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INTRODUCTION
This is a legal agreement between you, i.e., the person accessing, viewing, or using the web application available at www.dreamerinfotech.in (“Website”) (referred, in this document, to as “you”, “your” or “User” as the case may be) and Dreamer Infotech Private Limited, a company incorporated under the provisions of the Companies Act, 2013, and having its registered office at  (“Dreamer Infotech” , “us”, “our” or “we”).

This document (“Terms”) sets forth the legally binding terms and conditions for your use of the Website and any other platforms that may be made available to you in the future including, but not limited to, mobile applications and electronic devices in connection with our Services (defined below). These Terms shall govern the use of this Website and our Services (as defined below) by all Users, irrespective of whether such User is a subscriber of free or paid Services. Therefore, please read these terms carefully before using this Website and availing Services offered by us.

By subscribing to any of our Services and/or using, accessing this Website in any manner, you consent to be bound by all of the terms contained herein and on the Website, which also incorporates the privacy policy available at Privacy Policy and all other operational rules and policies that may be published from time to time by us, each of which is incorporated by reference in these Terms and each of which may be updated by us from time to time. In addition, some Services may be subject to additional terms and conditions communicated by us to you, from time to time, and your use of such Services is subject to such additional terms and conditions, which are incorporated into these Terms by reference.

SUBSCRIPTION OF SERVICES
Dreamer Infotech is a platform that enables dissemination of educational content to Users through different media including but not limited to audio, visual, textual, or physical means, whether live or pre-recorded, specific details of which are more fully described in the sales brochures made available to you under the web page for each specific course on our Website (“Services”). Services shall also include any incidental or ancillary Services provided by Dreamer Infotech through this Website, or through any online or offline platform that may be opted by Dreamer Infotech in its sole discretion for transmission of its Services in the future, including but not limited to mobile applications or electronic devices. These Services are provided to you subject to these Terms and may be utilized by you, solely for your own use, and not for the use or benefit of any third party.

Dreamer Infotech offers an array of Services for our Users to choose from. Services may be of the following types:

On-demand courses with pre-recorded classes along with specific live components that Users can subscribe and enrol in at any time and access on-demand; and
Application based cohort courses where Users attend live sessions with their cohorts. To subscribe to these live courses, Users must submit an application through the specific web page of the course of their choice on the Website and wait to be contacted by our sales team who will allocate you into our earliest cohort.We reserve the right to modify our Services and the format in which it is offered at any time and in our sole discretion subject to applicable laws.

Your subscription to our Services is contingent on the following terms and conditions:

Subscription to any Service will allow you access only to the content and sessions available under such Service. We may, in our sole discretion, decide to add-on certain additional and optional content or sessions, free of charge or for a fee, from time to time, but this will not be a matter of right of the User;
Subscription to any Service will be valid for a period of 1 (one) year from the date of subscription. We reserve the right to delete and or restrict your access to the Service at any point in time post the expiry of this period.
In our endeavour to continuously improve our offering of Services, we may offer different packages of Services with different prices to members of the same cohort at our sole discretion.

REGISTRATION OF USER
To access and use the Services, you are required to register for free with Dreamer Infotech through our Website by providing your name, email address, phone number, password and such other details that may be required to be furnished by you from time to time. You hereby represent, warrant and covenant that the information provided by you is true, accurate, complete, and not misleading. Registration is a one-time process and if you have been previously registered, you shall login/sign into your account using the same credentials as provided by you during the registration process.

