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Data Analytics Certification Program

11000.00 INR 20000.00 INR

Data Analytics Certification Program

Course Information

Jumpstart Your Career: Master Data Analytics with Job-Ready Skills at Tutorials Point, and get started in the in-demand data analytics field. Designed to provide you with high-growth job-ready skills, the certification program helps you master analyzing and processing data to gain key insights for business growth. Through this program, you will understand the daily operations of a typical data analyst along with the practices and processes they use. The program will walk you through tools such as Excel, Pivot Tables, PostgreSQL, Data Handling, Matplotlib, Python Visualizations, SQL, R programming, Power BI, Machine Learning, Big Data Technologies, ML Algorithms, Tableau, etc., and help you master crucial analytical skills like data analysis and visualization. 

About Data Analytics Certification

The program gets you started in learning key data analytics skills starting with statistical tests. The program will help you learn how one-sample t-tests, independent sample t-tests, dependent sample t-tests, correlation, simple and multiple linear regression, and one-way ANOVA are conducted and interpreted. Homoscedasticity of variance, multicollinearity, and homogeneity of variance are other key statistical concepts that you gain a deep understanding of.

Data gathering, storage, and knowledge management are combined with data analysis in business intelligence systems to evaluate and transform complex data into meaningful, actionable information that can be used to support more effective strategic, tactical, and operational insights and decision-making. An organization's business intelligence environments are made up of many technologies, applications, processes, strategies, products, and technological architectures that are used to gather, analyze, display, and disseminate internal and external business data.

MicroStrategy is a leading enterprise analytics and mobility platform designed to empower organizations with data-driven insights. The platform offers robust business intelligence capabilities, enabling users to create and share powerful dashboards, visualizations, and reports. With MicroStrategy, you can analyze vast amounts of data from various sources, including big data, cloud, and enterprise databases, to gain actionable insights.

It enables one to navigate Excel's interface with confidence and learn to create, format, and manipulate spreadsheets. As you progress, you'll delve into advanced functions, formulas, and dynamic charting for insightful data representation. PivotTables and Power Query will become your tools for efficient data analysis. Learn Excel integrating the capabilities of ChatGPT, you'll explore innovative ways to enhance your data insights. Learn to preprocess data for optimal ChatGPT integration, automate tasks through macros and VBA, and create collaborative workspaces where Excel and ChatGPT converge.




    Course Content

  • Data Analytics & Business Intelligence

    INTRODUCTION TO BI CONCEPTS, EXAMPLES AND APPLICATIONS

    INTRODUCTION TO PREDICTIVE MODELING

    INTRODUCTION TO NOSQL

    HIERARCHICAL CLUSTERING

    INTRODUCTION TO SALESFORCE

    INTRODUCTION TO NLP

    INTRODUCTION TO APACHE SERVER

    DEEP-DIVE INTO BUSINESS INTELLIGENCE (BI)

    DATA WAREHOUSING

    TYPES OF DATA

    MOBILE BI

    REAL TIME BI

    DATA ANALYTICS

    DATA ANALYTICS VS. ANALYSIS

    EMBEDDED ANALYTICS

    COLLECTION ANALYTICS

    SURVIVAL ANALYTICS

    MACHINE LEARNING TECHNIQUES

    GEOSPATIAL PREDICTIVE ANALYTICS

    COHORT ANALYSIS

    DATA MINING

    ANOMALY DETECTION

    STATISTICALLY SOUND ASSOCIATIONS

    CLUSTER ANALYSIS

    DBSCAN

    REGRESSION MODELS

    EXTRACTION BASED SUMMARIZATION

    MACHINE LEARNING IN BI

    MACHINE LEARNING VS. BI

    HOW ML CAN MAKE BI BETTER

    DATA WAREHOUSINGS

    DATA MART

    DATA DIMENSIONS

    DATA VAULT MODELING

    LINKS AND SATELLITES

  • MicroStrategy Data Analytics & Business Intelligence Course

    MicroStrategy Data Analytics & Business Intelligence Course

  • Become a Master At Excel From Start to End

    0 Excel Masterclass

    1 Excel For Beginners | Excel 101

    2 Advanced Excel Techniques | Dive deeper into Excel's advanced features

    Section 2_ Advanced Charting and Visualisation

    Section 3_ Automation and Efficiency Techniques

    Section 4_ Data Analysis Tools

    Section 5_ Collaborative and Advanced Excel Features

    Section 6_ Case Studies and Real-World Applications

    Section 7_ Final Project

    3 ChatGPT for Excel

    Business Analytics Execrator : Excel Wizardry Revealed

  • Excel VBA Files & Folders Data Handling Course- Series5

    Folder And Files Working

  • Statistics and Mathematics for Data Science and Data Analytics

    Let's get started

    Descriptive statistics

    Distributions

    Probability Theory

    Hypothesis testing

    Regressions

    Advanced Regression & Machine learning Algorithms

    ANOVA (Analysis of Variance)

