Data Science, Analytics & AI for Business & the Real World™
Use Data Science & Statistics To Solve Business Problems & Gain Insights Into Everyday Problems With 35+ Case Studies
4.33 (526 reviews)
4,911
students
30.5 hours
content
Nov 2021
last update
$69.99
regular price
What you will learn
Pandas to become a Data Analytics & Data Wrangling Whiz ensuring Data Quality
The most useful Machine Learning Algorithms with Scikit-learn
Statistics and Probability
Hypothesis Testing & A/B Testing
To create beautiful charts, graphs and Visualisations that tell a Story with Data
Understand common business problems and how to apply Data Science in solving them
Data Dashboards with Google Data Studio
36 Real World Business Problems and Case Studies
Recommendation Engines - Collaborative Filtering, LiteFM and Deep Learning methods
Natural Language Processing (NLP) using NLTK and Deep Learning
Time Series Forecasting with Facebook's Prophet
Data Science in Marketing (Ad engagemnt & Performance)
Consumer Analytics and Clustering
Social Media Sentiment Analysis
Understand Deep Learning (Keras, Tensorflow) and how to use it in several real world case studies
Deployment of Machine Learning Models in Production using Heroku and Flask (CI/CD)
Perform Sports, Healthcare, Resturant and Economic Analaytics
Big Data Analysis and Machine Learning with PySpark
How to use Data Science in Retail (Market Basket Analysis, Sales Analytics and Demand forecasting)
You'll be using pre-configured Jupyter Notebooks in Google Colab (no hassle or setup, extremely simple to get started)
All code examples run in your web browser regardless if you're running Windows, macOS, Linux or Android.
Screenshots
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udemy ID
10/23/2020
course created date
11/11/2020
course indexed date
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