You shall:

not provide any false personal information to us or create any account for anyone other than yourself without such person’s permission;
not use a username that is the name of another person, with the intent to impersonate that person;
not use a username that is a name that is otherwise offensive, vulgar, obscene, or otherwise unlawful
not divulge or share your access details with any third party for any reason whatsoever;
not share your credentials with a third party with a commercial intent;
not use your credentials with the intention of intruding into our servers or causing any interference or damage to our operations.
You represent and warrant that if you are an individual, you are of legal age to form a binding contract. If you are not of legal age, you may only access, use and register on this Website with the consent of and under the supervision of a parent or legal guardian. Please note that if a User is younger than the legal age to form a binding contract, we assume that the parent or guardian of such minor has read and understood these Terms and is supervising the minor’s usage of the Website and availment of Services. Dreamer Infotech reserves the right to terminate your registration and subscription if it is brought to our notice that you do not satisfy the legal age requirement and your usage of our Website or availment of Services was not with the consent of a parent/guardian as stipulated herein.

You are solely responsible and liable for any activity that occurs on or through your account and you shall be responsible for maintaining the confidentiality of your password. You agree not to provide any other person with access to your account. You shall immediately notify us in writing of any unauthorized use of your account, or other account related security breach of which you are aware.

PRICING AND PAYMENT
You agree to pay all fees and applicable charges for Services you purchase from us. All fees and applicable charges are payable in full and in advance and will be valid until the completion of the period of your selected Service or until cancelled or terminated in accordance with these Terms. We reserve the right to delete or suspend your access to Services for incomplete payment of fees and applicable charges.

Please note that we use third party payment gateways or aggregators (“Third Party Payment Service Providers”) for the purpose of collection of fees and applicable charges. Please note that such Third Party Payment Service Providers are independent service providers and not an agent or employee of Dreamer Infotech and are independent of and not connected to Dreamer Infotech in any manner whatsoever. In the event that you are re-directed to any external website or application of such Third Party Payment Service Providers, we disclaim all liability regarding (a) the privacy of your information shared on such websites or applications; (b) security and protection measures for the information and data shared and technology employed on such websites or applications and (c) any and all interaction, correspondence, transactions that may occur between you and such Third Party Payment Service Providers. We strongly advise you to read and understand the terms and conditions and privacy policy and any other policies that may be applicable and available on their platform before using their services and sharing any information with them.

REFUND POLICY
You acknowledge that the Services purchased by you are non-transferable and non-refundable. You acknowledge that we are under no obligation to refund any fees and applicable charges paid by you, in full or partially, under no circumstances, including for modifying and extending the duration of the Service, change in the commencement date of the Service, your failure to attend or participate in the Service, modification of the structure or content of the Service.

If a refund is provided, you hereby agree and acknowledge that such amount to be refunded may either be paid in cash or credit (for purchase of any other Services of Dreamer Infotech of equivalent value) at the sole discretion of Dreamer Infotech.

INTELLECTUAL PROPERTY RIGHTS
All content created and provided by us through the Website and our Services (“Content”) is protected by copyrights, trademarks, service marks, patents, trade secrets or other proprietary rights and laws, as applicable.

Copyright in Content on the Website and Services, including but not limited to all Content, software, design, text, sound recordings and images, are our exclusive property, or licensed to us, except as otherwise expressly stated. All trademarks, service marks, trade names, trade dress, and other forms of intellectual property used on the Website and in connection with the Services are either proprietary to us or have been licensed to us. Nothing in these Terms shall be deemed to grant to the User, either directly or indirectly, any license or other right under any copyright or other intellectual property owned by or licensed to Dreamer Infotech.

You must:

not copy, reproduce, republish, upload, post, transmit or distribute in any way any Content or part thereof from the Website or Services;
not copy, transmit, display, perform, distribute (for compensation or otherwise), license, alter, store, or otherwise use the Website or Services in any manner inconsistent with these Terms;
not delete, alter, or modify any Content of the Website or the Services in any way, including but not limited to copyright or trademark symbols, logos, that you do not own or have express permission to modify;
not reverse engineer, disassemble or decompile any of the software and/or technological components of our Website or Services in whole or in part.
Subject to these Terms, we grant each User a limited, non-exclusive, non-sublicensable and non-transferable license to the use of this Content solely for their own personal, non-commercial use. Use or storage of any such Content for purposes other than personal, non-commercial use is expressly prohibited unless expressly permitted by us in writing. All Content provided by us is to be used by you only in the capacity of an end user of the Services and such Content is made available without any representations or warranties whatsoever and we hereby disclaim any implied warranties, including but not limited to warranties of fitness for use, accuracy, merchantability, or non-infringement.

