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IT and Software Personal Development

Learn Python, JavaScript, and Microsoft SQL for Data science

Overview: Learn Python, JavaScript, and Microsoft SQL for Data science Welcome to "Learn Python, JavaScript, and Microsoft SQL for Data Science"! Thi...

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184 Lesson

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22hr 8min

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4 students enrolled

Overview: Learn Python, JavaScript, and Microsoft SQL for Data science

Welcome to "Learn Python, JavaScript, and Microsoft SQL for Data Science"! This comprehensive course is your ultimate guide to mastering three essential technologies for data science: Python, JavaScript, and Microsoft SQL. Python serves as the primary language for data analysis and machine learning, while JavaScript enables interactive data visualization on the web. Microsoft SQL is a powerful relational database management system widely used for storing and querying data. By combining these three technologies, you'll gain the skills and knowledge needed to excel in the field of data science.
  • Interactive video lectures by industry experts
  • Instant e-certificate
  • Fully online, interactive course with Professional voice-over
  • Developed by qualified first aid professionals
  • Self paced learning and laptop, tablet, smartphone friendly
  • 24/7 Learning Assistance
  • Discounts on bulk purchases

Main Course Features:

  • In-depth coverage of Python fundamentals for data analysis and machine learning
  • Hands-on projects and exercises to reinforce Python programming skills
  • Exploration of JavaScript libraries like D3.js for data visualization
  • Implementation of interactive data visualizations using JavaScript
  • Thorough understanding of Microsoft SQL for data storage and querying
  • Writing SQL queries to retrieve and manipulate data in Microsoft SQL Server
  • Real-world case studies and examples to demonstrate the integration of Python, JavaScript, and SQL in data science projects
  • Access to a supportive online community for collaboration and assistance

Who Should Take This Course:

  • Aspiring data scientists seeking to build a strong foundation in essential technologies for data science
  • Programmers and developers interested in expanding their skill set to include Python, JavaScript, and SQL for data analysis and visualization
  • Students and professionals aiming to pursue a career in data science or related fields

Learning Outcomes:

  • Master Python programming for data analysis, machine learning, and data manipulation
  • Develop interactive data visualizations using JavaScript libraries like D3.js
  • Utilize Microsoft SQL for data storage, retrieval, and manipulation
  • Write complex SQL queries to extract insights from relational databases
  • Integrate Python, JavaScript, and SQL for end-to-end data science projects
  • Build a portfolio of data science projects showcasing proficiency in Python, JavaScript, and SQL
  • Debug and troubleshoot code effectively in Python, JavaScript, and SQL environments
  • Stay updated with the latest trends and advancements in data science and technology.

Certification

Once you’ve successfully completed your course, you will immediately be sent a digital certificate. All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Assessment

At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.
Course Content
184 Lectures 22hr 8min
  • ImgIntroduction

  • ImgHow to ask great questions

  • ImgInstalling Code Editor

  • ImgWhat is JavaScript

  • ImgHello World Program

  • ImgGetting Output

  • ImgInternal JavaScript

  • ImgExternal JavaScript

  • ImgInline JavaScript

  • ImgAsync and defer

  • ImgVariables

  • ImgData Types

  • ImgNumbers

  • ImgStrings

  • ImgString Formatting

  • ImgArithmetic operators

  • ImgAssignment operators

  • ImgComparison operators

  • ImgLogical operators

  • ImgWhile loop

  • ImgDo-while loop

  • ImgFor loop

  • ImgCoding Exercise

  • ImgSolution for Coding Exercise

  • ImgCreating a Function

  • ImgFunction Call()

  • ImgFunction with parameters

  • ImgOn Submit Validation

  • ImgInput Numeric Validation

  • ImgIntroduction to Python

  • ImgPython vs. Other Languages

  • ImgWhy Its Popular

  • ImgCommand Line Basics

  • ImgPython Installation (Step By Step)

  • ImgPyCharm IDE Installation

  • ImgGetting Start PyCharm IDE

  • ImgFirst Python Hello World Program

  • ImgVariables

  • ImgData Types

  • ImgType Casting

  • ImgUser Inputs

  • ImgComments

  • ImgStrings

  • ImgString Indexing

  • ImgString Slicing

  • ImgString Built-in Functions

  • ImgFormatting String (Dynamic Data)

