Create Model using both Sequential and Functional API in Keras

Deep dive into Keras - Convolution Neural Network (CNN)

Deep Dive into Modules provided by Keras Library

Detail understanding of Keras Layers

Detailed understanding of Keras applications

Detailed understanding of the Keras Model compilation process

How Keras help in Deep Learning and Architecture of Keras Library

How to write a simple MPL based Artificial Neural Network to perform regression prediction.

Keras Backend Implementations and overview of Deep Learning

Overview of Deep Learning Library Keras and How to install Keras Library on your machine

Write a simple Long Short-Term Memory (LSTM) based RNN to do sequence analysis

Model Evaluation and Model Prediction in Keras

How to create our own Customized Layer in Keras Library

Concept of Agents and Environments in AI

Hidden Layer Perceptron in TensorFlow

MNIST Dataset in CNN

Multi-layer Perceptron in TensorFlow

Concept of Fuzzy Logic Systems

Concept of Gram Matrix

Debugging in TensorFlow

Deep Dive into TensorFlow Playground

Difference between TensorFlow and Keras

Difference between TensorFlow and PyTorch

Difference between TensorFlow and Theano

Expert Systems in AI

How to Install TensorFlow Through pip in Windows

Idea of Intelligence and components of Intelligence

Implementation of Neural Network in TensorFlow

Introduction to TensorBoard

Linear Regression in TensorFlow

Machine Learning and Deep Learning

How to Install TensorFlow through Anaconda

Introduction of Convolutional Neural Network in TensorFlow

Long short-term memory (LSTM) RNN in TensorFlow

Types of RNN and CNN Vs RNN

What is TensorFlow?

What are Artificial Neural Networks?