Please note that the Website may include content, whether publicly posted or privately transmitted which is created and provided by other Users or third parties. However, we cannot and do not guarantee the authenticity of any such content. You acknowledge that all content accessed by you in connection with the Service is at your own risk and you will be solely responsible and liable for any damage or loss to you resulting therefrom. If you submit content to the Website, you hereby grant us a non-exclusive, worldwide, royalty-free, sub-licensable, transferable license to use, reproduce, distribute such content on our Website.

USER CONDUCT AND GUIDELINES
Users are expected to maintain a reasonable standard of decorum, decency and integrity while using the Website and Services.

You acknowledge and agree:

to be respectful, professional, and inclusive in all your interactions and communications and usage of the Website and Services and any other platform on which Dreamer Infotech may organize a group discussion;
to ensure that any communication made by you on this Website or on any present or future platform of Dreamer Infotech in connection with our Services shall not be harmful, harassing, blasphemous, defamatory, pornographic, libellous, invasive of another’s privacy, hateful, disparaging, relating to or encouraging of money laundering or gambling, illegal, obscene, defamatory, injurious to third parties, racially or ethnically objectionable, politically, religiously, or sexually objectionable;
not to communicate or behave in a manner that is harmful to minors in any way;
not to reproduce or distribute, for commercial gain or otherwise, through any medium, any part of the Services offered to you unless with our express written consent;
not to tamper, alter or modify any part of the technology of the Website and Services over which you are given access;
not to make false or malicious statements against the Services offered by us;
not to use the Website or Services in any unlawful manner, for any unlawful purpose, or in any manner inconsistent with these Terms, or act fraudulently or maliciously, for example, by hacking into or inserting malicious code, including viruses, or harmful data, into our Website or Services or any of our operating system;
not to engage in any form of antisocial, disrupting, or destructive acts, including “flaming,” “spamming,” “flooding,” “trolling,” “phishing” and “griefing” as those terms are commonly understood and used on the internet;
not to use the Website or any Services in a way that could damage, disable, overburden, impair or compromise our systems or security or interfere with other Users;
not to release any software virus or use any computer code, file, or program that is designed to interrupt, destroy, or limit the functionality of any computer resource of Dreamer Infotech;
not to carry out reverse engineering in respect of the hardware or software underlying the Website or Services or any part thereof;
to comply with any applicable law and regulation relating to downloading and or using the Content and or technology in connection with the Website or Services;
not to share any information pertaining to a third party to which the User does not have any right to share;
not to infringe any patent, trademark, copyright, or other proprietary rights of any third party;
not to deceive or mislead an addressee about the origin of such messages or communication that is grossly offensive or menacing in nature;
not to impersonate another person;
not to share any information that is patently false and untrue, and is written or published in any form, with the intent to mislead or harass a person, entity, or agency for financial gain or to cause any injury to any person; and
not to behave or communicate in a manner that threatens the unity, integrity, defence, security or sovereignty of India, its friendly relation with states, or public order or causes incitement to the commission of any cognizable offence or prevents investigation of any offence or is insulting to any other nation.

PERSONAL INFORMATION AND DATA SECURITY
Please refer to our Privacy Policy available at Privacy Policy to understand how we collect, use, share and protect your data and personal information.

