Data Science Course in Noida Overview


Data science is the new buzz in the job market. The need for data scientists is growing. Have you considered data science as a career option? If not, then you must. Data science is fast gaining momentum, and there are many ripe opportunities in this field. Data science is an emerging industry. Therefore, it has ample space for growth.

If you don’t know exactly what data science is, then our data science training in Noida is the perfect choice for you. Data science is the process of analysing large sets of data using different methodologies. Data is analysed to extract meaningful insights and make informed decisions. As you know, a large amount of data is generated every day. Organisations need to maintain and analyse this data to make meaning out of it.

Data scientists are responsible for cleaning, organising, analysing and presenting large data sets. A data scientist must have technical skills in order to perform the various tasks. Our data science institute in Noida can impart all the necessary skills and knowledge you need to kickstart your career in data science. So, what are you waiting for? Join KVCH today.

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Our data science courses are designed to impart complete knowledge of data science concepts. Data science is a pretty complex field. You need certain technical skills to analyse the data and find key insights. Data science does not just include data analytics. It includes various other activities like data presentation, report generation, data mining, and much more. The objective of our data science course is to equip our students with the skills that will help them get guaranteed placement.

If you enrol in our data science training institute in Noida, you’ll learn:

  • The fundamentals of data science
  • Emerging trends in the data science field
  • Statistical methods of data analysis
  • Data presentation and visualisation
  • Machine learning and AI basics
  • Tools like Tableau and Power BI

If you look at the career growth opportunities in data science, then the list is very long. Data science is a very vast field. You can start your career as a data analyst and gain more skills. You can move further into AI and ML, both promising and progressive careers. KVCH provides data science course in Noida with placement assistance. So you don’t have to worry about getting a job.

You can explore the following fields once you get trained in data science:

  • Data analysis
  • Machine learning
  • Business intelligence
  • Data architecture
  • Business analytics
  • Data mining
  • Artificial intelligence

Our data science institute in Noida will help you easily start a career in this field. Our instructors offer training with enthusiasm.


Data science roles offer lucrative salaries. Even at the entry-level, you can expect to get high pay compared with other job profiles. According to Glassdoor, the average salary of a data scientist is ₹12,00000 per year in India. The average pay range is between ₹7 lacs and ₹19 lacs. Although data science roles are more demanding and challenging, the financial benefits are also high.

Choose KVCH today for data science training in Noida and learn all the skills to become a data scientist. The job market is full of opportunities in the data science field. Our data science course in Noida with placement assistance, is your gateway into the data science field.


Data science has gained popularity due to many reasons. Humans generate a large volume of data every second. This data is crucial for businesses to understand their customers and serve them better. The analysis of vast amounts of data is made possible by data science. It is data scientists who are responsible for analysing this data and presenting it in a comprehensible way.

Data scientists generate reports that help businesses make informed decisions. Data visualisation and presentation help various parties understand the data easily. The higher authorities can then make decisions to increase customer satisfaction by offering better services. Enrol in our data science course in Noida and learn all about data science.


There is a demand for skilled and expert data scientists all over the world. You can train at our data science training institute in Noida and work in India or abroad. If you search for vacancies in data science, you will find that there are many companies that are hiring actively. Our data science course in Noida with placement assistance will definitely help you get a guaranteed job.

Data science opens the doorway to many industries. You can work in the healthcare sector, finance sector, retail sector, e-commerce, entertainment sector, marketing, etc. As a fresher, you can start at the entry-level. With experience, you can go for higher levels. Our data science institute in Noida will help you connect with recruiters from different industries.


Our data science training in Noida culminates with a coveted certificate. This certificate will bear your name and the training head’s signature. This certificate will act as proof of your skills and training. You can add it to your resume to make it more attractive. You can also carry your data science certificate to interviews to stand out from other candidates.

Do you have a knack for analytics and business intelligence? If yes, then KVCH’s data science training institute in Noida is the ultimate destination for you. With our affordable and progressive courses, you will learn all about data science. Build your career in advanced fields like AI and ML with our data science training in Noida.

