Learn Data Science Today - Data Science Tutorial for Beginners 2020!

Learn Data Science Today - Data Science Tutorial for Beginners 2020!

How and why to start Learning to be a data scientist in 2020! This Data Science Course will give you a Step by Step idea about the Data Science Career, Data science Hands-On Projects, roles & salary offered to a Data Scientist!

This Data Science Course will give you a Step by Step idea about the Data Science Career, Data science Hands-On Projects, roles & salary offered to a Data Scientist!

Watch this Data Science tutorial today to see how and why to start Learning to be a data scientist today!

Introduction to Data Science: 3:51- 01:25:00 3:51 Trainer Introduction: The Instructor Mr. Rajib Layek who is a Business Consultant and Senior data scientist having experience of 8+ years. 6:24 Course Curriculum Overview 29:05 Introduction to Data Science 42:37 Introduction to Business Analytics: practice using optimal business management decisions with the help of graphics and analytical tools 54:54 Introduction to Machine Learning: It helps computers to learn,act,response like humans and improve their learning from experience without being explicitly programmed. 01:07:00 How to switch your career into ML 01:22:00 Introduction To Data Scientist

INTRODUCTION TO R 1:25:00 - 1:51:00

  • 1:25:00 Introduction to R
  • 1:40:00 How to set up R

R Programming 1:51:00 - 2:46:00

  • 1:51:00 R Operator
  • 2:05:00 R Conditional Statement & Loop
  • 2:17:00 Function in R

R Data Structure 2:46:00 - 3:35:00

  • 2:46:00 An Introduction of R Data Structure + Vector
  • 2:57:00 Matrix, Array and Data Frame
  • 3:11:00 A Deep Drive to R Data Frame
  • 3:24:00 Factor
  • 3:29:00 List

Import and Export in R 3:35:00 - 4:07:00

  • 3:35:00 Import CSV Data in R
  • 3:44:00 Import Text Data in R
  • 3:47:00 Import Excel, Web Data in R
  • 4:00:00 Export Data in R - Text
  • 4:02:00 Export Data in R - CSV & Excel

Data Manipulation 4:07:00 - 5:40:00

  • 4:07:00 Apply Function
  • 4:31:00 Dplyr package
  • 5:29:00 Date with R

Data Visualization 5:40:00 - 7:48:00

  • 5:40:00 Introduction to Data Visualization & Scatter Plot
  • 5:51:00 Data Visualization - mfrow
  • 5:59:00 Data Visualization - pch
  • 6:11:00 Data Visualization - Color
  • 6:13:00 Data Visualization - Line Chart
  • 6:16:00 Data Visualization - Bar Plot
  • 6:23:00 Data Visualization - Pie Chart
  • 6:29:00 Data Visualization - Histogram
  • 6:36:00 Data Visualization - Density Plot
  • 6:39:00 Data Visualization - Box Plot
  • 6:44:00 Data Visualization - Mosaic Plot and Heat Map
  • 6:52:00 Data Visualization - 3D Plot
  • 7:02:00 Correlation Plot and Word Cloud
  • 7:11:00 Data Visualization - ggplot2

Machine Learning Toolbox 7:48:00 - 8:14:00

Business Case Understanding 8:14:00 - 8:27:00

Data Pre-Processing 8:27:00 - 9:51:00

SUPERVISED LEARNING : REGRESSION 9:51:00 - 12:56:00

  • 9:51:00 Linear Regression
  • 11:50:00 Correlation Part
  • 12:04:00 Stepwise Regression
  • 12:32:00 Dummy Variable
  • 12:45:00 Non Linear

Capstone Project 12:56:00 - 13:37:00

  • 12:56:00 Introduction
  • 13:04:00 Data Understanding
  • 13:12:00 Lazy Predictor
  • 13:19:00 Data Preparation
  • 13:25:00 Data Exploration
  • 13:29:00 Feature Engineering

data-science data-analysis machine-learning artificial-intelligence deep-learning

What's new in Bootstrap 5 and when Bootstrap 5 release date?

How to Build Progressive Web Apps (PWA) using Angular 9

What is new features in Javascript ES2020 ECMAScript 2020

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Random Password Generator Online

HTML Color Picker online | HEX Color Picker | RGB Color Picker

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Simple explanations of Artificial Intelligence, Machine Learning, and Deep Learning and how they’re all different

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Learn the Difference between the most popular Buzzwords in today's tech. World — AI, Machine Learning and Deep Learning

Comparison of Data Science Vs Machine Learning Vs Artificial Intelligence

Explore the differences between Data Science, Machine Learning, Artificial Intelligence. Understand how DS, ML, and AI is extremely inter-related. Choose the Right career path!

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Artificial Intelligence vs. Machine Learning vs. Deep Learning. We are going to discuss we difference between Artificial Intelligence, Machine Learning, and Deep Learning

The Difference Between Artificial Intelligence, Machine Learning, and Deep Learning

In this post, Simple explanations of Artificial Intelligence, Machine Learning, and Deep Learning and how they’re all different. Plus, how AI and IoT are inextricably connected.