Data Science with Python Certification Course

Data Science with Python Certification Course

Play Theeduplus route Preview VideoView Course Preview Video Data Science with Python Certification Course is permitted with the aid of using NASSCOM, aligns with enterprise standards, and authorised with the aid of using the Government of India. This route will assist you grasp critical Python ideas consisting of records operations, document operations, and numerous Python libraries consisting of Pandas, Numpy, Matplotlib which might be vital for Data Science. This route is nicely acceptable for specialists and beginners. This Python for Data Science certification schooling will even assist you recognize Machine Learning, Recommendation Systems, and plenty of extra Data Science ideas that will help you get began out together along with your Data Science career.

Why enroll for Data Science with Python course?

  • According to the U.S. Bureau of Labor Statistics, there will be around 11.5 million new jobs for Data Science professionals by 2026
  • Avail upto Rs 14,500* from Government of India (GOI) incentives after successfully clearing the mandatory NASSCOM Assessment
  • The national average salary of a data scientist is $119,563 per annum according to the U.S. Bureau of Labor Statistics

Curriculum Designed by Experts

Introduction to Python


  • Overview of Python
  • The Companies using Python
  • Different Applications where Python is Used
  • Discuss Python Scripts on UNIX/Windows
  • Values, Types, Variables
  • Operands and Expressions
  • Conditional Statements
  • Loops
  • Command Line Arguments
  • Writing to the Screen

Sequences and File Operations


  • Python files I/O Functions
  • Numbers
  • Strings and related operations
  • Tuples and related operations
  • Lists and related operations
  • Dictionaries and related operations
  • Sets and related operations

Deep Dive – Functions, OOPs, Modules, Errors and Exceptions


  • Functions
  • Function Parameters
  • Global Variables
  • Variable Scope and Returning Values
  • Lambda Functions
  • Object Oriented Concepts
  • Standard Libraries
  • Modules Used in Python
  • The Import Statements
  • Module Search Path
  • Package Installation Ways
  • Errors and Exception Handling
  • Handling Multiple Exceptions
Introduction to NumPy, Pandas and Matplotlib


  • Data Analysis
  • NumPy - arrays
  • Operations on arrays
  • Indexing slicing and iterating
  • Reading and writing arrays on files
  • Pandas - data structures & index operations
  • Reading and Writing data from Excel/CSV formats into Pandas
  • Metadata for imported Datasets
  • Matplotlib library
  • Grids, axes, plots
  • Markers, colours, fonts and styling
  • Types of plots - bar graphs, pie charts, histograms
  • Contour plots

Data Manipulation


  • Basic Functionalities of a data object
  • Merging of Data objects
  • Concatenation of data objects
  • Types of Joins on data objects
  • Exploring a Dataset
  • Analysing a dataset

Introduction to Machine Learning with Python


  • Python Revision (numpy, Pandas, scikit learn, matplotlib)
  • What is Machine Learning?
  • Machine Learning Use-Cases
  • Machine Learning Process Flow
  • Machine Learning Categories
  • Linear regression

Supervised Learning - I


  • What is Classification and its use cases?
  • What is Decision Tree?
  • Algorithm for Decision Tree Induction
  • Creating a Perfect Decision Tree
  • Confusion Matrix
  • What is Random Forest?

Dimensionality Reduction


  • Introduction to Dimensionality
  • Why Dimensionality Reduction
  • PCA
  • Factor Analysis
  • Scaling dimensional model
  • LDA
Supervised Learning - II


  • What is Naïve Bayes?
  • How Naïve Bayes works?
  • Implementing Naïve Bayes Classifier
  • What is a Support Vector Machine?
  • Illustrate how Support Vector Machine works?
  • Hyperparameter Optimization
  • Grid Search vs Random Search
  • Implementation of Support Vector Machine for Classification

Unsupervised Learning


  • What is Clustering & its Use Cases?
  • What is K-means Clustering?
  • How K-means algorithm works?
  • How to do optimal clustering?
  • What is C-means Clustering?
  • What is Hierarchical Clustering?
  • How Hierarchical Clustering works?