Working of Convolutional Neural Network

Working of RNN in TensorFlow

Advantages and Disadvantages of TensorFlow

Architecture of TensorFlow explained

AI - Popular Search Algorithms

Artificial Intelligence - Research Areas

Artificial Neural Network in TensorFlow

Basics of TensorFlow

CIFAR-10 and CIFAR-100 Dataset in TensorFlow

Classification of Neural Network in TensorFlow

Training of RNN in TensorFlow

Training of CNN in TensorFlow

Time Series in RNN

TensorFlow Single and Multiple GPU

TensorFlow Security and TensorFlow Vs Caffe

TensorFlow Object Detection

TensorFlow Mobile

TensorFlow Audio Recognition

TensorFlow APIs

Style Transferring in TensorFlow

Single Layer Perceptron in TensorFlow

Robotics in Artificial Intelligence

Recurrent Neural Network (RNN) in TensorFlow

Process of Style Transferring

Overview of Artificial Intelligence and its Application

Natural Language Processing in AI

Perform Report Operations in IBM Cognos

Overview of Data Warehouse

Introduction to IBM Cognos and its Components and Services

How to open, create, save, run and print report in Cognos

How to open, create and save Analysis in Analysis Studio in Cognos

How to create report in Report Studio

How to create List and CrossTab Report in Cognos

How to create a package using Cognos

Filters and Custom Calculations in Cognos

Data Warehouse Schemas, ETL and Reporting Tools

Cognos Studios and other capabilities

Cognos Framework Manager

Cognos - Relationships in Metadata Model

Cognos Connections

Top Tableau Desktop Interview Questions and Answers

Top Tableau Server Interview Questions and Answers

Top Power BI Interview Questions and Answers

Top Cognos TM1 Interview Questions and Answers

Top IBM DataStage Interview Questions and Answers

Top IBM Cognos Analytics Interview Questions and Answers

Principles in Cognos TM1

Introduction to Cognos TM1 Perspective

How to Setup TM1 Application Server

How to Load Data in TM1 Cubes

How to Format Cells in TM1

How to Configure Security in TM1

Cubes in Cognos TM1

Concept of Dimensions in Cognos TM1

Cognos TM1 Turbo Integrator

Cognos TM1 Installation and Configuration

Cognos TM1 Applications

Chores in Cognos TM1

How to Merge & Wrap Cells, Borders and Shades and Apply Formatting in Excel

BackStage View and Explore Window in Excel

Creating Formulas, Copying Formulas in Excel

Data Sorting and Using Ranges in Excel

Data Tables and Pivot Tables in Excel

Excel Fill Handle and Excel If Function

Freeze Panes and Conditional Format in Excel

Header and Footer, Page Break and Set Background in Excel

How to add Graphics and Perform Cross-Referencing in Excel

How to Create and Copy Worksheet in Excel

How to Create Worksheets in Excel

How to enter values and move around in Excel

How to Insert Comments and Add Text Box in Excel

How to Open, Close, Delete and Hide Worksheet in Excel

How to Perform Copy & Paste, Find & Replace in Excel

Using Styles, Themes and Templates in Excel

Using Macros in Excel

Using Functions and Built-in Functions in Excel

Translate Worksheet and workbook Security in Excel

Simple Charts and Pivot Charts in Excel

Sheet Options, Adjust Margins and Page Orientation in Excel

Printing Worksheets and Email workbooks in Excel

Perform Spell Check, Zoom In-Out and Use Special Symbols in Excel

Overview of Microsoft Excel

How to use COUNT, COUNTIF, and COUNTIFS Function and Advanced If in Excel

How to Undo Changes, Setting Cell and Fonts, Text Decoration in Excel

How to Select, Insert, Delete and Move Data in Excel

How to Save Workbook in Excel

How to Rotate Cells, Setting Colors and Text Alignment in Excel

How to Perform Data Validation and Data Filtering in Excel

Top Qlik View Interview Questions and Answers

Concept of Testing Repository in OBIEE

Views and Filters in OBIEE

Understanding Schemas in OBIEE

Types of Variables in OBIEE

Overview of Oracle Business Intelligence Edition (OBIEE)

OBIEE Security

OBIEE Administration

Multiple Logical Table Sources, Calculation Measures and Dimension Hierarchies

Level-Based Measures and Aggregates in OBIEE

Deep Dive into Repositories in OBIEE

Dashboards in OBIEE

Concept of Prompts in OBIEE

Concept of Data Warehouse and Dimension Modelling

Business and Presentation Layer of OBIEE explained

User interfaces available in Pentaho and their navigation

Overview of Pentaho and How to install Pentaho on your system

How to use the Pentaho Reporting Designer

How to use Grouping in Pentaho

How to use Functions in Reports in Pentaho

How to create Chart Report in Pentaho

How to add Page Footer Fields in Pentaho

Formatting Report Elements in Pentaho Reporting Designer

Visualization Options in Power BI

Power BI Data Sources and How to connect with them

Power BI - Supported Data Sources

Power BI - Comparison with Other BI Tools

Power BI - Administration

Overview of Power BI Embedded, Power BI Gateway and Power BI Report Server

Overview of Business Intelligence (BI) and Power BI

How to use various DAX functions in Power BI

How to Share Power BI Dashboard

How to Integrate Excel in Power BI

How to Download and Install Power BI Desktop

How to create Power BI Dashboard and Reports

Data Modeling in Power BI

Dashboard Options in Power BI

List Box and Multi Box in QlikView

Mapping Tables in QlikView

Navigation Options in QlikView

Overview of Data files (QVD) in QlikView

Processing Web Files in QlikView

Resident Load, Preceding Load and Incremental Load in QlikView

Rotating Tables in QlikView

How to create Cross Tables in QlikView

How to create Pie Chart in QlikView

Straight Tables and Pivot Tables in QlikView

Database Connection in QlikView

Dimensions and Measures in QlikView

Text Object inn QlikView

Usage of Keep Command in QlikView

Using Functions in QlikView

Using Peek and RangeSum Function in QlikView

Handling Delimited Files in QlikView

Fill Function in QlikView

Handling Excel Files in QlikView

Handling XML File in QlikView

How to create Bar Chart in QlikView

Using Match and Rank Function in QlikView

Sheet and Objects in QlikView

Set Analysis in QlikView

Overview of QlikView and How to install QlikView on your machine

Inline Data and Scripting in QlikView

Data Transformation in QlikView

Creating Dashboard in QlikView

Concept of Star Schema and Synthetic Key in QlikView

Concept of QlikView Documents

Concept of Joins in QlikView

Concatenation and Master Calendar in QlikView

Column Manipulation in QlikView

Circular Reference in QlikView

Aggregate Functions in QlikView

Top Qlik View Interview Questions and Answers

Navigating in Qlik Sense Selections

Qlik Sense Conditional Functions

Qlik Sense Counter and Exponential and Logarithmic Functions

Qlik Sense Data Model

Qlik Sense Developer: Roles and Responsibilities

Qlik Sense Distribution Plot

Qlik Sense Field Functions

Overview of Gauge Chart in Qlik Sense

Qlik Approach to Big Data

Qlik Sense Combo Chart

Qlik Sense Advantages and Limitations

Qlik Sense Architecture Components

Qlik Sense Capabilities for people, Groups and Organizations

Qlik Sense Color Functions

Overview of QlikSense

Working of Qlik Sense

What is Qlik Sense Pivot Table?

