers Python with SQL is because having knowledge of both SQL and Python offers lots of job options.
You can work in data analysis, database management, software engineering, data science, or business intelligence. Most companies look for people who can do both SQL and Python for jobs involving data.
What are career opportunities trending for job applicants with Python skills?
Knowledge of Python provides many opportunities in different industries due to its widespread use in software development. While some of the work opportunities are obvious, the following are the three job profiles popular among python programmers,
a) Python Developer
b) Data Engineer
c) Data Analyst
d) Data Scientist
e) Software Developer
f) and many more