THIRD PARTY APPS
Your use of the Website and Services may lead you to links of other websites or applications on the internet. When you access third party websites, you do so at your own risk. These other websites are not under our control, and you acknowledge that we are not responsible or liable for the content, functions, accuracy, legality, appropriateness or any other aspect of such websites or applications. The inclusion of any such link does not imply our endorsement of such websites or applications or association with its operators. You further acknowledge and agree that we shall not be responsible or liable, directly, or indirectly, for any damage or loss caused or alleged to be caused by or in connection with the use of or reliance on any such content, goods or services available on or through any such website or application.

INDEMNITY
You agree to defend, indemnify, and hold harmless Dreamer Infotech, its affiliates, officers, directors, employees and agents for all losses, costs, actions, claims, damages, expenses (including legal costs) or liabilities, that arise from or relate to (a) your use or misuse of the Website or Services or Content; (b) violation of any of the terms of these Terms; (c) your infringement of any of our intellectual property rights or third party’s intellectual property; (d) the use of our Services and any connected interaction with Third Party Payment Service Providers. Dreamer Infotech shall not be liable to you for any claims arising out of any act or omission on the part of Third Party Payment Service Providers in connection with the processing of fees and applicable charges. Dreamer Infotech expressly disclaims any responsibility and liability for any and all services provided by the Third Party Service Providers.

We reserve the right to assume the exclusive defence and control of any matter otherwise subject to indemnification by you, in which event you will assist and cooperate with us in asserting any available defences.

LIMITATION OF LIABILITY
All liability of Dreamer Infotech, its directors, officers, employees, and agents is expressly excluded to the fullest extent permissible under law for any direct, indirect, incidental, special, punitive, and consequential losses or damages howsoever arising from:

your use of our Website and Services and Content;
your use of content provided by other Users;
you use of content provided by third parties;
any unauthorized access or use of our secure servers.
We shall not be liable or responsible for:

interruption or cessation of use of our Website or Services or performance of any of our other obligations under these Terms due to any act or event beyond our reasonable control, including force majeure;
our inability to meet your individual requirements from the Website or Services as it is your responsibility to ensure whether the Website or Services are adequate to meet your own individual expectations prior to registering or subscribing on our Website and for our Services respectively.

Nothing contained herein shall be deemed to exclude or limit your liability in respect of any indemnity given by you under these Terms.

Without prejudice to the foregoing, none of the directors, officers, employees, and agents of Dreamer Infotech shall be personally liable for any action in connection with the Website or Services.

TERMINATION OF SERVICES / DELETION OF ACCOUNT
We reserve the right to terminate your account and access to all or any part of the Website or Services at any time, effective immediately, for violation of any of the terms of these Terms. If you wish to terminate your account, you may do so by following the instructions on the Website. However, any fees or applicable charges already paid will remain non-refundable even in the event of a termination of account. All provisions of these Terms which by their nature should survive termination shall survive termination, including, without limitation, ownership provisions, indemnity and limitations of liability. We reserve the right to promptly terminate or suspend your account or remove or disable your access to any information that is unlawful.

MODIFICATION OF TERMS OF USE
We reserve the right, at our sole discretion, to modify or replace any of the terms of these Terms, or change, suspend or discontinue any of our Services at any time with due notice to you via the Website or by email. We may also impose limits on certain features and restrict your access to certain parts of the Website without notice or liability. You acknowledge that it is your responsibility to check these Terms for updates periodically. Your continued use of the Website and Services following the posting of any changes to these Terms will be deemed to constitute an acceptance of those changes.

APPLICABLE LAW AND JURISDICTION
These Terms shall be governed by and construed in accordance with the laws of India. For the purposes of these Terms, you consent to the courts of Bengaluru, India having exclusive jurisdiction over any and all disputes that arise out of, or in relation to or connected with these Terms.