Association Rules Mining and Recommendation Systems


  • What are Association Rules?
  • Association Rule Parameters
  • Calculating Association Rule Parameters
  • Recommendation Engines
  • How Recommendation Engines work?
  • Collaborative Filtering
  • Content Based Filtering

Reinforcement Learning


  • What is Reinforcement Learning?
  • Why Reinforcement Learning?
  • Elements of Reinforcement Learning
  • Exploration vs. Exploitation dilemma
  • Epsilon Greedy Algorithm
  • Markov Decision Process (MDP)
  • Q values and V values
  • Q – Learning
  • Values


  • Data Visualization
  • Business Intelligence tools
  • VizQL Technology
  • Connect to data from File
  • Connect to data from Database
  • Basic Charts
  • Chart Operations
  • Combining Data
  • Calculations

Time Series Analysis


  • What is Time Series Analysis?
  • Importance of TSA
  • Components of TSA
  • White Noise
  • AR model
  • MA model
  • ARMA model
  • ARIMA model
  • Stationarity
  • ACF & PACF

Model Selection and Boosting


  • What is Model Selection?
  • Need of Model Selection
  • Cross – Validation
  • What is Boosting?
  • How Boosting Algorithms work?
  • Types of Boosting Algorithms
  • Adaptive Boosting
Statistical Foundations (Self-Paced)


  • What is Exploratory Data Analysis?
  • EDA Techniques
  • EDA Classification
  • Univariate Non-graphical EDA
  • Univariate Graphical EDA
  • Multivariate Non-graphical EDA
  • Multivariate Graphical EDA
  • Heat Maps

Data Connection and Visualization in Tableau (Self-paced)


  • Data Visualization
  • Business Intelligence tools
  • VizQL Technology
  • Connect to data from File
  • Connect to data from Database
  • Basic Charts
  • Chart Operations
  • Combining Data
  • Calculations

Advanced Visualizations (Self-paced)


  • Trend lines
  • Reference lines
  • Forecasting
  • Clustering
  • Geographic Maps
  • Using charts effectively
  • Dashboards
  • Story Points
  • Visual best practices
  • Publish to Tableau Online

Data Science with Python Course Description

Why Learn Data Science with Python?

Python has been one of the premier, flexible, and effective open-supply languages that is straightforward to learn, smooth to use, and has effective libraries for facts manipulation and analysis. For over a decade, It has been utilized in clinical computing and exceedingly quantitative domain names together with finance, oil and gas, physics, and sign processing. It's endured to be a favorite choice for facts scientists who use it for constructing and the usage of Machine studying programs and different clinical computations. Python cuts improvement time in 1/2 of with its easy to examine syntax and smooth compilation feature. Debugging packages is a breeze in Python with its constructed in debugger. It has advanced because the maximum favored Language for Data Analytics and the growing seek tendencies additionally suggest that it's miles the Next Big Thing and a have to for Professionals withinside the Data Analytics domain.

What are the objectives of our Data Science with Python Training Course?

After completing this Data Science using Python Certification course, you will be able to:
  • Programmatically download and analyze data
  • Learn techniques to deal with different types of data – ordinal, categorical, encoding
  • Learn data visualization
  • Using I python notebooks, master the art of presenting step by step data analysis
  • Gain insight into the 'Roles' played by a Machine Learning Engineer
  • Describe Machine Learning
  • Work with real-time data
  • Learn tools and techniques for predictive modeling
  • Discuss Machine Learning algorithms and their implementation
  • Validate Machine Learning algorithms
  • Perform Text Mining and Sentimental analysis
  • Explain Time Series and its related concepts
  • Gain expertise to handle business in future, living the present
Theeduplus offers the best online course for Python Data Science. Enroll now with our data Science with Python training and get a chance to learn from industrial giants.

Who should go for this Python Data Science online course?

