Business Analytics Certification Training with Python


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Certified Python Business Analyst (CPBA) course is a focused 32-hours instructor-led training and certification program that equips participants to explore+analyze+solve business problems using popular analytics tools such as Python & Advanced Excel.

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Key Features

Ranked Top Analytics Courses

Henry Harvin Analytics® Courses are Ranks Top in the industry by

100% Practical Business Analytics Training

Gets Hands-on training on Business Analytics using Python with + Learn with Projects + Focus on Learning While Doing + Popular GCAO Pedagogy

Job Support + Alumni Status

Get Regular Job Calls, Interview Skills Preparation and Career Services. Plus Earn Alumni Status to network with 23000+ Proud Henry Harvin Alumni

1-Year Gold Membership of Analytics Academy

Live Projects + Guaranteed Internship + Weekly Job Support + Recorded Videos + Monthly Brushup Sessions + Interview Skills + Career Services

Recommended by IIM Ahmedabad & IIT Bombay Alumni

Only Analytics Course to be Recommended by 13+ IIM's and 7+ IIT's including IIM Ahmedabad and IIT Bombay students

Trusted by 160+ Corporates and 60+ Colleges

Trusted by Leading Corporates such as Abbott Pharma, Avon Cosmetics, Hostbooks, NTPC, SAB Miller, Apollo Tyres, Deloitte, Fidelity Investments & More. And by 12+ IIM's including IIM Ahmedabad, IIM Bangalore & IIM Calcutta and 7+ IIT's including IIT Bombay & IIT Delhi.

About the Business Analytics with Python (CPBA) Course

Business Analytics

Business Analytics Course with Python enables professionals to understand analytics-based business decision making to drive the company's ROI.

Duration of Business Analytics Course

32hrs Training + 24hrs Brushup Sessions + 50hrs E-Learning Access


  • CPBA (Certified Business Analytics Practitioner)
  • (Recommended by IIM Ahmedabad & IIT Bombay Students)


Python, Advanced Excel


Delivered industry professionals having extensive experience as practitioners of business analytics with international companies. These professionals are also impaneled as domain expert with Henry Harvin® Analytics Academy

Alumni Status

Get a Henry Harvin Alumni status & network with 23000+distinguished alumni worldwide

Gold Membership Program

Get 1-Year Gold Membership of Henry Harvin® Analytics Academy and avail the following benefits:

  • E-Learning Access: Includes Recorded Videos, PPT, Case Studies
  • Internship: Option to do Internship with Henry Harvin® or partner firms
  • Job Opportunities: Job Opportunities regularly on mail
  • Interview Skills: Support in Clearing Interviews with Startups and Top Corporates

Learning Benefits

  • Explore+Analyse+Solve Business Problems using Analytics Tools like Python & Advanced
  • Understand 'What' & 'How' aspects of Data Collection
  • Get insights from Industry Best Practices for Data Measurement & Analysis
  • Communicate Business Objectives in a focused manner with data analysts & help evaluate results of data analysis better.
  • Develop Goal-Oriented Business Strategies
  • Gain Full View of Customers across Different Channels by Accessing+ Integrating+ Analysing Customer Data through Multiple Sources & Engage Customers in Real-Time
  • Understand the Affinity of Product by analyzing transactional data.
  • Understand Analytics-Based-Financial Decision Making to drive company's ROI
  • Take Actionable Data-Driven Decisions to increase market share
  • Helps with Adjusting to Macro Changes in predictive models

Career Benefits

  • Become Eligible for analytics jobs demanding background
  • Open doors to Job Opportunities Abroad demanding specialization
  • Fill the void of thousands of untapped High-Paying Jobs in analytics with Talent Shortage
  • Get Promoted in current profile with most in-demand skill
  • Distinguish your profile from peers during Job Interviews
  • Earn a Rewarding Certification- 'Certified Business Analytics Practitioner' (CPBA)
  • Upgrade biz card with Hallmark of Global Credential-CPBA Professional added next to your name
  • Improve CV & Linkedin Profile with professional development
  • Support a Startup with high ROI
  • Build a Startup in one of the most rewarding fields of today- Analytics!