MISCELLANEOUS
These Terms contain the entire agreement between you and us with respect to the subject matter hereof, and neither one of us shall have any obligation, express or implied by law, except as set forth herein.
Any failure to enforce any provision of these Terms shall not constitute a waiver thereof or any other provisions.
In the event any provision contained herein is held to be invalid by a court of competent jurisdiction then the remaining portions of these Terms shall remain in full force and effect.
These Terms may be modified or amended, and any obligation waived at the sole discretion of Dreamer Infotech.
Unless otherwise specified in these Terms, all notices under these Terms shall be in writing and will be deemed to have been duly given when received, personally delivered, or sent by certified or registered mail, return receipt requested; when receipt is electronically confirmed, if transmitted by e-mail; or the day after it is sent, if sent for next day delivery by recognized overnight delivery service.

GRIEVANCE REDRESSAL AND GRIEVANCE OFFICER
If you wish to raise a query or complaint with us, please contact our Grievance Officer (contact details set out below) who shall acknowledge your complaint within 24 (twenty four) hours from the time of receipt of such complaint. Kindly note that once your complaint is received, we shall use our best efforts to redress it within a period of 15 (fifteen) days from the date of receipt of such complaint.

Grievance Officer

Name: Nitesh Tiwari

Designation: Director

Email ID: infotechdreamer@gmail.com



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AGGREGATE FUNCTIONS
  • MySQL count()
  • MySQL sum()
  • MySQL avg()
  • MySQL min()
  • MySQL max()
MYSQL JOIN

MySQL JOIN

DATA ANALYTICS

DATA PRE-PROCESSING/WRANGLING

NUMPY
  • Fundamentals of NumPy
  • Types of arrays in NumPy
        Ones
        Empty
        Zeros
        Create Random Array
  • Reshaping of the array
         1-D to 2-D array
         2-D to 3-D array
         3-D to 1-D array
  • Arithmetic operations on  Array
         Addition
         Subtraction
         Multiplication
         Exponential
  • Slicing of the array
        How to slice array
        Change in properties during slicing
  • Transpose of a matrix
        How to take transpose
        Rows and columns  while taking transpose
  • Dot product of the matrix
       How to take Dot product of the Matrix
PANDAS
  • Data Frame
         What is Pandas Dataframe
         Different ways to create a Dataframe
        Read data from different sources and convert them to the Dataframe.
  • Pandas Series
        What is panda Series
        How to create a Panda Series.
  • Data inspection
         Using Count, info, head, tail.
         Using Shape, describe, unique, value etc
  • Data Slicing
        Data Slicing loc and iloc
  • Dataframe operations
         How to create a column or row
        How to delete a column or row
    Operations on Rows and Columns
  • Arithmetic operations on rows and
    columns
  • Handle Duplicate value and Null value
  • Handle outlier data
  • Group by Operations
  • Data Reshaping
  • Merging, Joining ,concatenation and
    append
  • Time series
MATPLOTLIB
  • Matplotlib for 3-D visualization
  • Bar, Pie, line, histogram
  • Countplot, boxplot, heatmap
SCIKIT-LEARN
  • Scikit models
  • Preprocessing using Scikit learn
  • Classification using Scikit-learn
  • Clustering using Scikit-learn
  • Regression using Scikit-learn
STATISTICS
  • Scalar and vector
  • Introduction to linear algebra
  • Measure of central tendency mean
  • Measure of central tendency mode
  • Measure of central tendency mode
  • Variance
  • Standard deviation
    Measure of shape skewness
    Measure of shape kurtosis
    Covariance and correlation
PROBABILITY
  • Importance of probability
  • Discrete and continuous variable
  • Bayes Theorem
  • Central Limit theorem
  • Normal Distribution
  • Bernoulli distribution
  • Uniform Distribution
HYPOTHESIS TESTING
  • Hypothesis testing and mechanism
  • Confidence interval
  • Margin of Errors
  • Confidence levels
  • T test and P values using python
  • Z test and P values using python
  • Chi Squared Distribution using python
LINEAR REGRESSION
  • Types of variables
  • Types of Linear variables
  • Mathematics Behind it
  • Implementation of the model
  • Testing and Check
  • Performance of the model
  • Assumptions of the Linear Regression
POLYNOMIAL REGRESSION
  • Need of polynomial Regression
  • Types of Variables in the Polynomial regression
  • Mathematics behind it
  • Implementation of the model
  • Testing and check performance of the
    model
MULTIPLE REGRESSION
  • Need of multiple Regression
  • Mathematics behind it
  • Implementation of the model
  • Testing and check performance of the model
RANDOM FOREST ALGORITHM
  • Why to use random Forest
  • Assumptions in random Forest
  • Working and Implementation of the Model
  • Data Pre-processing in Random Forest
SUPPORT VECTOR MACHINES
  • Types of SVM
  • Implementation of the SVM
  • Creating confusion matrix
NAIVE BAYES CLASSIFIER ALGORITHM
  • Bayes Theoram
  • Implementation of Naïve Bayes
    Classifier
  • Type of Naïve Bayes Model

