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Designed by IITian's, only for AI Learners.
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 2022.
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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
Curriculum
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
Python Intorduction
4 Lectures
Work Around With Jupyter Aenvironment
Data Types
Variables And Identifiers
Printing Function
Data Operators
4 Lectures
Assignment Operator
Logical Operator
Arithmetic Operator
Relationship Operator
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
Django Basics To Intermediate
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
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
Beginner Level Projects
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
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
Over View of Statistics
2 Lectures
What Is Inferential Statistics?
What Is Descriptive Statistics?
Intro to basic definitions used in Statistics
3 Lectures
Data Types
Population
Sample
Machine Learning
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.
71 Lectures
Introduction to Statistics
7 Lectures
Descriptive Statistics
Inferential Statistics
Introduction To Machine Learning
What Is Machine Learning?
Supervised Learning
Unsupervised Learning
Nan
Linear Regression with One Variable
2 Lectures
Machine Learning Honor Code
What Is Machine Learning?
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.
12 Lectures
Beginner Level projects
4 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
Intermediate Level Projects
8 Lectures
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
Sentiment Analysis
Stock Price Prediction
Sales Forecasting
End to End Data Science
self Placed
Live
- 5 Weeks Program
- 33+ Section
- 180+ Lectures
- 10+ Assignments
- 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.
106 Lectures
Introduction to Data Science
2 Lectures
Introduction
How To Go Through This Course?
Exploratory Data Analysis
5 Lectures
Data Wrangling
Removing Unwanted Columns
Verify Data Is Normally Distributed?
Filling Missing Values
Checking Multi-colirnality
PowerBI
- Report generation in PowerBI.
- Industry standard projects in PowerBI
- Creating app using PowerBI, drill down approach and writing queries using SQL.
- One of the most used visualization tool in the industry covered from basic installation till top visualization techniques.
63 Lectures
Introduction To PowerBI
4 Lectures
Introduction
What Should One Learn
Echo System
Sql And Powerbi
Basics Of PowerBI
5 Lectures
Features In Powerbi-part1
Features In Powerbi-part2
Features In Powerbi-part3
Features In Powerbi-part4
Features In Powerbi-part5
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
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
Still have doubts?
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Tools Covered
Certification
Data Science IBM Certification
Opt for IBM AI Certificate directly from authorized IBM Channel. Learn end-to-end AI topics for required make successful career in AI.
Industry recognized IBM Certificate. - Support For Code through AskTalos.
- Skill Test For knowledge check and 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
- Industry Recognised AI Certificate
- InsideAIML Certificate From Leeds University UK.
- Certificate with grades in top required topics.
Course Mentors
Saurabh Mirgane
Product Manager, MBA, Leeds UK
Vikram Bakre
Sr Data Scientist
Ankit Roy
Sr Data Scientist, InsideAIML
FAQs
How long I can access this course once subscribed?
You can access it for life time. There will not be any recursive payment.
I am from non-technical background. Is this course suitable for me?
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.
Once subscribed, is the course accessible for lifetime?
Yes. It is accessible for lifetime. Also as new technology comes out then new content will get added in this course.
What job role is this course suitable for?
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.
Will I get job assistance with this course?
Yes, We provide 100% job assistance after this course.
If I have doubt in any of the topics/concepts, How should I get it resolved?
We have a weekend live classes on every Saturady-Sunday where you can join and ask doubts and get an concepts cleared.
Why Python?
To understand why Python? First understand that Python is one of the most accessible programming languages because of its simplified syntax, which gives more emphasis on natural language. Due to its ease of learning and usage, it is applied as Python Data Analysis & Python Data Science. Codes are easily written and executed faster than other programming languages. That’s why Python is most commonly used to build AI algorithm.
What can I expect from this InsideAIML’s Data Science course in {{city}}?
As a part of this AI online data science course in {{city}}, you will receive the following:
- Basic to advance training of codes and concepts such as Python for Data Science.
- Lifetime access to e-learning content for all of the courses included in the learning path.
- An industry-recognized certification from IBM upon successful completion of the program.
- Free lifetime support for code via our discussion forum.
- Complete access to our e-library.
How I can get IBM certificate?
First upon you need to maintain 80% attendance in the live classes to get qualified for IBM Certification Test. Candidate need to work on the allocated assignments and then there will be live test to get the certificate from the IBM.
Choose InsideAIML - Hone your skills
- 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
InsideAIML Reviews
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.