    Wrap up

  • Excel Data Analysis Course with Pivot Tables and Pivot Charts

    Basics of the Pivot Table

    Applying Filters in Pivot Tables

    More on the Pivot Table Ribbon

    Conditional Formatting in Pivot Tables

    Practice Exercise HR Dataset

    Creating Dashboards in Pivot Tables

    Pivot Charts

    Case Study Exercises

  • Microsoft Excel - Advance Excel Formulas & Functions, Pivot Table, Pivot Chart And Power Pivot

    Introduction

    Excel PivotTables

    PowerPivot

    Working With Large Set Of Excel Data

    Working With Excel Conditional Function

    Working With Lookup Function In Excel

    Working With Excel Text Based Functions

    Working With Formula Auditing In Excel Worksheet

    Protecting Excel Worksheets And Workbooks

    Using "What-If Analysis" Tools In Excel

    Working With Color Cells

  • SQL For Data Science + Data Analytics + Data Visualization

    Introduction

    SQL Server setting up

    SQL Azure Data Studio

    SQL Database basic SSMS

    SQL Statements for DATA

    SQL Data Structure statements

    SQL User Management

    SQL Statement Basic

    Filtering Data rows

    Aggregate functions

    SQL Query statements

    SQL Group by statement

    JOINS for Multiple table Data Analysis

    SQL Constraints

    Views

    Advanced SQL commands

    SQL Stored procedures

    Azure Data Studio Visualization

    Azure Studio SQL for Data Analysis

    Import & Export data

    Backup and Restore Database

  • Data Analytics MasterClass(PostgreSQL, BI, Python)

    PostgreSQL for Beginners

    PowerBI MasterClass

    QlikView Dashboard Design MasterClass

    Qlik Sense for Beginners

    Python for Beginners

  • Python Programming From Scratch Course

    Introduction to the course

    Introduction to Python Programming

    Variables, Comments, Type Casting, Strings, Taking Input from User

    Python Operators, Data Types and Control Structures

    Arrays, Command Line Arguments, Functions

    Classes and objects, Inheritance and Overriding, Abstract Classes and Interfaces

    Working with Date and Time and File Handling

    Working with Exception Handling and Regular Expressions

  • Python Beginner to Advanced Level: Data Analytics & Data Science

    Introduction

    Data Types & Variables

    Operators & Numbers in Python

    Strings in Python

    Slicing, Format Function & Casting

    List Data Structure

    Control Flow

    Tuple - Data Structure

    Dictionaries - Data Structure

    Functions

    Series

    Dataframe I

    Dataframe II

    Dataframe III

    Manipulating text data in a dataframe

    Multi Index in Dataframe

    Groupby Object

    Data Relationship

    dates & times dataset

    Import & export datasets

    Conclusion

  • Data Analytics & Visualization Using Python (with Project)

    Introduction to Business and Data

    Python Basics and Jupyter Notebooks

    Operators and Conditionals

    Loops and function

    Object-Oriented Programming (OOP) and NumPy

    Pandas Library and Data Manipulation

    Working with Files and Data Importing

    Data Cleaning and Preprocessing

    Exploratory Data Analysis (EDA)

    Advanced Topics

    Capstone Project

  • Python Matplotlib Crash Course for Data Visualization

    Matplotlib - Introduction & Setup

    Matplotlib - Plotting

    Matplotlib - Grid

    Matplotlib - Plot Settings

    Matplotlib - Legends

    Matplotlib Plotting - Data Visualization

  • Mastering Data Analytics with Excel and Python

    Introduction to Microsoft Excel

    Python Fundamentals

    Statistics and Hypothesis Testing for Data science

    Data Analysis and Data Viz : Introduction to Numpy and Pandas

  • R Programming for Complete Beginners

    Welcome to the Course

    Getting Ready to Learn R

    Basics of Programming

    Basics of R Programming

  • Graphics in R: Data Visualization and Data Analysis with R

    Course Introduction

    R and R Studio set up

    Download all the r scripts used!

    R for Beginners: Data structures crash

    Introduction to factors in R

    Importing data into r with tidyverse package

    data analysis, transformation and manipulation

    merging with merge() function

    reshape package in r: melting and casting

    tidyr package: gather and spread function

    dplyr package

    Graphics in R: Beginner Level

    Data visualization in r: Beginner level

    Beginner Project: Financial Budget Analysis

    Beginner Project: Billionaires Analysis

    Intermediate Data Visualization & Graphics with GGPLOT 2

    ggplot2 package: qplot function in action!

    ggplot2: ggplot() function in action!