5+ Projects covered (Hands-on Practical Experience)

  • HR: Analyze the Attrition rate of Employees
  • Sales: Predicting Department wise Sales
  • Multi-Domain: Business Analytics Optimization
  • Marketing: Website Trend Analysis
  • Financial Analysis: Stock Market Prediction
  • Finance: Analyze ETF Trends

Know the complete offerings of our Business Analytics Certification Training with Python

Frequently Bought Together

Business Analytics with Python (CPBA) Course Curriculum

This module will guide the candidate with the knowledge of Analytics. Learn about the different roles in Analytics. Know about the tools and techniques in Analytics. Gain knowledge about Data Science, Data Mining, STatistics, MAchine learning, and more. Learn about the CRISP Modeling Framework.

  • What is Analytics (BI, BA, Levels, etc)
  • Why Analytics (Appl in various domains..)
  • Different Roles in Analytics
  • Tools and Techniques in Analytics
  • Data Science, Data Mining, Statistics, Machine Learning, Supervised and Non-Supervised Techniques
  • CRISP Modeling Framework
  • Scales of Measurements

This module will help the candidate to gain knowledge about the Python Environment. Learn about Ananconda setup and various IDEs, GIT, and more. Create and Manage Analytics/ML Projects

  • Anaconda - Download & Setup
  • IDEs - Jupyter, Spyder, PyCharm
  • Git - Setup and Configuration with IDEs
  • Creating and Managing Analytics/ ML Projects

This module will help the candidate with knowledge of basic programming and data structures. Gain extensive knowledge about Libraries, Numpy, pandas, Matplotib

  • Basic Data Structures & Programming Constructs
  • Libraries
  • Numpy
  • Pandas
  • Matplotlib

This module will guide the candidate with the knowledge of Data Manipulation and Descriptive summary. Know about Group summaries, crosstab, pivot, reshape data and manage missing values. Learn to manage indexes in Pandas, Scaling of data, and more

  • Group Summaries
  • Crosstab, Pivot and Reshape data
  • Managing Missing Values
  • Outliers Detection
  • Various types of Joins, merge
  • Managing indexes in pandas
  • Partitioning data into train and test set
  • Scaling of Data (useful for Clustering)

This module will guide the candidate through the basics of statistics in Business Analytics. Learn extensively about Hypothesis testing, Probability distribution, and Sampling Techniques

  • Basic Statistics (mean, median, mode)
  • Other Statistics (sd, var, quantile, skewness, kurtosis)
  • Hypothesis Tests (t-test, Chi-sq tests, etc)
  • Probability Distributions (normal, binomial, etc)
  • Sampling Techniques

This module will guide you through the techniques of Graphical Representation of Data. Learn about the selection of graphs and types of graphs. Manage plot parameters and advanced graphs such as correlations, heatmap, mosaic, and more

  • Selection of Graph
  • Basic Graphs (histogram, barplot, boxplot, pie, etc)
  • Libraries (matplotlib, seaborn, plotline)
  • Managing plot parameters(size, title, axis, legend, etc)
  • Advanced Graphs (correlation, heatmap, mosaic, etc)
  • Exporting graphs

This module will guide you through the basic understanding of Linear Regression. Know about multiple linear regression and its libraries. Learn the metrics of Linear Regressions and its application & assumptions

  • Simple Linear Regression
  • Multiple Linear Regression
  • Libraries - sklearn, statsmodel
  • Predict DV on IVs
  • Metrics of Linear Regression(R2, RMSE, p-values)
  • Applications of Linear Regression
  • Assumptions of Linear Regression

This module will guide the learner with knowledge of Logistic Regression. Know the metrics of logistic regression. Predict the probability of DV on IV. Know extensively about applications of Logistic regression

  • Difference between Linear and Logistic
  • Logistic Regression
  • Metrics of Logistic Regression (confusion matrix, ROC curve)
  • Predict the probability of DV on IV
  • Applications of Logistic Regression

This module will guide the candidate with the knowledge of classification in Financial Analytics. Understand the tree from the plot and know about the classification tree. Learn to improve tree accuracy using random forests. Know the applications of decision tree, KNN, Neural Networks, SVM, and more

