Certification in Machine Learning using Python

Program Overview:

What is machine learning in python?

Machine learning is an incredibly beneficial tool that uncovers hidden insights and predicts all the future trends. Machine learning with Python will provide you with all tools that you will be needing to get started with supervised and unsupervised learning.聽

About this course

The machine learning python course dives into the basics of machine learning that uses Python, which is a well-known programing language. You will learn about supervised and unsupervised learning to look into the statistical model that relates to machine learning.聽

Introduction to machine learning with python

At DataSpace Security we will explore many popular algorithms including regression, classification, dimensional reduction, and popular models such as Root Mean Squared Error, test split, and Random Forests. You will also get the chance to learn machine learning with python with real-time examples. The most important part is you will transform your theoretical knowledge into practical skills by using hands-on labs. We鈥榣l also explore many popular algorithms that include Regression, Classification, and Dimensional Reduction, clustering.聽 You will also transform the theoretical knowledge of yours into What you’ll realize聽

What you will learn in the machine learning python course

The distinction between the two principal kinds of AI techniques: directed and unaided
Directed learning calculations, including order and relapse

Unaided learning calculations, including Clustering and Dimensionality Reduction
How factual displaying identifies with AI and how to look at them

Genuine instances of the various ways AI influences society practical skill.

Course Module

路聽聽聽聽聽 Values, Types, Variables, Operands and Expressions,

路聽聽聽聽聽 Conditional Statements, loop, Demonstrating Conditional Statements

路聽聽聽聽聽 Python files I/O Functions

路聽聽聽聽聽 Numbers, Strings and related operations

路聽聽聽聽聽 Tuples and related operations

路聽聽聽聽聽 Lists and related operations

路聽聽聽聽聽 Dictionaries and related operations

路聽聽聽聽聽 Sets and related operations

路聽聽聽聽聽 List Comprehension

  • Functions, Function Parameters, Global Variables, Variable Scope and Returning Values, Lambda Functions, Object-Oriented Concepts
  • Standard Libraries, Modules Used in Python
  • The Import Statements, Module Search Path
  • Package Installation Ways, Errors and Exception Handling
  • Handling Multiple Exceptions
  • NumPy 鈥 arrays
  • Operations on arrays, Indexing slicing and iterating,
  • Reading and writing arrays on files
  • Pandas – data structures & index operations,
  • Creating series and data frames
  • Importing and exporting data
  • Reading and Writing data from Excel/CSV formats into Pandas
  • Basic Functionalities of a data object
  • Merging of Data objects
  • Concatenation of data objects,Types of Joins on data objects
  • Exploring a Dataset Analyzing a dataset
  • matplotlib library
  • Grids, axes, plots, Markers, fonts and styling,
  • Types of plots – bar graphs, pie charts, histograms,Contour plots.
  • What is Machine Learning
  • Machine Learning Use-Cases
  • Machine Learning Process Flow
  • Machine Learning Categories
  • Linear regression, Gradient descent,
  • Supervised Learning: Implementation of Logistic regression
  • Decision tree.
  • Unsupervised Learning: What is Clustering & it鈥檚 Use Cases?
  • What is K-means Clustering? How does K-means algorithm work? Implementing K-means Clustering.
  • What are Association Rules? Association Rule Parameters, Calculating Association Rule Parameters,
  • Recommendation Engines, How does Recommendation Engines work
  • Collaborative Filtering, Content-Based Filtering
  • Why Deep Learning?
  • What is a neural network?
  • Reasons to go Deep
  • Choice of Deep Net
  • Introduction to Artificial Neural Networks
  • Feedforward Neural networks
  • Backpropagation
  • Activation functions
  • MLP
  • CNN History
  • Understanding CNNs
  • CNN Application using Keras

Program Outline of python machine learning packages

Class Mode
Online | Interactive Live sessions


Eligibility Criteria
No Eligibility Criteria. Basic concepts provided by DataSpace Academy
Course Fees
Course fees 12,000 INR + 18% GST

LAB
Lifetime Access to DataSpace Academy LAB (50+ pdf, 100+ videos)
Support
24X7 Round the clock doubt clearing session

Certificate
World Recognised Certificate


Certification in Machine Learning using Python

12,000
  • Flexible Schedule
  • Max 3 Person in a batch
  • Online LIve Interactive Session
  • Recorded Session After the class
  • World Recognised Certificate
  • DataSpace Academy Lab Access (100+ Videos, 50+ PDF)
  • 3 Months Paid Internship Program after the course
Why Python for machine learning?

You can get machine learning python course completion certification from taking up the course which you can partake in the Certifications segment of your LinkedIn profile, on printed resumes, CVs, or different records.聽

Advantages that make Python the best fit for AI and AI-based ventures incorporate straightforwardness and consistency, admittance to extraordinary libraries and systems for AI and AI (ML), adaptability, stage autonomy, and a wide local area.聽

Individuals will pay an insane amount of cash to employ individuals that are knowledgeable in the language. So in the event that you’re one of them, you have your karma on your part.

Some of our Student Feedback

sarnali dey

The place is way too professional. Every service from them are best. The place provides the besy cyber security services that is very mandatory in today's age. Love the professionalism of them.


shrimanta jana

I am a bca student & did python training from DataSpace Security. The training quality is good no doubt on that. The most important thing which I have seen over here that they are providing good support to everyone as everything is ongoing through online. Almost everything is well & good here.

Suman Jana

Nice training quality. The way of training method is nice. I have completed ethical hacking training here & looking forward to join network penetration testing.



Astami Datta roy

best institute.teachers are too friendly with good behvr.interesting learning process.very gld to become a part of it.





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