What is Advanced Analytics?

Ways of Qlik Sense Collaboration

Qlik Sense Formatting Functions

Qlik Sense distribution and Trigonometric and HyperBolic Functions

Qlik Sense Mapping and Logical Functions

Qlik Sense In Function

Qlik Sense Financial Functions

Qlik Sense filing system

Qlik Sense File Functions

Types of Qlik Sense Aggregation Functions

Tableau vs Qlik Sense vs Power BI

Significance of Text and Image in Qlik Sense

Set Analysis and Set Expressions in Qlik Sense

Selections in Qlik Sense

QlikView Vs Qlik Sense: Overview

QlikView Case Studies

Using a Scatter Plot in Qlik Sense

Using Qlik Sense Smart Search

Types of Operators in Qlik Sense

Qlik Sense Troubleshooting

Qlik Sense System Requirements

Qlik Sense System Functions

Qlik Sense Governance

Qlik Sense Tables

Qlik Sense Use Cases

Treemap Visualization in Qlik Sense

Qlik Sense Future Scope

Qlik Sense Interpretation Functions

Qlik Sense chart

Qlik Sense Script Syntax

Working of Qlik Sense

Modulo Functions in Qlik Sense

Maps in Qlik Sense

Line Chart in Qlik Sense

Key Performance Indicators (KPI) in Qlik Sense

Key Concepts of Qlik Sense

Introduction to Qlik Sense Mashup

How to Manage Content and Resources in Qlik Management Console

How to Interact With Qlik Sense Visualizations?

How to Interact with Qlik Sense interface

How to create Qlik Sense Application

General Numeric Functions in Qlik Sense

Concept of Social Engineering Attacks and Cross-Site Scripting

Components of Qlik Sense Desktop

BI Tools for giant Data Visualization

Aggregation Functions in Qlik Sense

Overview of SSAS and its Architecture

Detailed Introduction to MDX

Overview of SSIS and why SSIS is required

How SSIS works

Reporting Lifecycle in SSRS

Reports in SSRS

Overview of SSRS and its Architecture

How to create Pareto Chart in Tableau

How to create Gantt Chart in Tableau

How to create Dual Axis Chart, Box Plot and Heat Map in Tableau

How to create Crosstab and Motion Chart in Tableau

How to create Bump and Bubble Chart in Tableau

How to create Bar, Line and Pie Chart in Tableau

How to Build Sets in Tableau

How to Build Hierarchy and Groups in Tableau

Filter Operations and Extract Filters in Tableau

Extracting Data in Tableau

Editing Metadata in Tableau

Different Tools of Tableau and Tableau Architecture

Understanding Tableau Navigation and Data Terminology

Understanding Tableau Desktop Workspace

Data Window, Data Types, Data Aggregation and File Types in Tableau

Top 10 Data Visualization Tools

Tableau Quick and Context Filters

Sorting Data in Tableau

Data Blending in Tableau

Connection with Data Sources

Perform Table Calculations in Tableau

Perform Data Sorting in Tableau

Perform Calculation and Operators and Functions in Tableau

Overview of Tableau and Data Visualization

LOD Expressions in Tableau

How to perform Numeric, String and Date Calculations in Tableau

How to Join Data in Tableau using multiple sources

Condition Filters, Data Source and Top Filters in Tableau

Comparison of Tableau and Power BI

Basic Filters in Tableau

How to install Tableau on your system

How to create Waterfall, Bullet and Area Chart in Tableau

How to create Tree Maps and Heat Maps in Tableau

How to create Scatter Plot and Histogram Chart in Tableau

Overview of Tableau Server and How to install it

Setting Up Distributed Servers in Tableau Server

TIBCO BW Administration

REST Service Tutorial

Introduction to TIBCO Business Works (TIBCO BW)

File Poller in TIBCO BW

Top TIBCO Spotfire Interview Questions and Answers

Top TIBCO Business Works Interview Questions and Answers

Deep dive into Cassandra Query Language Collections and user defined data types.