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Data Science Curriculum


  • What is Analytics and Data Science?
  • Overview of Data Science and Analytics
  • Why Analytics is is becoming popular now?
  • Application of Analytics in business
  • Analytics Vs Data warehousing and MIS Reporting
  • Various Terminology in Analytics
  • Various Analytics Methodology
  • How businesses are using the power of Analytics?
  • Various Analytics tools and their usage
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  • Installing Python Anaconda Distribution
  • Python native data types
  • Basic programming concepts
  • Python data science packages overview
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  • Python Objects
  • Math and Comparison Operators
  • Conditional Statement
  • Loops
  • Functions
  • Exception handling
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  • Overview and history of python
  • Python Installation
  • Introduction to python Editors and IDE’S (Canopy, Pycharm, Jupyter, Rodeo etc.)
  • Understand Jupyter notebook and customize settings
  • Concept of Packages/Libraries – Important packages (NumPy, SciPy, Scikit-learn, Pandas, Matplotlib etc.)
  • Installing and loading Packages and Name Spaces
  • Data Types and Data objects/structures (strings, tuples, lists, dictionaries)
  • List and Dictionary Comprehensions
  • Variables and Value Labels – Date and Time Values
  • Basic Operations – Mathematical – String –Date
  • Reading and writing data
  • Simple plotting
  • Control flow and conditional statements
  • Debugging and Code profiling
  • How to create class and modules and how to call them?
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  • What is Numpy?
  • Importing Numpy
  • Numpy overview
  • Numpy Array creation and basic operation
  • Numpy universal function
  • Selecting and retrieving data
  • Data slicing
  • Iterating Numpy Data
  • Shape Manipulation
  • Stacking and Splitting Arrays
  • Copies and Views: no copy, shallow copy, deep copy
  • Indexing: Arrays of indices, Boolean Arrays
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  • Selecting data from Pandas DataFrame
  • Slicing and dicing using Pandas
  • GroupBy/Aggregate
  • Strings with Pandas
  • Cleaning up messy data with Pandas
  • Dropping Entries
  • Selecting Entries
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  • Data Alignment
  • Sorting and Ranking
  • Summary Statistics
  • Missing Values
  • Merging data
  • Concatenation
  • Combining Data Frames
  • Pivot
  • Duplicates
  • Binning
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  • Importing Pandas
  • Pandas overview
  • Object creation : Series Object , DataFrame Object
  • View Data
  • Selecting data by Label and Position
  • Data Slicing
  • Boolean Indexing
  • Setting Data
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  • Applying functions to data
  • Histogramming
  • String methods
  • Merge Data: Concat, Join and Append
  • Grouping and Aggregation
  • Reshaping
  • Analysing Data for missing values
  • Filling missing values: fill with constant, forward filling, mean
  • Removing Duplicates
  • Transforming Data
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  • Anatomy of a MatplotLib Plot
  • Matplotlib basic plots and it’s containers
  • A Matplotlib figure, it’s components and properties
  • Axes and other graphical objects
  • Pylab and Pyplot
  • Data for Matplotlib Plots
  • What is a Subplot?
  • Modifying size of figures
  • Plotting routines with pyplot
  • Customizing your pyplot
  • Deleting an Axes
  • Setting up Plot Title, Axes Labels, Legend, Layout
  • Showing, Saving and Closing your Plot
  • Save a Plot to an image file and pdf file
  • Use cla(), clf() or close
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  • Two areas of statistics in data science
  • Applied statistics in business
  • Descriptive Statistics
  • Inferential Statistics
  • Statistics terms and definitions
  • Type of data
  • Quantitative vs Qualitative data
  • Data measurement scales
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  • Sampling Data, with and without replacement
  • Sampling methods, Random vs Non-Random
  • Measurement on Samples
  • Random sampling methods
  • Simple random, Stratified, Cluster, Systematic sampling
  • Biased vs unbiased sampling
  • Sampling Error
  • Data Collection methods
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  • Measures of Central Tendencies
  • Mean, Median and Mode
  • Data Variability: Range, Quartiles, Standard Deviation
  • Calculating Standard Deviation
  • Z-Score/Standard Score
  • Empirical Rule
  • Calculating Percentiles
  • Outliers
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  • Distribution Introduction
  • Normal Distribution
  • Central Limit Theorem
  • Histogram – Normalization
  • Other Distribution: Poisson, Binominal etc.
  • Normality Testing
  • Skewness
  • Kurtosis
  • Measure of Distance
  • Euclidean, Manhattan and Minkowski Distance
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  • Hypothesis Testing
  • Null Hypothesis, P-Value
  • Need for Hypothesis Testing in Business
  • Two tailed, Left tailed and Right tailed test
  • Hypothesis Testing Outcomes: Type 1 & 2 errors
  • Parametric vs Non-Parametric Testing
  • Parametric Tests, T-Tests : One sample, two sample , paired
  • One way ANOVA
  • Importance of Parametric Tests
  • Non Parametric Tests: Chi-Square, Mann-Whitney, Kruskal-Wallis etc
  • Which Test to Choose?
  • Ascerting accuracy of data
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Data Science Features

