Machine Learning with Tensorflow
Machine Learning with Tensorflow
Updated on Jun, 2025
Language - English
Development ,Data Science,Machine Learning
Lectures -111
Resources -1
Duration -13 hours
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Course Description
TensorFlow is an open-source software library for numerical computation using data flow graphs. These tutorials are an entire guide to TensorFlow for Deep Learning with Python. We will help you learn to build a neural network and how to train, evaluate and optimize it with TensorFlow.
The course will include the following;
- Introduction to Machine Learning
- Setting up your workstation
- A quick introduction to using Python libraries
- Numpy
- Pandas
- Scikit
- Matplotlib
Tensorflow Basics
- Hello world in Tensorflow
- Basic Operations and Concepts
- Tensorflow Eager API
Basic Models
- Linear regression
- Logistic regression
Introduction to neural network
Target Customers:
- Data scientists
- Researchers
- Students
- Anyone who wants to learn Machine learning
Goals
- Introduction to Machine Learning
- Setting up your workstation
- A quick introduction to using Python libraries
Prerequisites
- Basic Python and Mathematics (Linear Algebra Basics)
- Passion to learn
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to Machine Learning
6 Lectures
-
Introduction to Machine Learning with Tensorflow
04:02
04:02
-
Understanding Machine Learning
06:30
06:30
-
How do Machines Learns
11:03
11:03
-
Uses of Machine Learning
07:49
07:49
-
Examples with tensorflow by Google
08:32
08:32
-
Resources File
Setting up your workstation
10 Lectures
Numpy
8 Lectures
Pandas
13 Lectures
Matplotlit
12 Lectures
Seaborn
13 Lectures
Conda Envirement
5 Lectures
Data Visualization
4 Lectures
Processing
12 Lectures
Tensorflow Basics
7 Lectures
Tensorflow Model
12 Lectures
Neural Networks
9 Lectures
Instructor Details
Corporate Bridge Consultancy Private Limited
Corporate Bridge Consultancy Private Limited - EDUCBA is an initiative by IIT IIM Graduates, We are one of the leading providers of skill-based education addressing the needs of 1,000,000+ members across 70+ Countries. With more the 15+ years of experience in Training and Development, our expertise lies in Self-paced learning, Digital Learning content, Corporate Training, Content Development and Consultancy.
Our Vision:
To be a leading and progressive partner with our clients in their journey of progress.
"We are passionate about our work. We believe in empowering and improving our members’ lives with skill-based, hands-on training programs."
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