  • ImgArithmetic Operators

  • ImgAssignment Operators

  • ImgComparison Operators

  • ImgLogical Operators

  • ImgAND Operator

  • ImgOR Operator

  • ImgNOT Operator

  • ImgBooleans

  • ImgArrays in Earlier

  • ImgLists

  • ImgAdd List Items

  • ImgRemove List Items

  • ImgSort Lists

  • ImgJoin Lists

  • ImgTuples

  • ImgUpdate tuples

  • ImgJoin tuples

  • ImgDictionaries

  • ImgAdd Dictionary Items

  • ImgRemove Dictionary Items

  • ImgNested Dictionaries

  • ImgSets

  • ImgAdd Set Items

  • ImgRemove Set Items

  • ImgJoin Set Items

  • ImgIf Statement

  • ImgIf-else Statement

  • ImgIf-elif-else Statement

  • ImgIf Statement Coding Exercise

  • ImgFlow Charts

  • ImgWhile Loops Statement

  • ImgFor Loops Statement

  • ImgThe range() Function

  • ImgNested Loops

  • Img2D List using Nested Loop

  • ImgCreating a Function

  • ImgCalling a Function

  • ImgFunction with Arguments

  • ImgArgs, Arbitary Arguments

  • Imgkwargs, Arbitary Keyword Arguments

  • ImgProject Overview

  • ImgATM Realtime Project

  • ImgIntroduction to Class

  • ImgCreate a Class

  • ImgCalling a Class Object

  • ImgClass Parameters – Objects

  • ImgAccess Modifiers(theory)

  • ImgIntroduction to methods

  • ImgCreate a method

  • ImgMethod with parameters

  • ImgMethod default parameter

  • ImgMultiple parameters

  • ImgMethod return keyword

  • ImgMethod Over loading

  • ImgIntroduction to OOPs

  • ImgClasses and Objects

  • ImgClass Constructors

  • ImgIntroduction

  • ImgInheritance

  • ImgPolymorphism

  • ImgAssessment Test

  • ImgSolution for Assessment Test

  • ImgIntroduction

  • ImgAccess Modifiers (public, protected, private)

  • ImgEncapsulation

  • ImgAbstraction

  • ImgDice Game

  • ImgCard and Deck Game Playing

  • ImgPIP command installations

  • ImgModules

  • ImgBuilt-in Modules

  • ImgPackages

  • ImgReading CSV files

  • ImgErrors – Types of Errors

  • ImgTry – Except Exceptions Handling

  • ImgTry-Except-Finally Blocks

  • ImgIntroduction

  • ImgOverview of Databases

  • ImgMSSQL Installation

  • ImgMSSQL SSMS Installation

  • ImgConnecting to MS-SQL (Windows Authentication)

  • ImgConnecting to MS-SQL (SQL Server Authentication)

  • ImgSQL statement basic

  • ImgSELECT Statement

  • ImgSELECT DISTINCT

  • ImgColumn AS Statement

  • ImgCOUNT

  • ImgSELECT WHERE Clause – One

  • ImgSELECT WHERE Clause – Two

  • ImgORDER BY

  • ImgTOP in MSSQL

  • ImgBETWEEN

  • ImgIN Operator – Condition

  • ImgLIKE

  • ImgOverview of GROUP BY

  • ImgAggregation Function – SUM()

  • ImgAggregation Function – MIN()-MAX()

  • ImgGROUP BY – One(theory)

  • ImgGROUP BY – Two(practical)

  • ImgHAVING

  • ImgOverview of JOINS

  • ImgIntroduction to JOINS

  • ImgAS Statement

  • ImgINNER Join

  • ImgFull Outer Join

  • ImgLeft Outer Join

  • ImgRight Outer Join

  • ImgUnion

  • ImgBasic of Advanced SQL Commands

  • ImgTimestamp

  • ImgExtract from Timestamp

  • ImgMathematical Scalar Functions

  • ImgString Functions

  • ImgSub Query

  • ImgBasic of Database and Tables

  • ImgData Types

  • ImgSelect Datatype on SSMS

  • ImgHow to set Primary Key

  • ImgHow to set Foreign Key

  • ImgCreate Table using SQL Script

  • ImgInsert query

  • ImgUpdate query

  • ImgDelete query

  • ImgCheck Constraint

  • ImgNOT NULL Constraint

  • ImgUNIQUE Constraint

  • ImgOverview of Database and Tables

  • ImgCreating a Database backup using SSMS

  • ImgRestoring a Database from backup using SSMS