Instructor-led Live SessionsInstructor-led Live Sessions

KVCH experts with in-depth knowledge create a focused learning environment by presenting learners with real-world industry problems and focusing on solutions.

Live Training SessionsLive Training Sessions

During our certified training, seasoned instructors and industry experts conduct remote sessions to share their extensive knowledge with the learners.

Flexible Curriculum Flexible Curriculum

Professionals can obtain in-depth knowledge of cutting-edge digital marketing training by taking advantage of the availability of specialised certificates.

 Expert Support Expert Support

Through a ticketing system that operates around the clock, our technical support staff is available to answer any questions you may have.

Certification Certification

Upon finishing the course and the assigned tasks, you will be awarded a certificate from KVCH, recognising your accomplishment as a data scientist.

Assignments Assignments

There is a quiz at the end of each lesson that must be completed before the next lesson begins to test your understanding.

What are the benefits of our training program?

  • Live, interactive training by experts.
  • Curriculum that focuses on the learner.
  • Challenge-based, hands-on project work.
  • Testing of Expertise in a Variety of Areas.
  • Opportunities for team building.
  • Cost- saving training.
  • Convenient for your employees.
  • Completely tailor-made curriculum.
  • Post training support and query management.
  • Regular feedbacks to monitor training effectiveness.

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Data Science Certification

Earn your certificate

On successful completion of the training, you are awarded with a Certificate in Data Science. The certificate is recognised by top companies and helps in career growth.

KVCH Data Science Certificate holders work at various companies like (TCS, Accenture, Infosys) etc.

Share your achievement

Once you get your certificate, you can share it on your online profiles like LinkedIn. Sharing your certification with your connections will help you acquire your dream job.

Data Science FAQs

What is the duration of your data science course in Noida?

The duration of our data science course is around six to eight months. If you are a complete beginner, it will take more time to fully learn all the skills. If you are already familiar with basic technical skills, then you can learn faster. You can customise the duration of the course as per your intellect.

Is data science a hard field?

A data scientist is responsible for analysing large amounts of data. It help businesses make informed decisions. You need to have knowledge of programming languages, databases, business intelligence tools, and much more. It is wrong to say that data science is a difficult field. It has its challenges, but as you work on more data sets, it gets interesting and easier.

What is the career option in data science?

There are many career options in data science. Data science is a vast field. You can work in ML, AI, business intelligence, data mining, business analytics, etc. You can work at top MNCs and grow professionally.

What is the cost of data science training in Noida?

Data science training provided at KVCH is affordable. You can customise the course as per your career goal. To know the price of our data science training, contact us today. Our counsellors will give you a detailed overview of our training and courses.

Why should I choose KVCH for data science training?

KVCH offers a unique way of training. Our instructors are knowledgeable and impart training in an interactive way. You will be given tasks and assignments that will help you gain practical expertise.

How can I get in touch with you?

To join KVCH for data science training, call us or reach out to us via email. Our counsellors will get back to you and give you a detailed overview of our courses.

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What are the benefits of our training program?

Features/Benefits.

  • Live, interactive training by experts.
  • Curriculum that focuses on the learner.
  • Challenge-based, hands-on project work.
  • Testing of Expertise in a Variety of Areas.
  • Opportunities for team building.
  • Cost- saving training.
  • Convenient for your employees.
  • Completely tailor-made curriculum.
  • Post training support and query management.
  • Regular feedbacks to monitor training effectiveness.
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