Data Science and Analytics 8 PM

Unlock the power of data with data science and analytics

Instructor: Somil Deshmukh

Language: English,hindi

Validity Period: Lifetime

₹50000

Description
Course Content
How to Use

Description:

This course provides an introduction to data science and analytics, covering essential concepts, techniques, and tools used in the field. You will learn how to gather, clean, analyze, interpret, and visualize large datasets, enabling you to extract valuable insights and make data-driven decisions. Through hands-on exercises and real-world examples, you will gain practical skills and knowledge to navigate and excel in the dynamic field of data science.

Key Highlights:

Explore the fundamentals of data science and analytics
Learn how to collect, clean, and prepare data for analysis
Apply statistical techniques to derive meaningful insights
Master data visualization to communicate findings effectively
Gain hands-on experience with popular data science tools and programming languages
Understand the ethical considerations and challenges in data science

What you will learn:

Learning Outcome 1
Develop a solid understanding of data science concepts and methodologies.
Learning Outcome 2
Learn how to acquire, clean, and prepare data for analysis using various tools and techniques.
Learning Outcome 3
Apply statistical and exploratory data analysis techniques to extract insights and detect patterns.
Learning Outcome 4
Master the art of data visualization and effectively communicate findings through charts, graphs, and interactive dashboards.
Learning Outcome 5
Gain hands-on experience with popular data science tools like Python, R, and SQL.
Learning Outcome 6
Understand the ethical considerations, privacy concerns, and legal issues in data science and analytics.