  • Difference between classification and regression decision trees from CART models
  • Understanding tree from the plot
  • Classification Tree - predict class, plot, accuracy
  • Regression Tree - predict numerical value, plot, RMSE
  • Improving tree accuracy using Random Forests
  • Bagging and Boosting
  • Applications of Decision Tree
  • KNN (k-nearest neighbors)
  • Neural Networks
  • Gradient Descent
  • SVM (Support Vector Machine)

This module will guide you through the knowledge of Cluster Analysis. Know about the Clustering for grouping data and its types. Learn about extracting data in clusters and application of clustering

  • Clustering for Grouping Data
  • Types - Hierarchical & Non-Hierarchical
  • K Means - output metrics (iter, error, plot)
  • Hierarchical (Agglomerative & Divisive) - Dendrogram, Visual plot
  • Extracting the data in clusters, Cluster Centers
  • Applications of Clustering

This module will guide you through the knowledge of the Association Rule analysis. Learn to apply AR to the grocery store for market basket analysis. Know about the frequent Itemsets and rules and application of AR

  • Applying AR to the grocery store for Market Basket Analysis
  • Metrics- Support, Confidence, Lift
  • Frequent Itemsets and Rules; Filtering rules
  • Applications of AR

This module will guide the candidate through the understanding of Text Mining. Manage unstructured data and extract tweets from Twitter and words for sentiment analysis. Know the application of text mining

  • Managing Unstructured Data; Unstructured to Structured Data
  • Extracting Tweets from Twitter
  • Extracting words for Sentiment Analysis
  • Wordcloud to visualize the frequency of occurrence of words in the text
  • Applications of Text Mining
  • Business Communication
  • Preparation for the Interview
  • Presentation Skills

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Tools Covered

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Get Ahead with Henry Harvin® Business Analytics with Python (CPBA) Course Certification

  • Earn your CPBA Certification

    Our Business Analytics Course is exhaustive and this CPBA Certification is a proof that you have taken a big leap in mastering the domain.

  • Differentiate yourself with a Henry Harvin Business Analytics Certification

    The practical knowledge and actionable skillset you've gained working on projects, simulations, case studies will set you ahead of the competition.

  • Share your achievement

    Talk about it on Linkedin, Whatsapp, Instagram, Facebook, Twitter boost your resume or frame it - tell your friends and colleagues about it.

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Why Henry Harvin for Business Analytics Certification Training with Python


Ranked Top 3 Analytics Courses by

Post Training Support

Upgrading your knowledge is our responsibility by providing you new recorded videos and monthly brushup sessions. In addition get career services, regular job updates, interview skills preparation and more.

Alumni Status from Henry Harvin

Get Support from Data Science Experts over the next 12 months via monthly brushup sessions.

Highly Valued LMS

Get 24x7 + Lifetime Access to Web + Mobile-Based App with Abundant Content on Income Tax, Recorded Videos, PPT and Study Notes.


Harvin Education with affiliations from the American Association of EFL, UK Cert, UKAF, Content Writing Association in India, MSME & Govt of India.

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Business Analytics with Python (CPBA) Course Training Certification Process



Make registration for the Business Analytics Course


Attend Business Analytics Training

Attend classes of Business Analytics Course to get credits to be eligible for the certification. View session recordings in case missed.


Submit Projects Assigned

Deliver the projects and assignments allocated during the Business Analytics Training as part of the practical assessment system to become eligible for the CPBA Business Analytics Certification


Get Business Analytics Practitioner Certification

Post completion, get CPBA Business Analytics Certification from Henry Harvin and add Hallmark of CPBA next to your name (For Example: Aman Singh (CPBA). Post it on social media get framed and increase value in the industry.