Theeduplus's course is a good fit for the below professionals:
  • Programmers, Developers, Technical Leads, Architects
  • Developers aspiring to be a ‘Machine Learning Engineer'
  • Analytics Managers who are leading a team of analysts
  • Business Analysts who want to understand Machine
  • Learning (ML) Techniques
  • Information Architects who want to gain expertise in
  • Predictive Analytics
  • Professionals who want to design automatic predictive models

What are the prerequisites for this Data Science with Python Course?

The pre-specifications for Theeduplus's Python Data Science path education consists of the essential information of Computer Programming Languages. Fundamentals of Data Analysis practiced over any of the facts evaluation equipment like SAS/R can be a plus. However, you'll be supplied with complimentary “Python Statistics for Data Science” as a self-paced path after you join for the Data Science with Python certification path.

What is Data Science with Python Course fee?

The Data Science with Python course fee is INR 19,795.

Data Science with Python Course FAQs

What is Data Science with Python?

Data is all around us, and data science will help extract the information. Data science has many applications, and python can be used to implement them. Python is a generic language that can be used to build websites, backend APIs, and scripting. Python's built-in libraries, frameworks, and tools can be used to perform various operations in data science.

Why should I learn Data Science with Python Course?

Python is definitely one of the most popular languages in Data Science, which can be used for data analysis, manipulation, and visualization. It has access to many Data Science libraries, making it the perfect language for developing applications and implementing algorithms.

Where Can I Learn Data Science with Python Course?

Although there are many free learning resources available, finding one that teaches data science very well is recommended. You should choose a platform that will teach you interactively and has a curriculum designed to help you along your data science journey. Theeduplus is one such platform as we offer the best online python course for data science that will take you from beginner to data analyst in Python or data scientist.

Can I learn a Python Data Science course online?

Technology has made it easier and more efficient to learn online. It allows you to learn at your own pace without any barriers. theeduplus Data Science with Python certification course offers live classes and online access to study material from any location at any time. You will be able to grasp the key concepts quickly with our extensive and growing collection of tutorials, blogs, and YouTube videos. We offer a 24/7 support service to answer any questions you may have after your class ends.

Who are the instructors for the Python Data Science Course?

All the instructors at theeduplus! are practitioners from the Industry with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are trained by theeduplus for providing an awesome learning experience to the participants of Python Data Science Training.

What is the Data Science with Python Course duration?

It can take between five and 10 weeks to learn basic Python programming concepts, including object-oriented programming and basic Python syntax. It is important to note that the time it takes for Python programming depends on your experience with web development, data science, and other related fields.

How will I execute practical’s in Theeduplus's Data Science with Python Certification Course?

You will do your Assignments/Case Studies using Jupyter Notebook, already installed on your Cloud Lab environment, whose access details will be available on your LMS. You will be accessing your Cloud Lab environment from a browser. For any doubt, the 24*7 support team will promptly assist you.

Why is it essential to learn Data Science with Python course?

Python is preferred by data scientists over other languages because it has powerful machine learning libraries that can be used to build any machine learning algorithm. This allows for a better understanding of the current performance without sacrificing existing performance. These powerful frameworks allow data scientists to create the right neural networks. Python is the foundation of Google, YouTube and Instagram. It allows for multiple tasks to be automated and the use of these applications in various languages. The code is simple and well-documented. Many organizations are still not adopting a data-centric approach. The market lacks data literacy. To fill this gap in supply, you will need to study data science and its underlying areas by taking python data science training.

What is CloudLab?

CloudLab is a cloud-based Jupyter Notebook which is pre-installed with Python packages on the cloud-lab environment. It is offered by theeduplus as a part of the Python Data Science Course where you can execute all the in-class demos and work on real-life projects in a fluent manner. You’ll be able to access the CloudLab via your browser which requires minimal hardware configuration. In case, you get stuck in any step, our support ninja team is ready to assist 24x7.

Which kind of projects will be a part of this Data Science with Python Certification Course?

