Data Science with Python Training in Faridabad

SKU: 10975
12 Lesson
|
40 Hours
igmGuru is a renowned Data Science with Python training institute in Faridabad. Our course content is curated by industry experts to help you learn Python from basic to advanced level. We have delivered this training to more than 500+ individuals. Enroll today and successfully become Data Scientist, Data Analyst, Data Engineer, and more.

Python Course in Faridabad Overview

IgmGuru offers Data Science with Python Training in Faridabad. Data Science with Python Course in Faridabad has been designed after consulting with industry expert. The reason we have done this is because IgmGuru wanted to embed the topics and techniques which are practiced and are in demand in the industry – conduct them with the help of pedagogy which is followed across universities.In doing so, IgmGuru make our learners more industry/job-ready and this course is the gateway towards your Data Science career.

IgmGuru is one of the best Python Training Institute in Faridabad which delivers a high level of quality training with the help of Industry Expert Professionals. Our course content includes essential topics such as Python for Devops, Python Developer Skills and more.

The demand and the supply gap for a data scientist is ever increasing. In fact, in one of its surveys, IBM predicts increment in data science jobs to be 364,000 to 2720,000 in 2020 which is only going upwards in the subsequent years. Python, as a programming language, is immensely popular for building data science-based applications owing to its simplicity, and large community support and ease of deployment. Increasing Python Developer Salary is also the reason many professionals are adopting this skill to advance their career. Our experienced professionals also guide you on How to Become a Python Developer.

IgmGuru's Data Science with Python Online Course in Faridabad has been designed keeping in mind about learners who have zero to some level of exposure to Python. Any ideal session in this course would dedicate a good amount of time to understanding the theoretical part after which we will be moving on to the application of theoretical concepts by doing hands-on these statistical techniques. You would be provided with a lot of data set to practice things during the session and also to practice later on in the form of self-study which will help you in your journey of applied data science with python.

The three main pillars of Data Science with Python Training in Faridabad.

  1. Application of mathematical and statistical concepts
  2. Expressing them using a programming language or a tool/platform
  3. Particular business domain

The Data Science with Python Training in Faridabad modules focuses on explaining various use cases, some of the very famous applications/services which use Python, and then we gradually move to understand data science workflow using Python theoretically. We will help you understand the basic components of any data science model, right from fetching your data from your database to building a model that is in a deployable form.

What are the key deliverable's in Data Science with Python Course in Faridabad

As you will progress in the Data Science with Python Online Training in Faridabad, you will get to know the below things

  • Statistics for data science
  • Basic data cleaning techniques for model building
  • Converting your raw data into a machine consumable format
  • Working principle of machine learning models and their applicability
  • Understanding the parameters required for checking model accuracy
  • Deploying the model to make it available as a service
  • Maintaining the model over a period of time
  • What is Data Science in Python

With respect to the above steps, you will also learn how to use data science specific libraries in Python eg. Frequently used libraries in data cleaning like NumPy, pandas, spicy, groupby, merge; data plotting libraries like matplotlib, seaborn; machine learning-based modules available inside scikit learn for building various regression and classification based algorithms, libraries to check model accuracy like confusion matrix, MSE, RMSE, Natural Language-based libraries like NLTK, genism, VADER. 

A good amount of content has also been dedicated to Natural Language Processing techniques and various web scraping methodologies. Of late, NLP is gaining a lot of popularity owing to use in our day to day life eg. Mails, tweets, FB posts, WhatsApp chats are ideal input for any NLP based models. You are very likely to experience NLP based openings which is now-a-days considered to be a speciality within the Machine Learning branch. 

Hence assessing the market based demands, we have specifically designed modules to upskill you in this area as well – mostly its applied data science with python A very significant model in the area of NLP is Sentiment Analysis which is something we will be building to start things of and will move on to build much complex algorithm in this area.