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JAVASCRIPT EVENTS

Event listeners and handlers
Mouse events
Keyboard events

DOCUMENT OBJECT MODEL (DOM)

Accessing and manipulating HTML elements
DOM navigation and manipulation
Creating and removing HTML elements

1. INTRODUCTION TO REACT.JS

What is React.js?
History and evolution of React.js
React.js components and their role in
building web applications
Setting up the development environment

JSX

Introduction to JSX
Basic syntax and rules of JSX
Embedding expressions in JSX
Conditional rendering in JSX
Working with lists in JSX

REACT COMPONENTS

Understanding components
Creating class components
Creating functional components
Props and state in React components
Lifecycle methods in React components

REACT EVENTS

Handling events in React
Binding event handlers in React
Passing data to event handlers in React
Conditional rendering based on events in
React

REACT FORMS

Creating forms in React
Handling form submission in React
Controlled and uncontrolled components
in React

REACT ROUTING

Introduction to React Router
Setting up routing in React
Creating routes in React

INTRODUCTION TO MONGODB

What is MongoDB?
Advantages of MongoDB over RDBMS
MongoDB data model and architecture
Setting up the development environment

CRUD OPERATIONS

Creating and inserting documents in
MongoDB
Reading documents from MongoDB
Updating documents in MongoDB
Deleting documents from MongoDB

QUERYING MONGODB

Querying MongoDB using find() method
Querying MongoDB using comparison and
logical operators
Querying MongoDB using regular
expressions
Querying MongoDB using aggregation
framework

INTRODUCTION TO NODE.JS

What is Node.js?
Advantages of Node.js over other serverside technologies
Node.js architecture and event-driven
programming model
Setting up the development environment

NODE.JS MODULES

Introduction to Node.js modules
Creating and using built-in modules
Creating and using custom modules
Working with NPM (Node Package
Manager)

NODE.JS HTTP

Creating HTTP server in Node.js
Understanding HTTP methods and status
codes
Handling HTTP requests and responses
Serving static files in Node.js

EXPRESS.JS FRAMEWORK

Introduction to Express.js framework
Creating and configuring Express.js
application
Handling HTTP requests and responses in
Express.js
Implementing middleware in Express.js

NODE.JS DATABASE CONNECTIVITY

Introduction to database connectivity in
Node.js
Connecting to MongoDB database in
Node.js
Performing CRUD operations in Node.js
using MongoDB
Using Mongoose ORM with MongoDB in
Node.js

NODE.JS SECURITY

Introduction to security in Node.js
Understanding and implementing
authentication and authorization in
Node.js
Implementing HTTPS in Node.js
Preventing common security vulnerabilities
in Node.js

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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?

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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
Lorem ipsum dolor sit amet, consectetur adipisicing elit. Optio, neque qui velit. Magni dolorum quidem ipsam eligendi, totam, facilis laudantium cum accusamus ullam voluptatibus commodi numquam, error, est. Ea, consequatur.
How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?
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How will I receive my certificate?

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