Udemy – 20 Case Studies in Data Science and Deep Learning™ for Business 2021-11 – Download

explanation

Data Science & Deep Learning for Business™ 20 Case Studies is a data science and deep learning for business course that includes 20 case studies using Python to solve retail, marketing, product recommendation, and category problems. Customer segmentation solves a natural problem. Language processing, prediction, etc.

In Data Science and Deep Learning™ 20 Case Studies for Business, you will learn:

Understand the value of data for your business
Solve common business problems in marketing, sales, customer segmentation, banking, real estate, insurance, travel, and more.
Explore Python, Pandas, Matplotlib and Seaborn, SkLearn, Keras, Tensorflow, NLTK, Prophet, PySpark, MLLib, and more.
Machine learning, including linear regression, K-NN, logistic regression, SVM, decision trees, and random forests
Unsupervised machine learning including K-Means, Mean-Shift, DBSCAN, EM with GMM, PCA, and t-SNE
Building a product suggestion tool
Understanding hypothesis evaluation, A/B testing, t-test, and p-value
natural language processing
Using Google Colab’s iPython Notebook
Develop machine learning models in the cloud using AWS
Pandas advanced techniques, from vectorization to parallel processing
Theoretical discussion of statistics, probability, distribution, and analysis of exploratory data.
Manipulate and analyze data using big data technology PySpark
Apply data science to marketing to improve conversion rates

Course specifications

Publisher: Udemy
teacher: Rajeev D. Ratan and Nidia Sazara
Language:English
Level: Beginner~Advanced
Number of courses: 190
Duration: 21 hours and 2 minutes

course topic

Prerequisites for the Data Science and Deep Learning™ 20 Case Study for Business:

Those who are familiar with basic programming concepts
High school level math knowledge
broadband internet connection

movie

20 video case studies introducing data science and deep learning for business:

installation manual

After extracting, watch with your favorite players.

Subtitles: English

Quality: 720p

The 2021/11 version has increased the number of lessons to 3 and the length to 31 minutes compared to the 2019/11 version. English subtitles have also been added.