Machine Learning with Python & Statistics Noida

What you will get in this course?
  • 200+ High Quality Lectures For Life Time
  • 4 Months Live Mentor-ship Access
  • 15+ Project Access
  • Support For Code
  • Weekly Assignment and tracking of progress
  • 100% Job Assistance

According to Gartner Research, there is 2.9Lakh Data Scientist Required in 2021.

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Requirements

  • Jupyter Notebook
  • Python 3.8
  • Spacy 2.2

Here, we have a complete package that will guide you on both python and machine learning concepts from beginners to advance level. This course will thus have a connecting link between theoretical concepts such as liner regression or KNN (K-nearest neighbors algorithm) regression with actual implementation using numpy, pandas and plotly. This course will cover complete range of core functions such as classes, objects, file processing, web scrapping to algorithms such as ‘Multiclass neural network ‘ and ‘Two-class support vector machine’ to build real-life applications such as dynamic sound classification, face detection or social media bot. Thus, you will have a holistic view of the project/real life problem at hand starting from layman's perspective to an expert technical perspective. With experienced trainers having hands-on experience on real-time projects, our tutors will guide to understand each module (with life-time access to the course) and to ‘connect the dots’ between different modules of the course to help device an approach to solve real-life issues through machine learning.

Learning Path

learning path

Curriculum

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Total Lectures: 220

Python - Heart Of AI

self Placed

Live

  • 5 Weeks Program
  • 31+ Section
  • 200+ Lectures
  • 10+ Assignments
  • Basic Python programming concepts,Variables, lists, loops, function like object oriented concepts in python
  • Data iterations and different operation on data frames using numpy and pandas.
  • Exception handling & more multi-threading and data base connectivity in python.
  • UI development and application development using Flask in using python.
  • Grammar Correction in Text, Speech To text Conversion in Python
  • Guide For non-technical learners how to start programming career and prerequisites.

72 Lectures

Work Around With Jupyter Aenvironment
Data Types
Variables And Identifiers
Printing Function
Assignment Operator
Logical Operator
Arithmetic Operator
Relationship Operator
Load More

Mini and Mega Python Projects

self Placed

Live

  • 5+ Projects
  • 10+ Lectures
  • Code + Assignments
  • Basic Python projects like Hangman game, snake game, phone book using python.
  • These projects will make you proficient in Python programming language.
  • Advance projects like password generate and matplotlib also covered.
  • Boston House price prediction.

9 Lectures

The Hangman Game Description
The Hangman Game Code
Snake Game Description
Snake Game Code
Phonebook (Add, Delete, Updated Contacts) Description
Phonebook (Add, Delete, Updated Contacts) Code
Password Generator Description
Password Generator Code
Matplotlib Poc

Django Web Framework

self Placed

  • Django one of the important Python framework which helps to design web based application.
  • To deploy Machine learning application to web Django is top most used technique.
  • From installation of Django till page creation and different operations covered.
  • Services in Django, MVT, and object binding like all topics covered in depth.

12 Lectures

Introduction To Django
Installation Of Django
First App Using Django
Pages Creation - Home Page
Dynamic Pages
Operations In Django
Services Using Django (Rest Services)
Model View Template In Django
Static Template In Django Part 1
Static Template Part 2
Object Binding In Django
Multiple Object Binding

Statistics for Machine Learning

self Placed

Live

  • Basics of Statistics required for Machine learning and data science.
  • Central tendency and measure of dispersion like stats topics
  • Scaling methods and variables in Stats
  • Distribution and data engineering part of stats covered in depth.

23 Lectures

What Is Inferential Statistics?
What Is Descriptive Statistics?
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Machine Learning From Scratch

self Placed

Live

  • 5 Weeks Program
  • 33+ Section
  • 210+ Lectures
  • 10+ Assignments
  • What is machine learning, how training performs in Machine Learning, train test split in ML.
  • Different machine learning algorithms like linear regression, decision tree, random forest and other.
  • Clustering and classification algorithms in ML.
  • Supervised and unsupervised algorithms in ML.
  • LDA and PCA like important topics of Machine learning.
  • Docker Container and deployment of ML application to cloud.

73 Lectures

Descriptive Statistics
Inferential Statistics
Introduction To Machine Learning
What Is Machine Learning?
Supervised Learning
Unsupervised Learning
Nan
Machine Learning Honor Code
What Is Machine Learning?
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Mini & Mega ML Projects

self Placed

Live

  • Beginner level Ml projects like employee attrition rate detection.
  • Classification of X-ray and IRIS data set classification projects.

9 Lectures

Employee Attrition Rate Detection Using Advance Ml Algorithms Part-1
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-2
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-3
Employee Attrition Rate Detection Using Advance Ml Algorithms Part-4
Boston House Price Prediction Description
Classification Of Covid X-ray
Classification Of Covid X-ray Code
Classification Of Flowers Using Iris Dataset Description
Classification Of Flowers Using Iris Dataset Code

Course Fee

Self-Paced Learning

Machine Learning With Python and Stats

  • Python- Heart Of AI
  • Statistics For Machine Learning
  • Machine Learning An Emerging Technology

₹ 15000.00

₹ 4999.00

Live Course (Recommended)

Machine Learning With Python and Stats

  • Flexy Course+
  • Python Live Class Access
  • Machine Learning Live Class Access
  • 100% Job Assistance
  • Weekly Assignment Allocations.

₹ 15000.00

₹ 9999.00

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Tools Covered

docker
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docker

Certification

Machine Learning With Python Certificate

This certificate ensures that the student has undergone a rigorous training in “Machine Learning with Python and Statistics”. Certification @ InsideAIML ensures assistance in job interviews in more than 500 companies across the globe.

certificate

Course Mentors

FAQs

You can access it for life time. There will not be any recursive payment.

Yes, We provide 100% job assistance after this course.

This course includes python programming language, statistics and Machine Learning concepts. Hence, this course is suitable for anyone who aims to be : Python Developer OR Machine Learning Developer

This course covers every concept in detail that makes is suitable for students from both technical as well as non-technical background. Infact, significant proportion of students who have subscribed are from non-technical background.

Yes. It is accessible for lifetime. Also as new technology comes out then new content will get added in this course.

We have a weekend live classes on every Saturady-Sunday where you can join and ask doubts and get an concepts cleared.

why choose AIML

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  • Application-based learning
  • Dedicated job portal for AI
  • 100 % job Guarantee
  • 24*7 Chat Support
  • Live Class Access for 1 year.
  • 200+ Hrs of Quality Content
  • Collaboration with 150+ TOP MNC's
  • Flexible learning schedule

Testimonials

Our Learners Say

Sarang Chitnis

  • Data Scientist
  • 4.8 Years

Having bestowed upon with ML project directly after my graduation was a huge responsibility for me. I did learn few concepts during my academic course earlier but did not have experience in real-time implementation of those concepts. Working on assignments provided in the curriculum at InsideAIML helped me fill in that gap and deliver quality product to the client.

Swati Mangal

  • Business Analyst
  • 5.0 Years

My experience with insideAIML has been wonderful.A lot of what i have learned is being applied in my new role and i am grateful to insideAIML for making me capable of receving a 350% salary hike