Size: 17.44 GB
Data Science by IITian – Data Science : Statistics, Data Science: Data Visualization, Data Science: Data Preprocessing
What you’ll learn
 Learn what is Data Science and how it is helping the modern world!

What are the benefits of Data Science and Machine Learning

Able to Solve Data Science Related Problem with the Help of R Programming
 Why R is a Must Have for Data Science , AI and Machine Learning!
 Right Guidance of the Path if You want to be a Data Scientist + Data science Interview Preparation Guide
 How to switch career in Data Science?
 R Data Structure – Matrix, Array, Data Frame, Factor, List
 Work with R’s conditional statements, functions, and loops
 Systematically Explore data in R
 Data Science Package: Dplyr , GGPlot 2
 Index, slice, and Subset Data
 Get your data in and out of R – CSV, Excel, Database, Web, Text Data
 Data Visualization : plot different types of data & draw insights like: Line Chart, Bar Plot, Pie Chart, Histogram, Density Plot, Box Plot, 3D Plot, Mosaic Plot
 Data Manipulation – Apply function, mutate(), filter(), arrange (), summarise(), groupby(), date in R
 Statistics – A Must have for Data Sciecne
 Hypothesis Testing
 Have fun with real Life Data Sets
Requirements
 No prior knowledge is required to understand for the Data Science & Machine Learning Course
 R Software will be used in the course. Installation and use of R will be taught in the course.
 All Software and data used in the course are free
Description
Are you planing to build your career in Data Science in This Year? Do you the the Average Salary of a Data Scientist is $100,000/yr? Google – For Advertise Serving, Advertise Targeting, Self Driving Car, Super Computer, Google Home etc. Google use Data Science + ML + AI to Take Decision
 Apple: Apple Use Data Science in different places like: Siri, Face Detection etc
 Facebook: Data Science , Machine Learning and AI used in Graph Algorithm for Find a Friend, Photo Tagging, Advertising Targeting, Chat bot, Face Detection etc
 NASA: Use Data Science For different Purpose
 Microsoft: Amplifying human ingenuity with Data Science
 We not only “How” to do it but also Cover “WHY” to do it?
 Theory explained by Hands On Example!
 30+ Hours Long Data Science Course
 100+ Study Materials on Each and Every Topic of Data Science!
 Code Templates are Ready to Download! Save a lot of Time
 Learn what is Data science and how Data Science is helping the modern world!
 What are the benefits of Data Science , Machine Learning and Artificial Intelligence
 Able to Solve Data Science Related Problem with the Help of R Programming
 Why R is a Must Have for Data Science , AI and Machine Learning!
 Right Guidance of the Path if You want to be a Data Scientist + Data Science Interview Preparation Guide
 How to switch career in Data Science?
 R Data Structure – Matrix, Array, Data Frame, Factor, List
 Work with R’s conditional statements, functions, and loops
 Systematically explore data in R
 Data Science Package: Dplyr , GGPlot 2
 Index, slice, and Subset Data
 Get your data in and out of R – CSV, Excel, Database, Web, Text Data
 Data Science – Data Visualization : plot different types of data & draw insights like: Line Chart, Bar Plot, Pie Chart, Histogram, Density Plot, Box Plot, 3D Plot, Mosaic Plot
 Data Science – Data Manipulation – Apply function, mutate(), filter(), arrange (), summarise(), groupby(), date in R
 Statistics – A Must have for Data Science
 Data Science – Hypothesis Testing
 Business Use Case Understanding
 Data Preprocessing
 Supervised Learning
 Logistic Regression
 KNN
 SVM
 Naive Bayes
 Decision Tree
 Random Forest
 KMean Clustering
 Hierarchical Clustering
 DBScan Clustering
 PCA (Principal Component Analysis)
 Association Rule Mining
 Model Deployment
Who is the target audience?
 Anyone who is interested in Data Science can take this course.
 Aspiring Data Scientists
 Anyone who wants to switch his career in Data Science/Analytics/Machine Learning should take this course.
 Beginners to any Programming and Interested In the Amazing world of Machine Learning, Artificial Intelligence & Data Science
 People interested in Statistics and Data Analysis
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