Reviews

Load More Reviews

Other Courses


	Recording - Excel Introduction
		Excel: Introduction (day2)
		Excel: working with excel
		Membership-Info
		Working with Excel (day2)
		Excel: working with formula and Function
		Excel: Working with Formula + Error Handling
		Excel :data Privacy
		Excel :data cleaning and filtering
		Excel-Formula-Function-assignment
		Excel-Cleaning Data-Assignment2
		Important-Excel-Formula
		Excel: Data Cleaning
		Excel-More Feature Data Cleaning + issues With Data Quality
		Excel: Data Analytics Basic-Filtering-Sorting Data
		Excel-Data Analytics Basic-Filtering-Sorting Data (Day2)
		SQl : Working with Different Functions
		Excel-Filtering-Sorting-Vlookup-HLookUp-Assognment3
		Excel: working on Different functions
		Infographics of Data
		Excel : FlashFill, Dependent PickList
		excel: Pivot
		Excel: Pivot (day2)
		Excel-Pivot Assigment-4
		Excel: Working on Charts
		Working on Chart (day2)
		Car_Sales_Kaggle_DV0130EN_Lab1_Start
		Membership-Info
		Excel: Working with charts (day3)
		Test class
		Test class2
		Chart Assignment and Dashboard creation
		Excel-Creating Basic Charts-Assignment5
		Creating Advanced Charts-Assignment6
		Excel: DashBoard creatation
		Dynamic Graph
		How to Install Python
		Python and Pip Installtn
		Python (day1)
		PY0101EN-1-1-Write_your_first_python_code
		Chart-Dashboard-Final_assignment
		Python:first assignment discussion + String
		Python :Working with String
		Python: writing first program
		PY0101EN-1-2-Strings-20230410-1681084800.jupyterlite
		Live session : String assignment
		Python: List Tuple
		Python:set
		PY0101EN-2-1-Tuples-Assigment
		PY0101EN-2-2-Lists-Assignment
		Python: List Set Assignment
		PY0101EN-2-3-Sets-Assignment
		Python: dictionary
		PY0101EN-2-4-Dictionaries-Assignment
		Python: condition & Branching
		Python: Loops
		PY0101EN-3-1-Conditions_assignment
		PY0101EN-3-2-Loops_assignment
		Python: Custom Functions
		Python: Function Assignment
		PY0101EN-3-3-Functions
		Live class: Assignment (Loops condition function)
		Python: Exception Handling
		Python: Classes and Object
		python: classes and object (day2)
		3-1.2ExcecptionHandling (1)
		Classes and Object Assignment discussion
		PY0101EN-3-4-Classes
		Python classes ,Object and exception handling live session
		Python :File Read recording
		File Reading Assignment
		PY0101EN-4-1-ReadFile
		Python: Writing to File
		Python: writing file assignment
		PY0101EN-4-2-WriteFile
		Python: Loading Data Through Pandas
		Python: Data Loading (day2)
		PY0101EN-4-3-LoadData
		Python; One Dimensional Array
		python:Numphy One dimensional assignment
		PY0101EN-5-1-Numpy1D1
		Python: two dimensional Array
		Python : Two Dimensional Array Assignment
		PY0101EN-5-2-Numpy2D
		Python: Simple API
		Python : Working on rest API
		Python: working on Rest API (ady2)
		PY0101EN-5.1_Intro_API-Assignment
		Python :APi (Assignment2)
		PY0101EN-5.2_API_2.v2-Assignment
		Python: HTTP request assignment
		Python: Working with different files
		PY0101EN-5.3_Requests_HTTP
		Python: working with different files
		Python: Working with different files (day2)
		PY0101EN-5.4_WorkingWithDifferentFileTypes
		Python: Working with different files (day3)
		Database Introduction + Installtion
		mysql-8.1.0-winx64-Server
		mysql-workbench-community-8.0.34-winx64-client
		Mysql Database Setup
		SQl : Importing Data
		SQL Cheat Sheet
		Department
		Employee
		Jobs
		JobsHistory
		Location
		HR_Database_Create_Tables_Script
		SQL; Relational Database Understanding +DML
		SQL :Alter Drop truncate
		Examples to ALTER and TRUNCATE tables using MySQL
		Examples to CREATE and DROP tables
		SQL: String Pattern and Ranges
		Hands-on Lab-String Patterns, Sorting and Grouping
		SQL : Grouping and Function
		SQL: Joins
		SQL :Join (day2)
		Join-Flow
		SQl : Join (day3)
		Joins
		Database with Python
		connecting Mysql with Python
		MYSQL Lab Connecting to a database instance-Part1
		Mysql with Python (Day2)
		MYSQl-Full-assignment-with-Plot
		Mysql:Python connection (day3)
		SQl: Working with SQL Magic
		MYSQL Lab Analyzing a real World Data Set- Through SQLMagic-Copy1
		SQl: working with sqlmagic
		SQL Live session
		SQl: working with SQLLite
		SQLite Working on Real Database With SQLMagic
		SQLIte Analyzing a real World Data Set-+with SQLMagic
		ChicagoPublicSchools
		SQLite: assignments
		SQL: View and storeprocedure
		SQLITE Creating tables, inserting and querying Data-
		Stored-Procedure-assginment
		PETSALE-CREATE-v2
		view-assignment
		SQL:Transaction
		Transaction-assignment
		BankAccounts-CREATE
		ShoeShop-CREATE
		final-assignment
		chicago_crime
		chicago_public_schools
		chicago_socioeconomic_data
		Understanding Data Analysis
		Data Analysis: Importing data
		Lab 1Importing Datasets
		Data Analysis :Data Preprocessing
		Data Analysis: data Normalization + Categorical Data
		Data Analysis :Normalization + Grouping assignment
		Data Analysis Assignment Discussion
		Data Wrangling-assignment
		Data Correlations
		Data Analysis: GroupBy Association Correlation Assignment
		DA0101EN-3-Review-Exploratory-Data-Analysis
		Data Visualizations (day1)
		Data Visualization: Types of Plots
		Data Visualization :Working with MatPlotLib
		Data Visualization : Data PreProcessing through Pandas
		Lab Exploring and Pre-processing a Dataset using Pandas
		Data Visualization : Plotting through MatPlotLib
		Data Visualization : Pie Chat, BoxPlot, Scatter chat
		Lab Introduction to Matplotlib and Line Plots
		Lab Pie Charts, Box Plots, Scatter Plots, and Bubble Plots
		Lab Plotting Directly with Matplotlib
		Working on Dash
		Working on Polity graphs
		4.3_Plotly_Basics_assignment
		Working on Dash assignment (day1)
		dash_interactive-Partial
		dash_interactive_bar
		Dash: Creating dashboard (Day2)
		Machine Learning Introduction
		Machine Learning using Python + Supervise -Unsupervised
		Machine Learning:Supevised-Unsupervised- Classification
		Machine Learning : Classification + Evaluation
		Machine Learning :KNN Assignment
		ML0101EN-Clas-K-Nearest-neighbors-CustCat
		Machine Learning : Regression
		Machine Learning: Regression (day2)
		Machine Learning :Model Evalution
		Machine Learning : Multiple Regression
		Machine Learning: Multiple Regression Assignment
		ML0101EN-Reg-Mulitple-Linear-Regression-Co2
		Machine Learning : TensorFlow Introduction
		Machine Learning : TensorFlow Assignment
		Tensorflow
		Churn
		Power BI Introduction + Installation
		PBIDesktopSetup
		PowerBi: Data Cleaning
		Power BI: Multiple File Loading + DAX
		powerbi-files-zip
		DAX-Assignment
		Power BI: Plotting Graphs
		Power BI : Report and Trends
		Resume Building & Interview Preparation
		Database-Queries
		Date-Dax-Function
		Date-query
		DAX-Functions
		Neha.Chinche_JavaExposure-resume
		Python-Data-Structure
		resume-format
		SQl-Query-Part2
		SQL-Solved-Queries
		Suhail_Khan_resume_v3
		Food Prep - DAX
		Big Data: Hadoop Introduction
		VMware-player-full-16.2.5-20904516
		Hadoop Installation
		Hadoop-intsalltn-2024-updated
		Git-setup-recording
		Google-cloud-Virtula-machine-setup
		Spark: Introduction + setup
		Spark-installtion-steps
		Hadoop-Python-code
		spark-dataframe-creation-link
		Tableau :Introduction + data Loading
		Tableau: Graphs Plotting
		Recording - Tableau: Working with Relational Data 43:00
		Recording Tableau Prep Builder 1 -
		Recording - Tableau :Plotting + Dashboards 40:00
		Sample - Superstore
		book_data_for_tableau_prep (1)

You may also be interested in

Data Science and Analytics 8 PM

₹50000