Data Science Real-World Use Cases - Hands On Python

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Offered byUDEMY

Data Science Real-World Use Cases - Hands On Python
at
UDEMY
Overview

Solve 3 real Business Problems, Build Robust AI, Ml , NLP and Time Series models in Real World Scenarios

Duration	5 hours
Total fee	₹455
Mode of learning	Online
Credential	Certificate

Data Science Real-World Use Cases - Hands On Python

Table of contents

Overview
Highlights
Course Details
Curriculum
Faculty
+ 1 more item

Data Science Real-World Use Cases - Hands On Python
at
UDEMY
Highlights

Earn certificate of completion from Udemy
Get an easy access on mobile and TV
Students will get a 30 days money back guarantee

Data Science Real-World Use Cases - Hands On Python
at
UDEMY
Course details

Skills you will learn

Budgeting Python Sales Data Science Statistics Data analysis Forecasting

Who should do this course?

For who is curious to gain Practical Skills on Data Science, AI, Machine Learning, Natural Language Processing, Time Series Analysis

What are the course deliverables?

Gain Hands on Data Science in Machine Learning, Natural Language Processing , Time Series Analysis
Develop Natural Language Processing Models for fake news detection
Develop time series forecasting models to predict sales of a product

More about this course

It explains Projects on real Data and real-world Problems. No toy data! This is the simplest & best way to become a Data Scientist/AI Engineer/ ML Engineer
It shows and explains the full real-world Data. Starting with Understanding Life-Cycle of Project , importing messy data, cleaning data, merging and concatenating data, grouping and aggregating data, Exploratory Data Analysis through to preparing and processing data for Statistics, Machine Learning , NLP & Time Series and Data Presentation
It gives students plenty of opportunities to practice and code on their own
In real-world projects, coding and the business side of things are equally important
This is probably the only course that teaches both: in-depth Python Coding and Big-Picture Thinking

Data Science Real-World Use Cases - Hands On Python
at
UDEMY
Curriculum

Introduction to this course

Introduction for Data Science

Project 1

Analysing your categories of Restaurants

Perform Restaurant Overview Analysis

Perform In-Depth Analysis of Restaurant

Analysing Best budget Restaurants

Perform Geographical analysis on data

Analysing Customer Behaviour using WordCloud

Project 2

Intuition behind Bag of Words

Applying Bag of words on data

Apply Naive Bayes on data..

Analyse your data & Playing with More algorithms

Project 3

Checking Stationary Trend in Data

How to make your Data Stationary ?

Intuition behind MA model --ARIMA part 2

Intuition behind AR model -- ARIMA part 3

Intuition behind Integrating -- ARIMA part 4

Data Science Real-World Use Cases - Hands On Python
at
UDEMY
Faculty details

Shan Singh

Professionally, Shan Singh is a Data Scientist having experience of 6 years in finance, retail and transport. From these courses students will straight away notice how they combine my own experience to deliver content in a easiest fashion