Key Features

Python Training in Faridabad Modules

1. Data Science
2. Data Scientists
3. Examples of Data Science
4. Python for Data Science
1. Introduction to Data Visualization
2. Processes in Data Science
3. Data Wrangling, Data Exploration, and Model Selection
4. Exploratory Data Analysis or EDA
5. Data Visualization
6. Plotting
7. Hypothesis Building and Testing
1. Introduction to Statistics
2. Statistical and Non-Statistical Analysis
3. Some Common Terms Used in Statistics
4. Data Distribution: Central Tendency, Percentiles, Dispersion
5. Histogram, Bell Curve, Hypothesis Testing
6. Chi-Square Test, Correlation Matrix, Inferential Statistics
1. Introduction to Anaconda
2. Installation of Anaconda Python Distribution - For Windows, Mac OS, and Linux
3. Jupyter Notebook Installation, Jupyter Notebook Introduction
4. Variable Assignment
5. Basic Data Types: Integer, Float, String, None, and Boolean; Typecasting
6. Creating, accessing, and slicing tuples
7. Creating, accessing, and slicing lists
8. Creating, viewing, accessing, and modifying dicts
9. Creating and using operations on sets
10. Basic Operators: 'in', '+', '*', Functions, Control Flow
1. NumPy Overview
2. Properties, Purpose, and Types of ndarray
3. Class and Attributes of ndarray Object
4. Basic Operations: Concept and Examples
5. Accessing Array Elements: Indexing, Slicing, Iteration, Indexing with Boolean Arrays
6. Copy and Views, Universal Functions (ufunc)
7. Shape Manipulation, Broadcasting, Linear Algebra
1. SciPy and its Characteristics, SciPy sub-packages
2. SciPy sub-packages –Integration, SciPy sub-packages – Optimize
3. Linear Algebra
4. SciPy sub-packages – Statistics, SciPy sub-packages – Weave
5. SciPy sub-packages - I O
1. Introduction to Pandas
2. Data Structures, Series, DataFrame, Missing Values
3. Data Operations, Data Standardization
4. Pandas File Read and Write Support
5. SQL Operation
1. Introduction to Machine Learning
2. Machine Learning Approach
3. How Supervised and Unsupervised Learning Models Work
4. Scikit-Learn
5. Supervised Learning Models - Linear Regression, Logistic Regression
6. K Nearest Neighbors (K-NN) Model
7. Unsupervised Learning Models: Clustering, Dimensionality Reduction
8. Pipeline, Model Persistence, Model Evaluation - Metric Functions
1. NLP Overview
2. NLP Approach for Text Data
3. NLP Environment Setup
4. NLP Sentence analysis, NLP Applications
5. Major NLP Libraries, Scikit-Learn Approach
6. Scikit - Learn Approach Built - in Modules, Scikit - Learn Approach Feature Extraction
7. Bag of Words, Extraction Considerations
8. Scikit - Learn Approach Model Training
9. Scikit - Learn Grid Search and Multiple Parameters
10. Pipeline
1. Introduction to Data Visualization
2. Python Libraries, Plots
3. Matplotlib Features: Line Properties Plot with (x, y), Controlling Line Patterns and Colors, Set Axis, Labels, and Legend Properties, Alpha and Annotation, Multiple Plots, Subplots
4. Types of Plots and Seaborn
1. Web Scraping
2. Common Data/Page Formats on The Web
3. The Parser, Importance of Objects
4. Understanding the Tree, Searching the Tree
5. Navigating options, Modifying the Tree
6. Parsing Only Part of the Document
7. Printing and Formatting, Encoding
1. Need for Integrating Python with Hadoop
2. Big Data Hadoop Architecture
3. MapReduce, Cloudera QuickStart VM Set Up
4. Apache Spark
5. Resilient Distributed Systems (RDD)
6. PySpark, Spark Tools
7. PySpark Integration with Jupyter Notebook
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Python Course Fees in Faridabad

Online Class Room Program

US $ 599.00
100% Money Back Guarantee
  • Duration : 40 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 29 May 2026
  • Weekday Batch 01 Jun 2026
  • Weekend Batch 30 May 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

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Data Science with Python Certification Exam

Official certification exam name is Data Science with Python - Certified Associate (varies by provider)

Exam Format

  • Duration: 90 to 120 minutes
  • Number of Questions: 60–80
  • Passing Score: 65–70%
  • Type: Multiple-choice, multiple-response, and coding-based questions
  • Mode: Online (proctored) or in-person at certified centers

Exam Cost

  • Fee: $150 to $295 USD depending on certification provider

igmGuru provides a Course Completion Certificate for Data Science with Python Training. This certification validates your knowledge in Python for data analysis, visualization, and basic machine learning concepts. It also confirms your understanding of tools such as Pandas, NumPy, Matplotlib, and Scikit-learn used in data science projects. This certification can support roles such as Data Analyst, Junior Data Scientist, and Python Developer.

Data Science with Python Certification Exam

Python Online Training in Faridabad FAQ

Yes, igmGuru offers several other online certification courses. These include specialized online certification courses, tailored to different levels. igmGuru, greatly emphasizes upskilling and boosting career opportunities across any industry sectors, with each online certification course designed to help learners enhance their expertise.

Yes, igmGuru offers several other online courses under Business Intelligence. These include specialized online courses, tailored to different skill levels. igmGuru greatly emphasizes upskilling and boosting career opportunities across IT industry sectors, with each online course designed to help learners enhance their expertise in Business Intelligence. Below are few courses.

Yes, IgmGuru delivers Data Science with Python Corporate Training in Faridabad.
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