Description
Data Science & Deep Learning for Business™ 20 Case Studies is a data science and deep learning course for businesses with 20 research cases that you use Python to solve problems in retail, marketing, product recommendation, class You will solve customer segmentation, natural language processing, forecasting and more.
What you will learn in the Data Science & Deep Learning for Business™ 20 Case Studies course:
- Understanding the value of data for business
- Solve common business problems in marketing, sales, customer segmentation, banking, real estate, insurance, travel and more
- Learn Python, Pandas, Matplotlib & Seaborn, SkLearn, Keras, Tensorflow, NLTK, Prophet, PySpark, MLLib and more
- Machine learning includes 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 recommendation tool
- Hypothesis evaluation and A/B testing, understanding t-tests and p values
- Natural Language Processing
- Using Google Colab’s iPython notebooks
- Develop your machine learning models on the cloud using AWS
- Advanced Pandas techniques from vectorizing to parallel processing
- Theoretical discussion of statistics, probability, distribution and exploratory data analysis
- Big data skills using PySpark for data manipulation and data analysis
- Applying data science to marketing to improve conversion rates
Course details
Publisher: Udemy
Instructors: Rajeev D. Ratan And Nidia Sahjara
English language
Training level: introductory to advanced
Number of courses: 190
Duration: 21 hours and 2 minutes
Course topics on May 2021:
Data Science & Deep Learning for Business™ 20 Case Studies course prerequisites:
Familiar with basic programming concepts
High school level math knowledge
Broadband Internet connection
Pictures
Video introducing the Data Science & Deep Learning for Business™ 20 Case Studies course:
Installation guide
After Extract, view with your favorite Player.
English subtitle
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
Password file(s): www.downloadly.ir
Size
5.88 GB
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