Deep dive into Cassandra Shell Commands

How to Create and Alter Tables in Apache Cassandra

How to Create and Drop Indexes in Apache Cassandra

How to create, alter and drop Keyspaces in Cassandra

How to Drop and Truncate Tables in Apache Cassandra

How to set up Both cqlsh and Java environments to work with Cassandra

How to Perform CRUD ( Create , Read , Update and Delete ) Operations in Table in Apache Cassandra

Introduction to Apache Cassandra, History and Architecture

Overview of How Cassandra Stores its data

Overview of important class in Cassandra and introduction of Cassandra query shell language

Top Apache Cassandra Interview Questions and Answers

How to Monitor System statistics using Apache NiFi

How to Configure Apache NiFi

Concept of Logging in Apache NiFi

Basic Concepts of Apache NiFi and its Installation

Deep Dive into Apache Nifi – Flow Files, Queues, Process Groups and Labels

Deep dive into Apache NiFi-Processors

Detailed understanding of Apache NiFi -Templates

How to Administer Apache NiFi and Create Flows in Apache NiFi

How to upgrade Apache NiFi Installation and Remote Process Group in Apache NiFi Apache NiFi - Upgrade

Understand the concepts of Apache Nifi – Controller, Reporting Task, Add Custom Processor and Custom Controllers service.

Understanding Apache NiFi API’s with request and response example

Understanding Apache Nifi Processors Categorization and its relationship

Introduction to Apache NiFi, its History, Features and Architecture

Top Apache NiFi Interview Questions and Answers

Deep Dive into Apache NiFi User Interface

Top Apache Oozie Interview Questions and Answers

Deep Dive into Apache Oozie Workflow

How to Configure Oozie Workflow using Property File

Concept of Coordinators applications using Apache Oozie

Basics of Apache Oozie and Oozie Editors

Deep Dive into Oozie Bundle System and CLI & Extensions

Explanation of Apache Pig Group and Cogroup Operators

Detailed Study of Architecture of Apache Pig

Deep Dive into Pig Latin Diagnostic Operators

Deep Dive into Apache Pig Functions: Load & Store, Bag & Tuple, String, Date-time, Math

Basics of Pig Latin Language

Apache Pig Basics, Features and Comparison with MapReduce, Hive & SQL and History of Apache Pig

How to Execute Apache Pig

Explanation of Shell and Utility Commands provided by Apache Grunt Shell

How to Install Apache Pig and Configure Pig

How to Load data to Apache Pig from Hadoop File System

How to run Apache Pig Scripts in Batch Mode

How to Store data in Apache Pig using Store Operator

How to use Cross Operator and Union Operator in Pig Latin

How to use Split and Filter Operator in Apache Pig Latin

How to use the Join Operators in Pig Latin

How to use Distinct, For Each, Order By, Limit Operators and Eval Functions in Apache Pig

User Defined Functions in Apache Pig Latin

Top Apache Pig Interview Questions and Answers

Overview of Scala programming language and How to install Scala on your system

How to Install Apache Spark on your system

How to perform pattern matching in Scala and use of Regex expressions

How to use Functions in Scala programming Language

How to use Collections in Scala

How to use Arrays in Scala Programming Language

How to perform Exception Handling in Scala Language

How to Deploy Spark Application on Cluster

Extractor Object in Scala and how to perform pattern matching using extractors

Details of Data Types and Basic Literals in Scala

Detailed understanding of Operators in Scala Language

Deep dive into File Handling in Scala

Deep dive into Advanced programming in Spark

Basics of Scala Programming Language

Concept of String Manipulation in Scala

Conditional statements and Loop control structures in Scala

Concept of Resilient Distributed Datasets (RDD) in Apache Spark

How to use Classes and Objects in Scala programming

Overview of Apache Spark Framework

Spark Core and implementation of RDD transformations and actions in RDD programming

Detailed understanding of Scala Access Modifiers

How to use Variables in Scala with the help of example

Top Apache Spark Interview Questions and Answers

How to use the Apache Sqoop Eval and Codegen tool

How to list out the databases and tables of a particular database using Sqoop

How to import data and tables from MySQL to Hadoop HDFS

How to export data back from Hadoop HDFS to RDBMS and Create and maintain the Sqoop jobs

