Udemy – Tensorflow Deep Learning – Data Science in Python 2022-9

Tensorflow Deep Learning – Data Science in Python. This course is a comprehensive 7-hour bootcamp on data science with Tensorflow in Python that teaches participants how to implement statistical modeling, data visualization, machine learning, and deep learning using the framework. The course covers all practical aspects of data science with Tensorflow and reduces the need for other resources. In the era of big data, mastering Python and Tensorflow will help you gain a competitive advantage by analyzing real data. Course instructor Minerva Singh, a graduate of Oxford and Cambridge universities with extensive experience in real data analysis, designed this course to fill the gap in traditional data science training. The course consists of 8 sections, starting with the basics of installing Tensorflow and working with libraries like Pandas and Numpy, and continuing on to statistical modeling, machine learning, and building advanced neural networks like CNN. This course emphasizes practical application of concepts with real data and helps you hone your skills in practical projects. After completing the course, you will be able to use data science tools to analyze real data and interpret the results, even if you have no prior background in Python or statistics.

What you will learn

• Harnessing the power of Anaconda/iPython for practical data science.
• Installing and using Tensorflow in Anaconda.
• Implementing statistical modeling and machine learning with Tensorflow.
• Implementing neural network modeling with Tensorflow.
• Implementing unsupervised learning based on deep learning with Tensorflow.
• Implementing deep learning-based supervised learning with Tensorflow.

This course is suitable for people who:

• Interested in learning Python-based Tensorflow for data science applications.
• Have previous experience in Python programming and/or data science concepts.
• Interested in doing data science in the Jupyter Notebook environment.
• Interested in implementing statistical and machine learning models with Tensorflow.
• Interested in implementing deep learning models with Tensorflow.

Course details for Tensorflow Deep Learning – Data Science in Python

• Publisher:  Udemy
• Instructor:  Minerva Singh
• Training level: Beginner to advanced
• Training duration: 7 hours and 21 minutes

Course syllabus on 2022/11

Prerequisites for the Tensorflow Deep Learning – Data Science in Python course

• Be Able To Operate & Install Software On A Computer
• Prior Exposure To Python Programming Will Be Beneficial
• Have prior exposure to common machine learning terms
• Prior exposure to basic statistical concepts will be useful

Course images

Sample course video

Download link

Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 1 GB

Download Part 4 – 959 MB

File(s) password: www.downloadly.ir

File size

3.9 GB