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OPT Training in Data Science


Learn the most critical digital skill gaps and plan to close them with Data Science online training.


What Our Data Science Course Is All About

Companies need to harness the insights in their data to acquire and retain today’s increasingly empowered customers. The knowledge of this course helps businesses to transform massive data into an actionable plan. Data scientists are therefore in demand and the need will only increase.

Vectorsoft provides one of the best data science courses which focuses on helping individuals learn to analyze data, communicate data findings, and draw predictions using the latest technologies.

This course experts at Vectorsoft provide you with the knowledge, hands-on experience, and competency to qualify for Data Analyst jobs. Once you complete your Data Science and Analytics course, you will be able to do it all in data analytics.

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Course objectives

This Data Science online course is designed to prepare students and individuals to become data-driven decision makers that companies are looking for.

Who is this course for?

Graduates, professionals, or anyone looking to build a career in Data Science

Level of depth

  • Beginners: Get an introduction to the technology and understand its fundamentals
  • Intermediate: Learn the current features and how they will benefit present and future generations
  • Advanced: Get deep insights into its applications and receive hands-on experience with its development process
1: Introduction
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  • Why Data Science?
  • Key Skills
  • Tool and Algorithms
  • Role of Data Scientist
2: Data Science Tools
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  • Popular tools and their features
  • Jupyter Noteboos, Rstudio IDE, GitHub, Watson Studio
  • IBM Cloud, Class Labs
  • Code in Python and R
  • Creare and Share Jupyter Notebook
3: Method
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  • Steps to solve data science problem
  • Business understanding and analytical approach
  • Data Requirements, Data Collection stages
  • Data Modelling and characteristics of the modelling process
  • Model Deployment
4: Python Basics for Data Science
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  • Python and its fundametal uses
  • Application of Python to Data Science
  • Variables in Python
  • Data Structures and Data Analysis
  • IO operations and File operations in Pythong
  • User Pandas, data analysis and manipulation
5: SQL for Data Science
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  • Fundamental Knowledge of SQL
  • Create a database in cloud
  • User string patterns and ranges to query data
  • Sort, Group data sets by type
  • Analyze data on DB using Python
6: Analyse Data With Python
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  • Analyse and Prepare data
  • Data Visualization and predict future trends
  • Load, manipulate, analyze and visualize datasets. Use Pandas
7: Visualizing Data with Python
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  • Understanding of Data Visualization
  • Libraries in python, including Matplotlib, Seaborn and Folium
  • Pie charts, box plots, scatter plots and bubble plots
  • Advanced visualization - Waffle charts, word clouds, seaboard and regression plots
  • Maps and visualize geospatial data
8: Machine Learning with Python
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  • ML application in various fields
  • Supervised and Unsupervised learning
  • Visulization Tools
  • Unsupervised learning algorithms, clustering and dimensionality reduction
  • Statistical mdoelling
  • Reallife examples
  • Recommender Systems and types of engines
9: Project Work
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What you will learn:

  • Apply your know to real like scenarios
  • Visualize data using Python
  • Predictive machine learning
  • Create and share actionable insights into real data problemts
  • Why Data Science?
  • Key Skills
  • Tool and Algorithms
  • Role of Data Scientist
  • Popular tools and their features
  • Jupyter Noteboos, Rstudio IDE, GitHub, Watson Studio
  • IBM Cloud, Class Labs
  • Code in Python and R
  • Creare and Share Jupyter Notebook
  • Steps to solve data science problem
  • Business understanding and analytical approach
  • Data Requirements, Data Collection stages
  • Data Modelling and characteristics of the modelling process
  • Model Deployment
  • Python and its fundametal uses
  • Application of Python to Data Science
  • Variables in Python
  • Data Structures and Data Analysis
  • IO operations and File operations in Pythong
  • User Pandas, data analysis and manipulation
  • Fundamental Knowledge of SQL
  • Create a database in cloud
  • User string patterns and ranges to query data
  • Sort, Group data sets by type
  • Analyze data on DB using Python
  • Analyse and Prepare data
  • Data Visualization and predict future trends
  • Load, manipulate, analyze and visualize datasets. Use Pandas
  • Understanding of Data Visualization
  • Libraries in python, including Matplotlib, Seaborn and Folium
  • Pie charts, box plots, scatter plots and bubble plots
  • Advanced visualization - Waffle charts, word clouds, seaboard and regression plots
  • Maps and visualize geospatial data
  • ML application in various fields
  • Supervised and Unsupervised learning
  • Visulization Tools
  • Unsupervised learning algorithms, clustering and dimensionality reduction
  • Statistical mdoelling
  • Reallife examples
  • Recommender Systems and types of engines
  • Apply your know to real like scenarios
  • Visualize data using Python
  • Predictive machine learning
  • Create and share actionable insights into real data problemts

Why Choose Vectorsoft For OPT Training in Data Science

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Become A Data Scientist

We help you build a solid foundation to succeed with data science and deliver value to promising organizations by achieving your dream career.

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Upskilling Experience

Vectorsoft’s Data Science training program helps you close skill gaps with highly personalized learning that can reshape your role in an organization.

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Right-sized Learning

We believe in self-paced learning, giving you the flexibility to learn in ways and at a time that is the most effective for you.

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Global Community

People around the globe can take the training in Data Science at Vectorsoft. Thus, enabling you to interact and collaborate with ...more

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Develop Technical Skills

If you haven’t been tech-savvy to date, our online Data Science classes will compel you to be one. You will learn to navigate across ...more

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Hands-on Experience

With Vectorsoft’s OPT training in Data Science, you gain practical knowledge on how to implement your course learnings.

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