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What is Data Analytics ? Why you should Do it From Uncodemy ?

Data Analytics is the process of examining, cleaning, transforming, and modeling data to extract meaningful insights, patterns, and trends that can help make informed decisions. It involves applying various statistical, mathematical, and programming techniques to analyze and visualize data, with the goal of extracting valuable information and supporting decision-making in various domains, such as marketing, finance, healthcare, sports, and public policy.

Data Analytics encompasses several stages, including:

1. Data collection: Gathering data from various sources, which may involve structured data (such as databases and spreadsheets) or unstructured data (such as text, images, and videos).

2. Data cleaning and preprocessing: Involves removing errors, inconsistencies, and irrelevant parts of the data to improve the quality and accuracy of the analysis.
3. Data transformation: Converting raw data into a format that is more suitable for analysis, which may involve normalizing, aggregating, or combining data.
4. Data modeling: Applying statistical, mathematical, or machine learning techniques to identify patterns, relationships, and trends in the data. This can involve techniques like regression analysis, clustering, classification, or deep learning.
5. Data visualization: Presenting the results of the analysis in a visual format (such as charts, graphs, and maps) to make the insights more understandable and actionable.
6. Decision-making: Using the insights gained from data analysis to inform and support decisions, strategies, and policies in various domains.

Data Analytics can be categorized into several types:

  • Descriptive analytics: Summarizes and describes the main features of a dataset, often using simple statistics and data visualizations.
  • Diagnostic analytics: Identifies the causes of specific trends or patterns in the data, helping to answer the question "why did this happen?"
  • Predictive analytics: Uses statistical algorithms and machine learning techniques to forecast future trends and outcomes based on historical data, answering the question "what is likely to happen?"
  • Prescriptive analytics: Combines predictive analytics with optimization techniques to recommend the best course of action, helping to answer the question "what should we do?"

Data Analytics plays a crucial role in modern organizations, enabling them to make data-driven decisions and gain a competitive edge in the market. With the growing availability of data, advances in computing power, and the development of new analytical techniques, the importance of Data Analytics will continue to increase in the coming years.

Uncodemy's reputation as one of the premier Data Analytics training institutes in India, is well-earned. The institute's partnerships with Fortune 100 companies and renowned MNCs guarantee that students are taught by the best and brightest industry experts, who not only possess expert teaching abilities, but also have the real-world experience necessary to guide students in developing the confidence and skills needed to thrive in the competitive IT industry.

Uncodemy provides a well-rounded learning experience with numerous benefits of pursuing a Data analyst course for beginners designed to help you develop the skills and confidence necessary to succeed as a Data analyst professional-

  • State-of-the-art facilities

  • Comprehensive resources

  • Regular webinars.

  • Dedicated support

  • Flexible learning options

  • Affordable bootcamps

  • Placement assurance

  • Industry-recognized certifications

  • Expert guidance

  • Real-world projects

Remarkable Features of Uncodemy

Become a data analyst with Uncodemy that offers an unrivaled opportunity for individuals aiming to upgrade their Data analyst skills. Led by mentors from reputable MNCs and promising startups, the institute provides top-tier training at an affordable price. Here are the key reasons to choose Uncodemy's Data Analyst course in India:

100% placement guarantee.
Affordable Bootcamps.
Globally recognised certifications.
Flexible schedules.
Special batches for working or busy students.
Option to choose from online and offline classroom or sessions.
One on one sessions for efficient learning.
Multiple live projects.
Paid internships and certificates after completion.
Certified courses of Data Analytics to help you become a skilled professional.
Working Mentors from Data Analytics industries.
Experience letter.
Q/A after every session.
Chat with the tutors anytime.
One time investment, lifetime validity.

Curriculums for Data Analyst Training Course

  • Time Logo
  • 300+

    Hours of Content

  • LIve Icon Logo
  • 80+

    Live Sessions

  • Tools logo
  • 15

    Tools and Software

Data Analyst Curriculum

The curriculum has been designed by faculty from IITs, and Expert Industry Professionals.

