Data Science Master Program

What you will get in this course?
  • 340+ High Quality Lectures For Life Time
  • 100+ hrs of course content
  • 5 Months Live Class Access
  • Weekly Assignment and tracking of progress
  • Support for Code
  • 15+ Real Time Projects
  • 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 2.0 and above

In recent times, Data Science, an emerging technology, has perhaps been the most discussed term in the Information and Technology industry. Data Science has become one of the preferred career paths among IT professionals. In the field of Data Science, Statistics plays an important role. Stats acts as basement for the career in Data Science. If you learn Data Science, without the knowledge of stats, It means constructing building without proper pillar. Here we cover the concepts from Descriptive Statistics and Inferential Statistics. On top of this we construct our first layer that is Machine Learning. In present market Career opportunities have exponentially grown in the recent few years. Even companies are searching for data scientists. You are in right time to switch your career into the Field of Data Science.

Learning Path

learning path

Curriculum

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Total Lectures: 339

Python - Heart Of AI

  • 5 Weeks Program
  • 31+ Section
  • 100+ Lectures
  • 10+ Assignments
  • Guide For non-technical learners how to start programming career and prerequisites
  • 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

72 Lectures

Importance Of Python Part 1
Importance Of Python Part 2
Hands-on Exercise – Installing Python Anaconda For The Windows, Linux And Mac.
Variables Introduction
Categorical Variable
Numerical Variable
Mixed Variable
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Mini and Mega Python Projects

  • 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.

13 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

  • 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

  • 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

  • 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.

91 Lectures

Learn About Linear Regression
Linear Programming Code- 1
Linear Programming Code- 2
Linear Programming Code- 3
Linear Programming Code- 4
Regularization Introduction
Regularization Part-1
Regularization Part- 2
Regularization Part-3
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Mini & Mega ML Projects

  • 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

End to End Data Science

  • From basics of Data science till advance Data science topics.
  • EDA techniques in Data Science.
  • Feature encoding and scaling on data.
  • Performance Metrics and time series like important Data science topics.
  • Data Science visualization tools like matplotlib.
  • Converting text data to machine understandable format like word embedding.

107 Lectures

Introduction
How To Go Through This Course?
Data Wrangling
Removing Unwanted Columns
Verify Data Is Normally Distributed?
Filling Missing Values
Checking Multi-colirnality
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Power BI

  • One of the most used visualization tool in the industry covered from basic installation till top visualization techniques.
  • Creating app using PowerBI, drill down approach and writing queries using SQL.
  • Report generation in PowerBI.
  • Industry standard projects in PowerBI

12 Lectures

Introduction To Power Bi
Importing Data To Power Bi
Import Mode Vs Direct Query Mode In Power Bi
Build Your First Power Bi Visual
Create Calculated Columns And Calculated Measures
Exploring Visual Properties
Drill Down In Power Bi
Drill Through In Power Bi
Power Queries In Power Bi
Creating Data Dimension Using Parameters
Create A Report In Power Bi- Part 1
Create A Report With Power Bi- Part 2

Course Fee

Self-Paced Learning

Data Science Flexy Course

  • Python Hear Of AI
  • Django Web Framework
  • Projects in Python
  • Statistics
  • Machine Learning
  • Projects In Machine Learning
  • End To End Data Science

₹ 18000.00

₹ 8999.00

Live Course (Recommended)

Data Science Master Live Program

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

₹ 35000.00

₹ 25000.00

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Tools Covered

docker
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docker
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docker

Certification

Data Science Certificate

This certificate ensures that the student has undergone a rigorous training in "Data Science & Machine Learning With Statistics" course with through undestanding of the concepts. Certification @InsideAIML ensures assistance in job interviews in more than 500 organizations across the globe

certificate

Course Mentors

FAQs

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

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.

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

We have a weekend mentorship support available every Sunday where you can join the session and ask doubts/get an concepts cleared

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

why choose AIML

Why To Choose InsideAiMl

  • dedicated trainers
  • dedicated job portal for AI
  • 100 % job Guarantee
  • 24*7 Chat Support
  • Live Lass Access for 1 year.
  • 200+ Hrs of Quality Content
  • Collaboration with 150+ TOP MNC's

Testimonials

Our Learners Say

Shivdeep Singh

  • AI Business Analyst
  • 4.8 Years

The course "Data Science Master Program" helped me understand and implement python in the project I was working on in office. The guidance provided in using the functions and loops were clear enough to help me complete the project in time.

Alok Sinha

  • Python Developer
  • 4.9 Years

The Job assistance provided by the InsideAIML provided me 3 job interview opportunities of which I was selected for one of the organizations that I am working on now. A special cheer for the job assistance team for providing me the interview opportunities even during the pandemic situation.

Saravana Biraru K

  • ML Engineer
  • 4.5 Years

The AI certification from InsideAIML was an ad-on feature for me during my promotion at my organization as it stands for hands-on experience on real-time assignments and complete grasp of detailed concepts in Python, Machine Learning and data science.

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