Udemy – Data Science & Deep Learning for Business™ 20 Case Studies 2021-11

Description

Data Science & Deep Learning for Business ™ 20 Case Studies is a data science and in-depth learning course for businesses with 20 case studies that you use Python to address issues in retail, marketing, product recommendation, category You will solve customer classification, natural language processing, forecasting and more.

What you will learn in Data Science & Deep Learning for Business ™ 20 Case Studies:

• Understand the value of data for business
• Solve common business issues in marketing, sales, customer classification, banking, real estate, insurance, travel and more
• Learn Python, Pandas, Matplotlib & Seaborn, SkLearn, Keras, Tensorflow, NLTK, Prophet, PySpark, MLLib and more
• Machine learning including linear regression, K-NNs, Logistic Regressions, SVMs, Decision Trees and Random Forests
• Unsupervised machine learning including K-Means, Mean-Shift, DBSCAN, EM with GMMs, PCA and t-SNE
• Build a product suggestion tool
• Hypothesis evaluation and A / B testing, understanding of t-tests and p values
• Natural Language Processing
• Use Google Colab’s iPython notebooks
• Develop your machine learning models on the cloud using AWS
• Pandas advanced techniques from Vectorizing to parallel processing
• Theoretical discussion of statistics, probabilities, distribution and analysis of exploratory data
• Big Data Skills Using PySpark to manipulate data and analyze data
• Apply data science to marketing to improve conversion rates

Course specifications

Publisher: Udemy
Instructors: Rajeev D. Ratan and Nidia Sahjara
Language: English
Level: Introductory to Advanced
Number of Courses: 190
Duration: 21 hours and 2 minutes

Course topics

Prerequisites for Data Science & Deep Learning for Business ™ 20 Case Studies:

Familiar with basic programming concepts
Highschool level math knowledge
Broadband Internet connection

Pictures

Introductory Video of Data Science & Deep Learning for Business ™ 20 Case Studies:

Installation guide

After Extract, watch with your favorite Player.

Subtitle: English

Quality: 720p

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

download link

Download part 1 – 1 GB

Download part 2 – 1 GB

Download part 3 – 1 GB

Download part 4 – 1 GB

Download part 5 – 1 GB

Download part 6 – 906 MB

File password (s): www.abc.com

Size

5.88 GB