Project Title: Consumer Complaint Resolution 
Problem Statement: Predicting which complaints have a higher potential to be disputed and identifying systematic issues can help enhance the quality of communication and satisfactory resolution.

Does Theeduplus provide any free learning resource for Data Science using Python course?

If you are looking for free resources on Python and Data Science then read our blogs on Data Science tutorial, and Data Science Interview Questions.

What if I miss a Data Science with Python Course class?

You will never miss a lecture at theeduplus! You can choose either of the two options:
  • View the recorded session of the class available in your LMS.
  • You can attend the missed session in any other live batch.

What type of job can I get after completing a Data Science Python course?

This is an industry where opportunities are plenty, so once you have the education and qualifications, the jobs are waiting for you. To name a few, some of the most common job titles for data scientists include:
  • Business Intelligence Analyst
  • Data Mining Engineer
  • Data Architect
  • Data Scientist
  • Senior Data Scientist

Will I get placement assistance after Data Science with Python Training?

To help you in this endeavor, we have added a resume builder tool to your LMS. Now, you can create a winning resume in just 3 easy steps. You will have unlimited access to these templates across different roles and designations. All you need to do is, log in to your LMS and click on the "create your resume" option.

What are the other Data Science courses offered by Theeduplus apart from this Course?

Other Data Science courses offered by theeduplus are:
  • Data Science with R Programming Certification Training Course
  • Python Machine Learning Certification Training
  • Data Scientist Masters Program
  • Data Science Course - Advance Certificate Program with IIT Guwahati

Can I attend a demo session before enrollment?

We have a limited number of participants in a live session of Data Science with Python course to maintain the Quality Standards. So, unfortunately, participation in a live class without enrollment is not possible. However, you can go through the sample class recording and it would give you a clear insight into how the classes are conducted, quality of instructors and the level of interaction in a class.

Does Python help in Data Science?

Python has several built-in libraries, frameworks, and tools that can be used to implement various functions of data science. Python's syntax is much more understandable than other programming languages like Scala and R. It is a data science tool that allows you to explore data science concepts in the most effective way possible. This makes it a highly skilled language and makes it the ideal choice for the Data Science Field.

Is R better than Python for Data Science?

TIOBE, Stack Overflow, and RedMonk indicate that Python is the most popular programming language in the broader tech community. This doesn't necessarily make it better, but it does suggest that it is more popular and has a stronger community for support and development.

How is Python used in Data Science?

Python has become the most demanding language in the data science communities due to it's compatibility and easy to use syntax. You can learn even if you don’t have an engineering and science background. Its versatility and easy to understand makes Python the most sought after-skills that big organizations are looking for in a data science professional.

What will I get once I sign up for the Data Science with Python Course?

You can access all the Specialization courses when you sign up for the course. Once you have completed the work, you will receive a certificate added to your Accomplishments page. From there, you can print it or add it to LinkedIn. You can view and read the course content for free if you don't want to pay.

Which companies will hire me once I become a Python for Data Science professional?

Data science has grown by a substantial extent today. Companies in almost every industry are trying to have a data science team to help them use their data for the company’s progress. Here, we have compiled a list of reputed companies that are currently hiring data scientists. 1. Sigmoid 2. Mindtree 3. LinkedIn 4. Paypal 5. Oracle 6. TCS 7. ZIGRAM

What is the Average Salary of Data scientists across the world?

According to Payscale, the average salary for a Data Scientist with Python skills is $98307.

What are the other countries/cities where Theeduplus provides Data Science with Python courses apart from India and US?

The countries/cities where theeduplus provides Data Science with Python courses are:
  • Singapore
  • Canada
  • UK
  • Dubai
  • Australia

Can you become a Data Scientist with Python only?

Although Python alone can be used to use data science in some instances, unfortunately for the corporate world, it's only part of the puzzle for companies to manage a large amount of data. Python is a fascinating coding language to master, especially for those who want to become data scientists. Its significance of it in data science should be considered and valued.


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