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Data Science Real-World Case Studies - Hands On Python

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  • 52,656 Students
  • Updated 3/2025
4.6
(440 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
10 Hour(s) 32 Minute(s)
Language
English
Taught by
Shan Singh
Rating
4.6
(440 Ratings)

Course Overview

Data Science Real-World Case Studies - Hands On Python

Master Data Science Real world Projects in ML , NLP , Time Series & AI Domain to Become a Job-Ready Data Scientist

  • Are you looking to land a top-paying job in Data Science

  • Or are you a seasoned AI practitioner who want to take your career to the next level?

  • Or are you an aspiring data scientist who wants to get Hands-on Data Science and Artificial Intelligence ?


If the answer is yes to any of these questions, then this course is for you!

Data Science is one of the hottest tech fields to be in right now! The field is exploding with opportunities and career prospects. Data Science is widely adopted in many sectors nowadays such as banking, healthcare, Airlines, Logistic and technology

The purpose of this course is to provide you with knowledge of key aspects of data science applications in business in a practical, easy and fun way. The course provides students with practical hands-on experience using real-world datasets


1.Task #1 :: Predict Success of a Zomato Restaurant :  Develop an Machine Learning model to predict whether Restaurant can be success or not


2.Task #2 ::  Predict whether News is Fake or not:   Develop a Machine Learning Model that can predict whether particular news is fake or not by applying several NLP (Natural Language Processing) Techniques


3.Task #3 :: Predict sales of a Product:   Develop time series forecasting models to predict sales of a product..


Why should you take 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 you plenty of opportunities to practice and code on your own. Learning by doing.

  • 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 like How you can come up with a conclusion

  • Guaranteed Satisfaction: Otherwise, get your money back with 30-Days-Money-Back-Guarantee.



Course Content

  • 6 section(s)
  • 62 lecture(s)
  • Section 1 Introduction to this course
  • Section 2 Introduction to Life-Cycle of Data Science Project !
  • Section 3 Project 1-->> Machine Learning Project : Zomato Restaurant Success Prediction
  • Section 4 Project 2-->> NLP Project : Detect Fake News using Machine Learning in Python
  • Section 5 Project 3-->> Time Series Project : Predict Product Sales using ARIMA & SARIMAX
  • Section 6 Bonus Lesson

What You’ll Learn

  • 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


Reviews

  • V
    Vivek Basal
    5.0

    Superb

  • R
    Ruchitha
    5.0

    It was so helpul

  • A
    Augustine Chukwunta
    4.5

    It's worth it over 100%. The instructor is clear and explained complex terms in simple language, easy to understand and flow with. Kudos!

  • Y
    Yashwant
    5.0

    Very Well Explained Video Lectures covering everything from basics to advanced and giving insights of what is used in industry is also helpful

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