Certified Data Science with Python Professional

BY
Vskills

Get a deep dive in the world of data science by pursuing the Certified Data Science with Python Professional course by VSkills.

Mode

Online

Fees

₹ 3499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Vskills aims to provide certifications to individuals of pertinent qualifications based on skill tests conducted in an unbiased and secure manner. These certifications enable the students or professionals to broaden their job prospects and manifest their skills.

The Certified Data Science with Python Professional course by VSkills has been designed to give the learners a deeper insight into the concepts of Data Science and develop their skill set for the same. Data science has become crucial for arithmetical and predictive statistical analysis.

This course intends to provide the participants with a comprehensive introduction of the various essentials and techniques of Data Science. It will acquaint the participants with the use of Python in data science as python becomes a vital tool for any data science analyst as well as a data scientist. They will be trained to use python, control flow tools, Numpy arrays for indexing, slicing and iterating and inspecting outliers and data types for making data-driven decisions. They will understand the process of data visualization with the help of seaborn package and the various stages of machine learning.

The highlights

  • Government certification
  • Online learning 
  • Lifelong e-learning access
  • Certification valid for life
  • Industry valued certification
  • Job profile viewership on Shine and Monster

Program offerings

  • Online e-learning access
  • Practice tests
  • Reading material

Course and certificate fees

Fees information
₹ 3,499
  • The fee amount for Certified Data Science with Python Professional course by VSkills is Rs. 3,499.

Fees payable for Certified Data Science with Python Professional course by VSkills

Head

Amount

Programme Fees

Rs. 3,499

certificate availability

Yes

certificate providing authority

Vskills

Who it is for

Certified Data Science with Python Professional course will benefit:

  • IT specialists
  • IT analysts
  • Statisticians
  • Computer scientists

Eligibility criteria

Certification Qualifying Details

The course certification for Certified Data Science with Python Professional course by VSkills will be awarded only to those participants who attain a minimum of 25 marks/50 percent in their online exam of 50 marks.

What you will learn

Data science knowledge Knowledge of python Knowledge of numpy

As the participants near the end of Certified Data Science with Python Professional course by VSkills they will have a clear perspective about the following:

  • The basics of Data science
  • Understanding the applicability of Python in data science
  • Learning about Numpy and its various functions in data science
  • Getting familiar with the process of inspection and cleaning data
  • Understanding the regression and clustering of data in machine learning

The syllabus

Introduction to Data Science

  • Introduction to data science
  • What is Big Data
  • Using Data Wisely
  • Application Examples
  • Data Science Process Flow

Python Essentials for Data Science

  • Installing python and text editor
  • Introduction to python
  • Python Objects
  • Exercise 1
  • Indexing & Slicing
  • Python lists, tuples & dictionaries
  • Mutable & Immutable Objects
  • User-defined Functions
  • Built-ins & Methods
  • Control Flow Tools
  • Modules, Libraries & Packages
  • Introduction to Jupyter Notebook
  • Essential Data Science Packages

Data ScienceToolBox - 1

  • Introduction to Numpy
  • Creating a Numpy Array
  • More Array Creation techniques
  • Exercise 1
  • Indexing, Slicing& Iterating with Numpy Arrays
  • Exercise 2
  • Introduction to Matplotlib
  • Plotting with the plot function
  • Histogram
  • Scatter Plot
  • Box Plot
  • Adding a Legend
  • Creating Subplots
  • Lambda Functions
  • List Comprehensions

Data Science ToolBox - 2

  • Introduction to Pandas
  • Pandas Series
  • Pandas DataFrames
  • Pandas DataFrames 2
  • Input-Output Tools
  • Start your first Case Study
  • Iterators
  • Generators

Importing & Cleaning Data

  • Importing Flat Files
  • Pickled Files
  • Importing from a URL
  • Using APIs & JSONs
  • Inspecting Data Types
  • Inspecting Outliers
  • Finding Correlation & Duplicates
  • Handling Missing Data
  • Regular Expressions

Data Visualization with Statistical Thinking

  • Introduction to Seaborn Package
  • SeabornDistplot
  • SeabornDistplot 2
  • SeabornJointplot
  • SeabornHexplot
  • SeabornPairplot
  • Seaborn Boxplot
  • SeabornViolinplot&Swarmplot
  • SeabornCountplot
  • Heatmap
  • Exercise – Studying the feature correlation
  • Feature Selection
  • Feature Scaling
  • Applying Feature Scaling & Feature Extraction
  • Feature Extraction using PCA

Introduction to Machine Learning with Scikit-Learn

  • Introduction to Machine Learning
  • Supervised & Unsupervised Machine Learning
  • Classification
  • Regression
  • Clustering
  • Scikit-Learn - Naïve Bayes Algorithm
  • Scikit-Learn - Decision trees
  • Scikit-Learn - Random Forest
  • Scikit-Learn - Linear Regression
  • Scikit-Learn - Logistic Regression
  • Scikit-Learn - Support Vector Machines
  • Scikit-Learn – kNN(K Nearest Neighbours)
  • Scikit-Learn – K Means

Practice with Case Studies

Admission details


Filling the form

Participants who want to seek admission in Certified Data Science with Python Professional course by VSkills programme should observe the steps given below:

Step 1: Candidates can visit the website of the course to start their enrolment process.

Step 2: The option to buy the course will be available on the website; candidates have to select the buy now option.

Step 3: They will be shown to the checkout page where they are required to register with Vskills to proceed further with the purchase.

Step 4: After the registration is completed, candidates have to choose the method for payment and then press ‘Continue’.

Step 5: Candidates will be shown their cart details before confirming the order.

Step 6: After confirming the order, they will be taken to the payment page to pay the course fees in order to get access to the course.

How it helps

The Certified Data Science with Python Professional course by Vskills is a chance for professionals or students to develop their skill set in data science. The online learning mode and flexible exam schedule will make it easier for the participants to earn at their own pace. 

This course will expand the career opportunities and earning potential of the participants. This certification will add value to their skill set as well as their resume.

After the completion of this course, the participants will benefit hugely by having built a strong foundation in data science. They will be skilled enough to use python in data science to go beyond the theories of data science. With python becoming an indispensable tool for data science, participants with their knowledge of python shall become an indispensable tool for their companies. 

They are expected to join as certified professionals, companies like KPMG, Accenture, Cognizant and TCS specializing in Data Science related activities. The course offerings will ensure the understanding and retention of the concepts.

FAQs

Why is the Vskills certification required?

Vskills provides certification to individuals providing confirmation that they are skilled enough to perform a job. This certification is likely to increase the job prospects and value of their skill set.

How are the participants recruited?

Participants get increased visibility amongst potential recruiters looking for skilled candidates on MonsterIndia and Shine.com. Employment opportunities are provided by MNCs, job consultants and companies who are placement partners of Vskills.

How does the placement process take place?

As a part of the placement process, certified participants are tagged on MonsterIndia and Shine.com, their details are also shared with the recruitment partners of Vskills. Participants receive job opportunities as applicable.

How long will the exam be?

Vskills Certification Exam is an online exam of one hour (1 hour). It can be taken by the participants anytime and anywhere.

Can I access the profile of the participants?

The profiles of the candidate can be accessed from Vskills interface only after registered as a recruitment partner on Vskills.

Does Vskills charge any fee for placement?

Vskills provides placement assistance to its certified participants. It does not charge any fees for providing placement assistance to its participants.

Is there a refund policy?

According to the policy of Vskills, under no circumstances can fees be refunded to the participants after registration, unless it is an unavoidable situation.

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