Introduction to Data Science Course in Pune

In today’s data-driven world, Data Science is one of the most sought-after and rewarding fields. Our comprehensive Data Science course in Pune equips you with the skills to analyze and interpret structured and unstructured data, making you a highly valuable professional in any industry.

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Why Choose Data Science?

The role of a data scientist is exciting, high-paying, and in massive demand. Choosing Data Science as a career can unlock numerous growth opportunities in India and globally.

  • High demand for professionals
  • Lucrative salaries compared to other jobs
  • Long-term career growth

Is Certification Needed?

Yes. Most companies require a valid Data Science certification to validate your skills and expertise. Certification proves your knowledge and makes you more competitive in the job market.

Why Choose Techdata Solutions?

  • Expert Faculty: Highly experienced instructors in Data Science.
  • Flexible Learning: Classroom & live online sessions.
  • Structured Curriculum: Designed for beginners and professionals alike.
  • Mentorship: Dedicated trainer support.
  • Hands-on Projects: Real projects to apply knowledge.
  • Assignments: 60+ exercises for practice.
  • Career Support: Assistance to get your dream job.

What Will You Learn?

  • Linear Regression, Logistic Regression, Multinomial Regression, Hypothesis Testing
  • Data Mining: Text Mining, NLP, Dimension Reduction
  • Basics of Classifiers & Machine Learning
  • Value-Added Courses: Python, Azure, MySQL, Tableau, Hadoop, Spark

Who Should Enroll?

Our course is perfect for anyone interested in Data Science. Particularly beneficial for:

  • Six Sigma Consultants
  • Statisticians
  • Economists
  • Software Programmers
  • Business Analysts
  • Professionals in Data Warehousing, BI, Reporting Tools

Even freshers with logical and analytical skills can join and succeed!

Start Your Data Science Journey Today!

Get trained by experts and secure your dream job in the fastest-growing field.

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PART A – Python for Data Science

Module 1 (Python Programming Basics)

Learning Objectives – In this, you will understand basic of python.

  • Installing Jupyter Notebooks
  • Python Overview
  • Python Identifiers
  • Various Operators and Operators Precedence
  • Getting input from User,Comments,Multi line

Learning Objectives – In this module, you will understand to work with different Python data types.

Topics-

  • Mutable and immutable Data Types
  • Python Lists, Tuples, Dictionaries and Sets
  • Accessing Values
  • Basic Operations
  • Indexing, Slicing, and Matrixes Built-in Functions & Methods
  • Exercises on List, Tuples And Dictionary

Learning Objectives – In this module, you will understand different Conditional and Loop statements in Python.

Topics

  • Understanding and using Simple if Statement,
  • Understanding and using if-else Statement
  • Understanding and using if-elif Statement.
  • Introduction To while Loops.
  • Introduction To for Loops
  • Using continue and break

Learning Objectives – In this module, you will learn about how to use and create functions in python

Topics

  • Introduction To Functions – Why Defining Functions
  • Creating user Define functions
  • Calling Functions
  • Anonymous Functions – Lambda expression

Learning Objectives – In this module, you will learn read and write the files in python

Topics

  • How to Create a Text File
  • How to Append Data to a File
  • How to Read a File
  • How to Read a File line by line
  • File Modes in Python
  • How to write the file

Learning Objectives – In this module, you will learn about the various functions and operation of NumPy .

Topic-

  • What is Numpy and how to install and use Numpy
  • Numpy v/s Lists
  • Creating Arrays from Python Lists
  • Creating Arrays from Scratch
  • NumPy Standard Data Types
  • NumPy Array Attributes
  • Array Indexing: Accessing Single Elements
  • Array Slicing: Accessing Subarrays
  • Reshaping of Arrays
  • Array Concatenation and Splitting
  • Summing the Values in an Array
  • Minimum and Maximum in Array
  • Array Sorting

Learning Objectives – In this module, you will learn about the various functions and operation of Pandas

Topics-

  • What is Pandas and how to install and use Pandas
  • Introducing Pandas Objects
  • Pandas Series Object
  • Pandas DataFrame Object
  • Data Indexing and Selection in Series and Dataframe
  • Pandas – Missing Data
  • Pandas – Aggregations
  • Pandas – GroupBy
  • Pandas – Merging/Joining
  • Pandas – Concatenation
  • Pandas – Sorting
  • Pandas – Date Functionality
  • Pandas – Timedelta

Learning Objectives – In this module, you will learn about the various functions and operation of Matplotlib which are for visualization.

Topics

  • What is matplotlib and how to install and use it
  • Introducing Matplotlib pyplot
  • Matplotlib – axes class
  • Matplotlib – Formating the axes
  • Matplotlib – Multiplot
  • Matplotlib – Subplot
  • Matplotlib – Bar Plot
  • Matplotlib – Histrogram
  • Matplotlib – Scatter plot
  • Matplotlib – Boxplot

Learning Objectives – In this module, you will learn about the various functions and operation of Scikit-learn which are for Machine learning.

Topics-

  • Machine learning Overview
  • Introduction to Scikit-learn
  • Installation of Scikit-learn
  • Scikit-learn – Preprocessing
  • Scikit-learn – Regression , Classification and Model Selection
  • Various case studies to understand and implement machine learning algo through Scikit-learn

Why Choose Techdata Solutions?

Practical Data Science & Analytics Courses in Pune — Build a real career in tech.

Expert Training

Industry-savvy trainers with 10+ years of real experience.

Job-Oriented Learning

120+ hours training + real projects designed for career success.

Real-Time Projects

10+ industry projects with assignments and hands-on practice.

Personal Attention

Limited students per batch for focused mentorship.

Premium Materials

Hard & soft copies + lifetime access to recorded sessions.

Placement Support

Resume prep, interview training & 100% placement assistance.

Learn Python, Machine Learning, and Data Analytics with hands-on training. Our Pune-based program prepares you with real business projects, practical skills, and confidence to succeed in today’s job market.

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