Time Logo

Hours of Content

LIve Icon Logo

Live Sessions

Tools logo

Tools and Software

Set the Basics Right

Data Analytics is the domain of study that deals with vast volumes of data using modern tools and techniques to find unseen patterns, derive meaningful information, and make business decisions. For example, finance companies can use a customer's banking and bill-paying history to assess creditworthiness and loan risk.

Data Analyst course provider of called Uncodemy offers a curriculum that contains following courses to strengthen your skill in Data Analytics-

1. Python for Data Analytics

  • Need for Programming
  • Advantages of Programming
  • Overview of Python
  • Organizations using Python
  • Python Applications in Various Domains
  • Python Installation
  • Variables
  • Operands and Expressions
  • Conditional Statements
  • Loops
  • Command Line Arguments
  • Method of Accepting User Input and eval Function
  • Python - Files Input/Output Functions
  • Lists and Related Operations
  • Tuples and Related Operations
  • Strings and Related Operations
  • Sets and Related Operations
  • Dictionaries and Related Operations
  • User-Defined Functions
  • Concept of Return Statement
  • Concept of name =” main ”
  • Function Parameters
  • Different Types of Arguments
  • Global Variables
  • Global Keyword
  • Variable Scope and Returning Values
  • Lambda Functions
  • Various Built-In Functions
  • Introduction to Object-Oriented Concepts
  • Built-In Class Attributes
  • Public, Protected and Private Attributes, and Methods
  • Class Variable and Instance Variable
  • Constructor and Destructor
  • Decorator in Python
  • Core Object-Oriented Principles
  • Inheritance and Its Types
  • Method Resolution Order
  • Overloading
  • Overriding
  • Getter and Setter Methods
  • Inheritance-In-Class Case Study
  • Standard Libraries
  • Packages and Import Statements
  • Topics : Working with Modules and Handling Exceptions
  • Info@uncodemy.com | +91-7701928515 | www.uncodemy.com
  • Reload Function
  • Important Modules in Python
  • Sys Module
  • Os Module
  • Math Module
  • Date-Time Module
  • Random Module
  • JSON Module
  • Regular Expression
  • Exception Handling
  • Basics of Data Analysis
  • NumPy - Arrays
  • Operations on Arrays
  • Indexing Slicing and Iterating
  • NumPy ArrayAttributes
  • Matrix Product
  • NumPy Functions
  • Functions
  • Array Manipulation
  • File Handling Using NumPy
  • Array Creation and Logic Functions
  • File Handling Using Numpy
  • Introduction to pandas
  • Data structures in pandas
  • Series
  • Data Frames
  • Importing and Exporting Files in Python
  • Basic Functionalities of a Data Object
  • Merging of Data Objects
  • Concatenation of Data Objects
  • Types of Joins on Data Objects
  • Data Cleaning using pandas
  • Exploring Datasets
  • 2. Data Analytics Primer and Statistics

  • What is Data Analytics?
  • What does Data Analytics involve?
  • Era of Data Analytics
  • Business Intelligence vs Data Analytics
  • Life cycle of Data Analytics
  • Tools of Data Analytics
  • Application of Data Analytics
  • Introduction
  • Stages of Analytics
  • CRISP DM Data Life Cycle
  • Data Types
  • Introduction to EDA
  • First Business Moment Decision
  • Second Business Moment Decision
  • Third Business Moment Decision
  • Fourth Business Moment Decision
  • Correlation
  • What is Feature
  • Feature Engineering
  • Feature Engineering Process
  • Benefit
  • Feature Engineering Techniques
  • Basics Of Probability
  • Discrete Probability Distributions
  • Continuous Probability Distributions
  • Central Limit Theorem
  • Concepts Of Hypothesis Testing - I: Null And Alternate Hypothesis, Making
  • A Decision, And Critical Value Method
  • Concepts Of Hypothesis Testing - II: P-Value Method And Types Of Errors
  • Industry Demonstration Of Hypothesis Testing: Two-Sample Mean And
  • Proportion Test, A/B Testing
  • 3. Machine Learning

