Machine Learning Machine Learning with Tensorflow

Machine Learning with Tensorflow

Catalog: Machine Learning
Short name: MLT - 2023
Course start date: 2024-07-02
Paystack
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Description

TensorFlow for Deep Learning with Python: 

We will help you learn build a neural network and how to train, evaluate and optimize it with TensorFlow.

Course Duration:- 13h 18m

Sections

General
0 activities

Introduction to Machine Learning with Tensorflow
Understanding Machine Learning
How do Machines Learns
Uses of Machine Learning
Examples with tensorflow by Google
Setting up the Workstation
Understanding program languages
Understanding and Functions of Jupyter
Learning of Jupyter installation
Understanding what Anaconda cloud is
Installation of Anaconda for Windows
Installation of Anaconda in Linux
Using the Jupyter notebook
Getting started with Anaconda
Determining options for Cloudberry
Introduction to Third Party Libraries
Numpy-Array
Numpy-Array Continue
Arrays
Arrays Continue
Indexing
Indexing Continue
Universal Functions
Introoduction to Pandas
Pandas Series
Pandas Series Continue
Import Randin
Import Randin Continue
Paratmeters
Indexing and Database
Missing Data
Missing Data-Groupby
Missing Data-Groupby Continue
Concat-Merge-Join
Operations
Import-Export
Python Visualisation
Mat Plotting
Multiple Plot Subsections
API Functionality
Title of the Plot
Change Size of Articles
Two Different Crops
Mat Plotting Label
Marker Color
Create a New Dataframe
Change the Style
Index and Value
Seaborn-Statistical Data Visualization
seaborn library
Jointplot
Pairplot
Barplot
Boxplot
Stripplot
Matrix
Matrix Continue
Grid
Grid Continue
Style
Python Libraries Conclusion
Introduction To Conda Envirement
Scikit Learn
Scikit Learn Continue
Datasets
California Dataset
Data Visualization
Datavisualization Continue
Downloading a Test Data
Population Parameter
Processing
Null Values with Median Value
Replace Missing Values
Label Enconder
Import Labelencoder
Custom Transformation
Transformer Custom Transformer
Housing with Custom Colums
Numeric Hosing Data
Liner Regression
Fine Tuning Model
Fine Tuning Model Continue
Quick-Recap
Tensorflow
Tensorflow-Hello-World
Basic Ops
Basic Ops Continue
More on Basic Ops
Eager-Mode
Concept
Linear-Regression
Linear-Model
Matrix Multiplication Function
Practice for a Simple Linear Model
Cost Function
Creative Optimizer
RR Input and Output Value
Logistic-Regression
Global Variabales Initializer
Run Optimizer
Create a Range
Introduction to Neural Networks
Basic-Concepts
Activative Functions
Activative Functions Input to Output
Classification Functions
Tensorflow-Playground
Mnist-Dataset
Mnist-Dataset Continue
More on Mnist-Dataset
Course Certificate
Secure Video
110
Certificate
1
Cost: 5000
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Course Duration:- 13h 18m