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Commonly Asked Questions

  • Understand practical issues faced with Business Analytics with the focused FAQ session.
  • Gain experience of computer-based practical training on Business Analytics
  • Get knowledge on ‘Recent Amendments & their Challenges.
  • Resolve doubts on Business Analytics during & after training for FREE.
  • Get Study Material Worth INR 500/- for FREE.
  • Experience sharing by Business Analytics experts.
  • Earn industry-recognized certification in Business Analytics which featured in Aaj Tak, Hindustan Times, Pioneer, India Today, Business World, Mail Toda
  • Henry Harvin® is Trusted Training Partner to 150+ Corporates including Avon Cosmetics, Abbott Pharma, NTPC, HostBooks, 4Closure, EY, SAB Miller, A-Paul Instruments, Eaton Corporation, Apollo Tyres, Stanley Consultants, CG Power & Industries, Mega Cabs, Fidelity Investments, MJ Logistics, UK India Business Council, Bajaj Finance, Hero Group, Wunderman and many more
    You have multiple options here:
  • View class recordings of the missed class
  • Attend missed class of the next batch
  • Shift entirely to the next batch
  • Henry Harvin® is Trusted Training Partner to 60+ Colleges PAN India including IIM Ahmedabad and IIT Bombay. Others include IIM Visakhapatnam, IIM Indore, IIM Kashipur, IIM Shillong, IIM Trichy, IIT Bombay, IIT Delhi, IIT Guwahati, IIT BHU, FMS Delhi, NIT Trichy, BITS Pilani, BITS Goa, IMT-G, PDPU, Fore School, VIT, XIMB, Mangalmay Institute G.Noida, IMI Delhi and many more
    We have all three options available. Classroom, Live Online or Self Paced.
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    Upon course completion, it takes anytime between 0-60 days