  • Rule based classification method
  • Different nodes for develop decision trees
  • Discretization
  • Entropy
  • Greedy approach
  • Information gain
  • Challenges with standalone model
  • Reliability and performance of a standalone model
  • Homogeneous & Heterogeneous Ensemble Technique
  • Bagging & Boosting
  • Random forest
  • Stacking
  • Voting & Averaging technique
  • Difference between cross sectional and time series data
  • Different component of time series data
  • Visualization techniques for time series data
  • Model based approach
  • Data driven based approach
  • Difference between Supervised and Unsupervised Learning
  • Prelims of clustering
  • Measuring distance between record and groups
  • Linkage functions
  • Dendrogram
  • Dimension reduction
  • Application of PCA
  • PCA & its working
  • SVD & its working
  • Point of Sale
  • Application of Association rules
  • Measure of association rules
  • Drawback of measure of association rules
  • Condition probability
  • Lift ratio
  • 4. Data Visualization and Story Telling

  • Bar Charts
  • Histograms
  • Pie Charts
  • Box Plots
  • Scatter Plots
  • Line Plots and Regression
  • Pair plot
  • Word Clouds
  • Radar Charts
  • Waffle Charts
  • 5. SQL

  • Introduction to Databases
  • How to create a Database instance on Cloud?
  • Provision a Cloud hosted Database instance.
  • What is SQL?
  • Thinking About Your Data
  • Relational vs. Transactional Models ER Diagram
  • CREATE Table Statement and DROP tables
  • UPDATE and DELETE Statements
  • Retrieving Data with a SELECT Statement
  • Creating Temporary Tables
  • Adding Comments to SQL
  • Basics of Filtering with SQL
  • Advanced Filtering: IN, OR, and NOT
  • Using Wildcards in SQL
  • Sorting with ORDER BY
  • Math Operations
  • Aggregate Functions
  • Grouping Data with SQL
  • Using Subqueries
  • Subquery Best Practices and Considerations
  • Joining Tables
  • Cartesian (Cross) Joins
  • Inner Joins
  • Aliases and Self Joins
  • Advanced Joins: Left, Right, and Full Outer Joins
  • Unions
  • Working with Text Strings
  • Working with Date and Time Strings
  • Date and Time Strings Examples
  • Case Statements
  • Views
  • Data Governance and Profiling
  • Using SQL for Data Analytics
  • How to access databases using Python?
  • Writing code using DB-API
  • Connecting to a database using DB API
  • Create Database Credentials
  • Connecting to a database instance
  • Creating tables, loading, inserting, data and querying data
  • Analysing data with Python
  • 6. Excel

  • Input data & handling large spreadsheets
  • Tricks to get your work done faster
  • Automating data analysis (Excel VLOOKUP, IF Function, ROUND and more)
  • Transforming messy data into shape
  • Cleaning, Processing and Organizing large data
  • Spreadsheet design principles
  • Drop-down lists in Excel and adding data validation to the cells.
  • Creating Charts & Interactive reports with Excel Pivot Tables, PivotCharts, Slicers and Timelines
  • Functions like: - COUNTIFS, COUNT, SUMIFS, AVERAGE and many more.
  • Excel features: - Sort, Filter, Search & Replace Go to Special etc...
  • Importing and Transforming data (with Power Query)
  • Customize the Microsoft Excel interface
  • Formatting correctly for professional reports.
  • Commenting on cells.
  • Automate data entry with Autofill and Flash-fill.
  • Writing Excel formulas & referencing to other workbooks / worksheets.
  • Printing options
  • Charts beyond column and bar charts: - Pareto chart, Histogram, Treemap, Sunburst
  • charts & more
  • 7. TABLEAU

  • Introduction to Data Visualization
  • Tableau Introduction and Tableau Architecture
  • Exploring Data using Tableau
  • Working with Data using Tableau including Data Extraction and
  • Blending
  • Various Charts in Tableau(Basics to Advanced)
  • Sorting-Quick Sort, Sort from Axis, Legends, Axis, Sort by Fields
  • Filtering- Dimension Filters, Measure Filters, Date Filters, Tableau
  • Context Filters
  • Groups , Sets and Combined Sets
  • Reference Lines, Bands and Distribution
  • Parameters, Dynamic Parameters and Actions
  • Forecasting-Exponential Smoothening Techniques
  • Clustering
  • Calculated Fields in Tableau, Quick Tables
  • Tableau Mapping Features
  • Tableau Dashboards, Dashboards Action and Stories
  • Get Cosmopolitan International Certifications with Uncodemy