    ggplot2 project: Billionaires Analysis with ggplot2 package

    Lattice Package

    Lattice Package project: Home Loan Approvals Visualization project

    Going Further with Data Visualizations

    ggplot2 scales & guides

    faceting with ggplot2

    ggplot2 themes

    Credit Card Approvals Visualization Project

    Interactive r plots ggvis package from shiny

    Supermarket Sales Visualization Project

    3d scatter plots in r

  • Build an Interactive Data Analytics Dashboard with Python

    Getting Started

    Getting the Data

    Data Cleaning and Transformation

    Data Smoothing

    Exponential Growth and Decline Models

    Logistic Growth Models

    Modeling New Waves

    Encapsulation into Classes

    Running all of the Code

    Visualization with Plotly

    Intro to HTML and CSS

    Building the Dashboard with Dash

    Deployment

  • Modern Data Wrangling with AI and Python

    Welcome

    Getting Started

    Data Exploration - What can you tell me about the data?

    Enough Python to start your journey

    My journey to data wrangling

    Structured data - Tables

    More on Python - Functions, properties and some other goodies

    Unstructured Data

    Web services or Application Programming interfaces

    Lists, dictionaries and data types in Python

    How to make data useful - Structuring

    How do I clean data?

    Enrichment - how to make data valuable

    Validation - making sure the data is correct

    Publishing - querying, sharing and presenting data

    Conclusion

  • Power BI Data Analytics & Business Intelligence Course

    Power BI Advance Analytics Course

  • Advanced Analytics with Power BI

    Advance Data Visualization

    End to End project

    Advance DAX

    Power BI Service

    Quiz Section

  • Tableau Data Visualization: Step by Step Guide

    Introduction

    Create Your First Visualization

    Organize Data & Create Filters

    Create Tableau Charts

    Formatting

    Create Groups, Sets & Parameters

    Introduction to Calculated Fields

    Working with Multiple Data Sources

    Projects

    Conclusion

  • Qlik Sense Data Analytics & Business Intelligence Course

    Completed Course of Qlik Sense Data Analytics Platform

  • SAP Analytics Cloud (SAC) Training Course

    Introduction

    Getting Started

    Connections

    Models

    Stories/Dashboard

    Widgets

    Tables

    More Elements of a story

    Filters

    Calculations

    Designing Stories

    Other SAC functionality

  • Machine Learning & BIG Data Analytics with Microsoft AZURE

    Azure Chatbot

    Let's starts with by creating simple chatbot

    WebChat bot

    Facebook Chatbot

    QnA Chatbot

    LUIS bot

    Custom Vision

    Computer Vision

    Content Moderator

    Text Analytics

    Translate

    Big Data Analytics- HDInsight

    Stream Analysis

  • Reinforcement Learning: Optimize Equations like a Pro

    Introduction

    Course Content

  • Big Data - Hadoop and PySpark

    Welcome to the course

    The Fundamentals

    The Foundations of Big Data

    Environment and Installation

    Hadoop Ecosystem

    Hadoop Distributed File system

    Map Reduce

    HIVE

    PYTHON FOR PYSPARK

    APACHE SPARK

    OVERVIEW OF SPARK

    STRUCTURED API OVERVIEW

    OPERATIONS ON DATAFRAMES

    WORKING WITH DIFFERENT TYPES OF DATABASE

    CREATING DATAFRAMES FROM DIFFERENT SOURCES

    AGGREGATIONS

    SPARK JOINS

    RESILIENT DISTRIBUTED DATASETS- RDDs

    DISTRIBUTED VARIABLES

    HOW SPARK RUNS ON A CLUSTER

  • Decision Trees, Random Forests, AdaBoost & XGBoost in Python

    Introduction

    Machine Learning Basics

    Setting up Python and Python Crash Course

    Simple Decision trees

    Simple Classification Tree

    Ensemble technique 1 - Bagging

    Ensemble technique 2 - Random Forests

    Ensemble technique 3 - Boosting

  • SPSS Essentials: Navigating Data Analytics with Ease

    Introduction to SPSS

    Data Input and Management

    Data Exploration and Descriptive Statistics

    Hypothesis Testing

    Analysis of Variance (ANOVA)

    Regression Analysis

    Advanced Data Analysis Techniques

    SPSS Syntax and Automation

    Reporting and Interpretation

    Used of Ai in SPSS Data Analysis

  • Data Analytics Career Overview - From Skills to Interviews

    Course Intro & Overview

    Analytics Roles Overview

    Analytics Tools

    Quantitative Analysis

    Interviews

  • Project on Hadoop - Case Study on Telecom Industry using HIVE

    Introduction

    Command and Table

    Partitioning

  • Python for Everyone

  • Power BI eBook

  • Tableau EBook

  • Data Analytics - Mercury Learning

Tools to Master

Data Science Data Science
SQL SQL
PostgreSQL PostgreSQL
Tableau Tableau
Power BI Power BI
R Programming R Programming
Python Python
Machine Learning Machine Learning

Course Certification

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