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  • E-Learning Access: Includes Recorded Videos, Games, Projects, Case Studies
  • Brushup Sessions: 12 Monthly Brushup Sessions for 1-Year Worth Rs.6000 for Free
  • Internship & Job Opportunities: Job Opportunities every week
  • You can attend Business Analytics Course in Delhi in Greater Kailash / Nehru Place Belt. You can also attend in Noida Sector-2 or Sushant Lok-1
    Henry Harvin® is recognized for its quality and uniqueness from leading publishers like Hindustan Times, Statesman, Hans India, Business World, The Pioneer and leading channels such as Aaj Tak and News World India. Moreover, Henry Harvin®® is an ISO 29990:2010 (International Standard for learning services for non formal education and training services) certified and audited from UKAF, UK Cert and MSME.
    You can attend Business Analytics Course in Mumbai in Andheri East
  • Ranking: Ranked No.1 Business Analytics Course by
  • Practical Training: Focus on Learning While Doing + Popular GCAO Pedagogy
  • Employment Support: Live Projects + Guaranteed Internship + Weekly Job Support
  • Post Training Support: Recorded Videos + Monthly Brushup Sessions
  • Course: Get Certified Digital Content Writer (CDCW) Course from Henry Harvin® Education with affiliations from the American Association of EFL, UK Cert, UKAF, Content Writing Association in India, MSME & Govt of India.
  • You can attend Business Analytics Course in Bangalore in Koramangala
  • Henry Harvin®® is a leading career and competency development organization with a focus on value creation. We are into the business of training, skill development, assessment centres, content services and higher education. Our vision is to establish 'Henry Harvin®®' in line with the vision of Mr.Henry Dunster 400 years ago which now resonates in the form of a prestigious educational institution respected worldwide.
  • By harnessing the power of unique skill-centric training, Henry Harvin®® has trained 23000+ individuals across 1100+ batches in more than 25 cities PAN India. We are also training partners of more than 60+ top colleges and universities of India. And 150+ corporate giants.
  • To Know More:
    You can attend Business Analytics Course in Chennai in Numgambakkam
    You can attend Business Analytics Course in Noida in Sector-2
    You can attend Business Analytics Course in Hyderabad in Ameerpet
    You can attend the course Live Online from any city. Flexible batch options of weekdays, weekend, Sundays, And morning, evening batches also available. You can attend this Business Analytics Course from any city whether it be Pune, Hyderabad, Chennai, Lucknow, Varanasi, Dubai, Ahmedabad, Chandigarh, Any city.
    You can attend Business Analytics Course in Gurgaon in Sushant Lok-1/p>
    Small and large, all organizations need to maximize the value of their data, unearth insights, build plans and respond in real-time to customer demand. Business Analytics Course empowers an individual to use tools and techniques effectively so as to assist businesses in achieving success through data analysis. Therefore, in this digital era there is a huge demand of competent and smart Business Analysts.
    This Data Analyst Certification Course of Henry Harvin has been framed by industry experts and thus, takes care of incorporating all important features of Python. Starting from basics of Python programming to dealing with data structures and moving on to data manipulation & summarization in Python; you will gain practical knowledge of everything.
    By taking up a Business Analyst Course and learning the key data analysis concepts you will give a thrust to your career greatly. By possessing a Business Analytics Certification from a reputed institute, you can earn from Rs 8,00,000 - 12,00,000 per annum initially and can go up to Rs 21,00,000 to Rs 39,00,000 annually with a few years relevant experience.
    Henry Harvin gives you two options to enroll in this Data Analytics Course, either you select on-campus classes or opt for online classes depending on your preference and convenience. The curriculum remains the same for both the courses. It is interesting to note that online classes will be virtual live classrooms that will provide a learning environment as inspiring and supportive as on-campus classes.
    This course can be taken up by anyone who is eager to strengthen their analytical skills and develop a data mindset. Fresh Graduates looking for a bright career in the field of Analytics and Data Science should take up a reputed Data Analytics Course. Others with quantitative backgrounds, like Engineering, Business Management, Math, Finance, Commerce, should go for a Business Analytics Certification Course to upskill themselves and open new doors of opportunity.
    Both online and on-campus Business Analyst Certification Courses are similar in nature and will be completed in a month’s duration with 32 hours of active teaching.
    No, it is not mandatory to have prior coding skills for a Data Analyst Certification Course although it is said that having coding skills is beneficial to acquire working knowledge of specialized tools, like R and Python. In fact, with a good Data Analytics Course and right coaching one can work effectively on these tools also even with no-prior technical background.
    The Online Data Analytics Course with Python is an advanced & comprehensive course that will be broken up as: 32hrs live virtual training + 24hrs live online brush up + 50hrs E-learning access.
    A candidate who is looking to enroll for a Business Analytics Certification Course should be cautious as there are very many fraud institutes issuing fake certificates. Before enrolling check the credentials of the institute and verify its authenticity.
    These classes of Data Analyst Certification Course are delivered by Senior Industry Professionals who possess extensive experience as practitioners of Business Analytics with international companies. They will help you gain hands-on experience in Business Analytics & Python with industry standard tools & techniques applicable in real situations.
    You must opt for Business Analytics Certification Course by Henry Harvin which has been ranked number#1 for its Business Analytics Course by With years of extensive experience in skill enhancement, Henry Harvin’s Data Analytics Course will help you to go beyond the what, get to the why, and plan for what’s next.
    Henry Harvin’s Business Analytics Course is exhaustive and its CPBA certification will be proof that you have taken a big leap in mastering the domain. It will give you an edge over others and you can stand out with a Henry Harvin Business Analytics Certification. The practical knowledge and actionable skillset you will gain working on projects, simulations, case studies will set you ahead of the competition.
    A Business Analytics Course with Python enables professionals to understand analytics-based business decision making to drive the company's ROI. Businesses today demand smarter analytics now therefore, a Data Analyst Course must include Python Programming Language.
    Data Analytics Certification with Python will certainly add value to your CV as you will acquire capability to assist organizations in maximizing the value of their data, help in unearthing insights, building plans and also assist in responding real-time to customer demands.
    Some outstanding learning benefits of this Business Analytics Course are:
  • You will learn to explore, analyze and solve business problems using analytics tools like Python & Advanced.
  • Understand 'what' & 'how' aspects of data collection.
  • Comprehend the affinity of the product by analyzing transactional data.
  • Understand analytics based financial decision making to drive company's ROI.
  • Learn to take actionable data-driven decisions to increase market share.
  • The USP of this renowned Data Analytics Certification Course with Python is that you will get 24x7 access to Henry Harvin’s high-tech LMS platform (App & Mobile App Based) with abundant content on Business Analytics (ppt, pdf, videos, articles, important links, data etc).

    Excited to Learn?

    How Learning Python is helping Business Analysts

    When an organization starts to invest time and money in innovation keeping profitability and end-customer satisfaction in mind, it creates a high-performance work culture that benefits it in the short as well as long-run.