    Uncodemy's collaborations with respected industry partners enable the institute to offer students an exceptional opportunity to learn from some of the most distinguished trainers in the Data analyst field. Upon completing the best online Data Analytics course, graduates will receive certificates endorsed by the following prestigious organizations:

    • ISO
    • Skill India

    Tools and Technologies covered

    • Excel


    • Tableau


    • Power-Bi


    • ggplot


    • Jupyter


    • Numpy


    • Python


    • Pandas


    • Looker


    • Matplotlib


    • Google Colab

      Google Colab

    • SQL


    • MySql


    • ML


    How Uncodemy Helps Every Student Acing Their Interview-

    In addition to exceptional data analyst course training in India , Uncodemy supports students in their job search by offering :

    Know More About Uncodemy

    Uncodemy has a proven track record of delivering on its commitments, with numerous former students who have completed their data analyst certification course with placement achieving career success with prominent companies known for their impressive growth. When selecting an online Data Analytics course provider, it is crucial to conduct thorough research and choose a reputable training institute. Some essential reasons to look out for before getting into the best data analyst course:

    Uncodemy stands out as the leading Data analyst training Institute in India, for good reason. The institute employs tutors from reputable MNCs and promising startups, ensuring that students learn from industry experts with a wealth of experience and knowledge. This commitment to employing top-notch instructors contributes to Uncodemy's reputation for excellence in Data analyst training.

    Uncodemy has established partnerships with Fortune 100 companies to bring in the best experts, helping you elevate your skills and become a proficient Data analyst programmer through tailored grooming sessions.

    Uncodemy caters to working students and those living far away by offering live online sessions that are as effective and engaging as traditional classroom training.

    Uncodemy understands its responsibility to provide the best data analyst course, by offering a provision of special batches to the students who want to start their professional journey ASAP.

    In addition to deep learning, Uncodemy offers a wide range of courses including Data Science, Data analyst, Full Stack Development, Python, Software Testing, Automation Testing, Business Analytics, Digital Marketing, CPP, AWS, Cloud Computing, Azure Training, Artificial Intelligence, Machine Learning, Manual Testing, and Search Engine Optimization.

    Uncodemy candidates have the opportunity to secure placements at top companies such as CISCO, Adobe, McKinsey & Company, Teleperformance, AWS, Collabera, Walmart, NTT Data, Deloitte, IBM, Capgemini, Centurylink, Quick Heal, and Morgan Stanley, among others.


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    Take a closer look at the world of Data analyst with Live projects-


    Uncodemy, which is a top provider of online Data Analytics course in India, goes beyond theoretical instruction by providing practical, hands-on experience through regular live projects, ensuring students stay up to date with the latest Data Analyst trends. Additionally, Uncodemy offers various learning resources, including:

    Internship - Data Analytics training

    Data Analytics Classroom Training

    Uncodemy is committed to providing a cutting-edge learning environment for its Data analyst students . The classes of data analyst training course are equipped with the latest technologies and resources, such as high-speed Wi-Fi, well-stocked libraries, and interactive learning tools like whiteboards and projectors. These amenities create an engaging and dynamic learning atmosphere. Students also participate in field trips and hands-on activities, further enriching their educational experience. ...
    Uncodemy prioritizes accessibility and convenience for its students. With the ability to seek assistance at any time, even outside of class, students can have their questions or concerns addressed promptly by a dedicated professional. This ensures that learning never stops and students receive the support they need to succeed.
    Read more