Introduction, Installation and Configuration of Apache Sqoop

Top Apache Sqoop Interview Questions and Answers

Application of Apache Storm Framework in Yahoo Finance

Concept of Cluster Architecture in Apache Storm

Introduction to Apache Storm and Core Concepts of Apache Storm

How to Install Apache Storm framework on your machine

How to implement Mobile Call log Analyzer using Apache Storm

How Apache Storm is used in Twitter

Detailed understanding of Workflow of Apache Storm

Deep Dive into Trident – an extension of Apache Storm

Top Apache Storm Interview Questions and Answers

Concept of Combiners in Hadoop MapReduce

Concept of MapReduce in BigData

Detailed understanding of Hadoop Architecture and Hadoop Distributed File System (HDFS)

Concept of Partitioner in MapReduce and its implementation using example

Deep dive into Hadoop administration

Deep dive into the MapReduce API

Detailed understanding of Hadoop Distributed File System (HDFS)

Phases of MapReduce Data flow and detailed understanding of Mapreduce API

Overview of YARN and its components and benefits of YARN

Overview of Big Data and Hadoop, Big Data technologies

Implementation of Word Count program using Hadoop MapReduce

Operation of MapReduce in Hadoop framework using Java

Implementation of Character Count program using Hadoop MapReduce

How to set up Hadoop Multi-Node Cluster on a distributed environment

How to perform operations in Hadoop and commands used in Hadoop

How to install Hadoop on your system

How to install Hadoop Framework on your system

How the MapReduce Algorithm works using example

Top Big Data Hadoop Interview Questions and Answers

Top Hadoop Administration Interview Questions and Answers

Deep dive into HBase architecture

Deep dive into Java Client API for HBase and its associated classes

How to create and List Table in HBase shell

How to create data in an HBase table

How to delete data in Table in HBase

How to enable and disable a Table using HBase shell

How to install HBase and configure on your system

How to make changes to an existing Table and describe it in HBase

How to read data from Table in HBase

How to start HBase interactive shell and how HBase general commands works

How to Stop HBase using Java API

How to update data in Table using HBase Shell

How to verify the existence of a Table and How to Drop a Table in HBase

Overview of HBase, its Advantages, Features and history

Top Apache HBase Interview Questions and Answers

Deep dive into HBase Scan, Count and Truncate command and how to achieve security in HBase

Deep dive into HBase Scan, Count and Truncate command and how to achieve security in HBase

Concept of Partitioning of table in Hive

Detailed understanding of built-in functions available in Hive

Different Data Types in Hive which are involved in creation of table.

How to Alter the attributes of a table and delete a Table in Hive

How to create a table in Hive and how to insert data into it

How to create and drop a database in Hive

How to create and manage Views and Create and Drop an index in Hive

How to install Hive on your system

How to perform Join operations in Hive Query Language (HQL)

How to use the select statement in Hive Query Language

Introduction to Impala, its features, advantages and disadvantages

How to start Impala Shell and the various options of the shell

How to select a database using Command and select database using Hue Browser in Impala

How to remove all the records from an existing table and to get the list of all the existing tables in Impala

How to perform changes on a given table and how to delete table in Impala

How to fetch the data from one or more tables in a database and fetch description in Impala

How to download, install and set up Impala in your system

How to create a table in the required database in Impala

How to Create, Alter and Drop a View in Impala

Explanation of Union Clause, With Clause and Distinct Operator in Impala

Explanation of Limit Clause and Offset Clause in Impala

Data Types in Impala Query Language

Detailed understanding of Architecture of Impala

Explanation of Order by Clause, Group by Clause and Having Clause in Impala

How to add new records into an existing table in a database using INSERT in Impala

How to create a database in Impala

How to drop a database in Impala

Top Apache Impala Interview Questions and Answers

Top Apache Hive Interview Questions and Answers

Deep Dive into Apache NiFi User Interface

Deep dive into built-in operators of Hive

Advanced Indexing in MongoDB and Limitation of Indexing in MongoDB

Concept of Capped Collections and Auto-Increment Sequence in MongoDB

Concept of Map Reduce in MongoDB

Concept of Relationships and Database References in MongoDB

Concept of Sharding process and How to create a backup in MongoDB

Data Modelling in MongoDB and How to create and Drop database in MongoDB

Deep dive into Covered Queries in MongoDB and Analyzing queries

Deep dive into Replication process in MongoDB