    To sustain a high-performance work culture, the role of Business Analysts and Data scientists has become extremely important since these professionals help the business take ‘Smart’ decisions by helping access accurate and essential data which helps the management take the right decisions.

    Business Analysts, however, are always on the look-out for programming languages and software applications that can assist them to do their work effectively.

    Python programming language has started complimenting Business Analysts’ profession so well that almost all Business Analytics courses in India and the world cannot fathom to create a certification without training individuals on Python.

    So, what’s the deal with Python? Well, to begin with, Python as per many reputed websites has been declared as the most popular coding language of the 21st century. Business analysts prefer Python since it is open source and free of cost and has the capability to do accurate decision making by converting raw data into meaningful information.

    Henry Harvin, one of the best training institutes recently launched a Business Analytics course with Python. This Business Analytics certification teaches students and professionals about the core concepts as well as a practical application of Python programming language.

    With Henry Harvin and many other institutes including Python in the course curriculum, let’s understand the reasons as to why a Business Analytics certification course with Python is the need of the hour in today’s business:

    Business Analysts have widely accepted Python to be a very easy too understand language and have appreciated its elegance and refinement of using syntax and codes. Thus, Python has even become a favorite amongst those who are from a non-technical background and have little to zero knowledge of programming and coding.

    More than 50% of the students who are currently studying Business Analytics courses in Delhi and also Business Analytics certification in Bangalore at various top-tier institutes such as Henry Harvin, Praxis, Symbiosis, etc are from a non-programming background.

    A Business Analyst can be hired by an organization to do basic data requirement gathering, implementation and further analysis and problem solving or has been selected by a firm to execute predictive modeling, BI Implementation and work with statistical teams to understanding business situations to perform data-backed analysis

    However, Python is the common thread that emerges in all the above roles since its thorough knowledge and proper application will make the job of a Business Analyst to be far easier and less time-consuming.

    Although it can be contested at times that Python would be more suitable for BA’s when they are dealing with quantitative data rather than qualitative data but even then, a successful Business Analyst would ultimately need to work with quantitative data as his position and seniority grow with time. A BA handling only qualitative data can be assumed to be working at a junior level in the organization who would require to hone his/her skills in Python or R to become a more competent professional.

    Python programming language is in itself such a powerful interactive application that Business Analysts are also exposing themselves to it in a more productive way. This has further resulted in helping analysts easily make interactive use of tools such as cohort analysis and pivot tables.

    Python helps researchers and data analysts produce immediately visible results in the form of charts, diagrams, and graphs which can be viewed in real-time by all stakeholders and decision-makers in an organization and are completely suitable for use in various business contexts.

    Gaining proficiency in Python opens a new world of opportunities for Business Analysts. Not only are analysts able to make use of the interactive techniques but also able to create fully functional and independent programs that provide great strategic value to business operations.

    Python allows analysts to manage and play with very large data sets without compromising on processing time and accuracy. Consequently, with Python empowering analysts to scale up their capabilities, it allows them to also communicate more effectively with concerned stakeholders and support teams in the company. With improved interaction, BA’s can make independent inroads into all aspects of the business which allows them to function as even more effective intermediaries.

    Most of the students and professionals who undergo a Business Analytics course with Python have expressed a strong inclination of becoming Business Analyst Consultants since Python provides them with the ability to connect with all areas and aspects of a business.

    While choosing a Business Analytics course, it’s important to determine how the course will add value and what is being taught since modules need to be sacrosanct with the demands of the industry.

    It’s important to note that programming languages like Python are useful for almost any industry, including healthcare, finance, technology, and consulting.

    The Popularity of Python is growing at a phenomenal rate. It is also considered to be an easy programming language to learn since the programming syntax is simple and its commands mimic the English language.

    It can provide for Predictive and Prescriptive analytics which makes it a great weapon in the arsenal of a Business Analyst whether he is into Machine Learning, Decision Science, or Optimizing business operations.

    Henry Harvin is one of the leading career and competency development institution whose primary objective has been to provide the latest and most relevant business training and skill development courses for professionals and individuals alike. Henry Harvin has been offering Business Analytics online course with Python as well as Business Analytics course in Bangalore, Mumbai and Delhi via the offline route.

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