    Data Analytics Live Session Training Course

    Through engaging best data analyst course program, led by seasoned industry professionals, learners can acquire the necessary knowledge and skills to become Data analyst experts, regardless of their geographical location. Uncodemy offers one-on-one consultations with tutors, ensuring that every learner receives the guidance they need to thrive in their Data analyst education. Furthermore, the institute maintains a fair and balanced system, guaranteeing that students receive the same high-quality educational experience, whether they attend classes online or offline. ...
    Why Uncodemy is best when it comes to providing online Data Analytics course in India? Because it is designed to be interactive, fostering an environment that encourages active learning and participation. Through this approach, students can engage with instructors and peers, ask questions, and receive immediate feedback, ultimately enhancing their understanding of complex Data analyst concepts. Additionally, these live sessions enable students to stay up to date with the latest trends and best practices in the Data analyst industry, ensuring that they graduate with relevant skills and knowledge.
    Read more
    Internship - Data Analytics training
    Internship - Data Analytics training

    Live Project Work on Data Analytics Training with Uncodemy

    The best Data Analytics course provider, Uncodemy offers a wide range of test series and classes under its Bootcamp where you can get an option to choose from online and offline mode. Alumni of Uncodemy stresses on the fact that anybody who wants to ace their knowledge in Data Analytics must participate in live project works conducted by the tutors of Uncodemy’s Bootcamp to prepare every candidate for the real world scenarios.
    Programs that are included in the live project works, happens under the hood of Uncodemy includes-
    • Paid internships
    • Volunteering
    ... Chance to work on real projects of companies and organisations to help each and every candidate in understanding pressures or maybe the loosen parts which needs to be tight.
    Incentive to closely look at the case studies to boost confidence required for practicality.
    based best Data Analytics course institute, Uncodemy says that Live project works often decides the faith of the students but don’t worry because this is not the end step of final evaluation it’s just a very important part to sharpen your skill sets in a way that you don’t repeat mistakes while final execution.
    The extraordinary and cost effective Data Analytics training provider, Uncodemy adds by saying, live project works under our Bootcamp basically gives constructive criticism to each and every candidate who wants to take over this world with their skills in Data Analytics.
    Lastly, Uncodemy which is located and known for its extraordinary skills in Data Analytics certified training course, welcomes every student with open arms and asks politely to enrol yourself today as the seats are limited and we are beginning soon with our fresh batch of 2024.
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    Data Analytics Course with Placement Guarantee

    Uncodemy's Data Analytics training course ensures students are well-prepared for interviews and offers guaranteed placement opportunities. The comprehensive training and personalized guidance provided by the institute instill confidence in students, enabling them to excel in various interview scenarios. ...
    After completing the program, students collaborate with Uncodemy's dedicated placement team to secure jobs aligned with their interests. The team assists students in finding relevant job openings and provides ongoing support throughout the application and interview stages, ensuring a seamless transition into the professional world.
    Read more
    Internship - Data Analytics training
    Internship - Data Analytics training

    Data Analytics Interviews

    Uncodemy's Data Analytics training course provider that empowers students to excel in interviews at all levels. Expert instructors deliver comprehensive training and tailored feedback, helping students hone their interview skills and confidently present their abilities. Through practical exercises and proven techniques, students develop the essential skills to impress potential employers and distinguish themselves in the competitive job market. Upon completion, graduates will possess the confidence and proficiency to ace interviews and land their desired roles. ...
    During the Data analyst course in India, students benefit from various resources, including practice interviews, simulated scenarios, and personalized coaching. The experienced instructors, well-versed in conducting and assessing interviews, provide valuable insights and proven strategies to help students gain an advantage and leave a memorable impression on potential employers.
    Read more

    Data Analytics Internship

    Uncodemy distinguishes itself by offering the highest quality of Data Analytics course in India. This integrated approach ensures that every candidate receives the best data analyst course ever, eliminating the need for additional effort and financial investment. The internships enable students to gain practical experience in the industry while bolstering their resumes. Upon completing the internship, students receive a certification, which validates their Data analyst proficiency and enhances their employability in the job market. ... In addition to internships, Uncodemy offers invaluable career guidance to its students. Throughout their internships, students benefit from mentorship and engage in discussions focused on excelling in interviews with top companies. This personalized guidance empowers students to develop effective job search strategies and hone the skills necessary to succeed in the competitive job market. With Uncodemy's comprehensive approach, students are well-prepared to launch their careers in the ever-evolving world of Data analyst programming. Read more
    Internship - Data Analytics training

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