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Machine Learning with Tensorflow

Machine Learning with Tensorflow

Machine Learning with Tensorflow

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Corporate Bridge Consultancy Private Limited

English [CC]

category icon Machine Learning,TensorFlow,IT & Software

Lectures -111

Resources -1

Duration -13 hours

4

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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

What will you learn in this course:

  • Introduction to Machine learning
  • Setting up your workstation
  • A quick introduction to using python libraries

Prerequisites

What are the prerequisites for this course?

  • Basic Python and Mathematics (Linear Algebra Basics)
  • Passion to learn
Machine Learning with Tensorflow

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction to Machine Learning
6 Lectures
  • play icon Introduction to Machine Learning with Tensorflow 04:02 04:02
  • play icon Understanding Machine Learning 06:30 06:30
  • play icon How do Machines Learns 11:03 11:03
  • play icon Uses of Machine Learning 07:49 07:49
  • play icon Examples with tensorflow by Google 08:32 08:32
  • play icon Resources File
Setting up your workstation
10 Lectures
Tutorialspoint
Numpy
8 Lectures
Tutorialspoint
Pandas
13 Lectures
Tutorialspoint
Matplotlit
12 Lectures
Tutorialspoint
Seaborn
13 Lectures
Tutorialspoint
Conda Envirement
5 Lectures
Tutorialspoint
Data Visualization
4 Lectures
Tutorialspoint
Processing
12 Lectures
Tutorialspoint
Tensorflow Basics
7 Lectures
Tutorialspoint
Tensorflow Model
12 Lectures
Tutorialspoint
Neural Networks
9 Lectures
Tutorialspoint

Instructor Details

Corporate Bridge Consultancy Private Limited

Corporate Bridge Consultancy Private Limited

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