Tutorialspoint

UPGRADE YOUR SKILLS | FLAT 10% OFF | Use: UPGRADE10

Deep Data Science AIML End to End Master Class TM

person icon Dr. Noble Arya

4.2 ★★★★ ★

Deep Data Science AIML End to End Master Class TM

Real time case study comprehensive End-to-End Master Class

updated on icon Updated on Nov, 2026

language icon Language - English

AI Assistant

Lectures -21

Duration -10.5 hours

Lifetime Access

4.2 ★★★★ ★

price-loader

Lifetime Access

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.

Course Description

1:Data Science in a Nutshell

An overview of data science, its significance, and its impact on several fields is provided in this section.

Topics Covered:

  • Data science: what is it?

  • The Importance of Information in Modern Society

  • The Wide Range of Applications for Data Science

  • Data scientists, data engineers, and data analysts are important players in the field of data science.

Learning Objectives:

  • Recognize the fundamentals of data science and its applications.

  • Understanding Data Science’s Key Roles and Applications.

2. Section Two of Data Science Session

Overview:

The second part of the introduction provides further insights into the instruments and technologies in Data Science.

Topics Covered:

  • Outlook on the Instruments and Technologies Used in Data Science

  • Data Wrangling, Exploration and Visualization

  • Grasping Big Data and Its Hurdles

  • Case Studies in Data Science from the Real World

Learning Outcomes:

  • Gain insight into the tools and techniques used in Data Science.

  • Evaluate instances of data science in the real world.

3. Data science against traditional analysis

Overview:

This section highlights the discrepancies and innovations between data science and conventional data analysis techniques.

Topics Covered:

  • Reasonable conventional analysis approaches

  • From conventional to data science progression

  • Disparities in methodology, tools, and outcomes

  • Benefits of data science as compared to traditional analysis

Learning Outcomes:

  • To show how data science evolved from traditional analysis.

  • To highlight major differences and benefits associated with data science.

4. Data Scientist Part 1

Overview:

Introduction to the function of a Data Scientist, involving abilities, apparatus and processes.

Topics Covered:

  • What is a Data Scientist?

  • Significant Abilities for Data Scientists: Computer programming, Statistical packages and Domain expertise

  • Popular Tools Utilized by Data Scientists

  • Daily Duties of a Data Scientist

Learning Outcomes:

  • Grasping the position and significance of a Data Scientist.

  • Identification of predominant capabilities and implementations needed in a Data Scientist.

5. Part 2 Data Scientist

Overview:

This section takes a further look at the real-life challenges as well as career paths of being a data scientist.

Topics Covered:

  • Problems that affect Data scientists

  • Consideration of ethical issues in data science that are ethical

  • Career pathways and chances for progression for data scientists

  • Portfolio building and practical experience gaining

Learning Outcomes:

  • Get an understanding of the challenges and ethical issues associated with Data science.

  • Find out about career options available as well as ways of putting together an impressive folder in Data Science.

6. Data Science Process Overview

Overview:

The Data Science process is illustrated in summary form in this course, touching on stages and methods.

Topics Covered:

  • The life cycle of data science

  • Data acquisition and processing

  • Exploratory Data Analysis (EDA)

  • Model development and assessment

  • Deployment as well as scrutiny of Data Science models

Learning Outcomes:

  • Recognize various phases encompassed by the Data Science process.

  • Have a general grip of each stage, beginning from acquiring data to its deployment in the form of models.

7. Data Science Process Overview Part 2 

Overview:

This is a continuation of the data science process with more complex ideas and tools.

Topics Covered:

  • Advanced Data Cleaning Techniques.

  • Feature Engineering and Selection.

  • Hyperparameter Tuning and Model Optimization.

  • Introduction to Model Interpretability.

  • Post-Deployment Monitoring and Maintenance.

Learning Outcomes:

  • Acquire mastery of advanced techniques in the Data Science process.

  • Learn how to improve models and ensure they remain effective post-deployment.

8. An Opening Statement on Python for Data Science

Overview:

This part of the paper discusses about Python being a core tool in data science.

Topics Covered:

  • Why Should One Use Python in Data Science?

  • Configuring The Environment To Use Python For Data Analytics.

  • Introduction To Jupyter Notebooks.

  • Basic Python Syntax And Operations.

  • Overview Of Data Science Libraries In Python.

Learning Outcomes:

  • Ability to organize and run Python scripts meant for Data Science.

  • Ability to write simple Python code and operate Jupyter Notebooks.

9. Python Libraries for Data Science

Overview:

An attentive look at critical Python libraries that are heavily utilized in Data Science.

Topics Covered:

  • Summary of NumPy, Pandas, Matplotlib and Seaborn.

  • Managing with NumPy Arrays.

  • Data Handling using Pandas.

  • Visual Representation through Matplotlib and Seaborn.

  • Some Introduction to SciPy and Scikit-Learn regarding Machine Learning.

Learning Outcomes:

  • You will become an expert within the core Python libraries, which are used for the manipulation and representation of the data.

  • The next step is pre-processing before visual representation of the raw data can occur.

Goals

  • Introduction to Data Science
  • Data Science Session Part 2 Overview
  • Data Science Vs Traditional Analysis Overview
  • Data Scientist  Introduction to the role of a Data Scientist, including skills, tools, and responsibilities.
  • Data Science Process Overview
  • Introduction to Python for Data Science Overview
  • Python Libraries for Data Science Overview
  • Introduction to R for Data Science

Prerequisites

  • Anyone can learn this class it is very simple.

Deep Data Science AIML End to End Master Class TM

Curriculum

Check out the detailed breakdown of what’s inside the course

Section 1:

1 Lectures
  • play icon Data Science Session 1 36:46 36:46

AIML End to End Data Science Vs Traditional Analysis

1 Lectures
Tutorialspoint

Data Science Session 2

1 Lectures
Tutorialspoint

Data Science Session end to end

1 Lectures
Tutorialspoint

Data Scientist AIML End to End Session

1 Lectures
Tutorialspoint

Data Science Process Overview End to End AIML

1 Lectures
Tutorialspoint

Data Science Process Overview End to End AIML

1 Lectures
Tutorialspoint

Introduction to Python for Data Science AIML End to End Session

1 Lectures
Tutorialspoint

Python Libraries for Data Science AIML End to End Session

1 Lectures
Tutorialspoint

Introduction to R for Data Science AIML End to End Session

1 Lectures
Tutorialspoint

R Programmig Basics AIML End to End Session

1 Lectures
Tutorialspoint

Introduction to Python Programming AIML End to End Session

1 Lectures
Tutorialspoint

Introduction to Python Programming | AIML End-to-End Session

1 Lectures
Tutorialspoint

Data Structures and Functions in Python AIML End to End Session

1 Lectures
Tutorialspoint

End-to-End Python for AIML- Data Structures and Functions

1 Lectures
Tutorialspoint

Working with Libraries and Handling Files AIML End to End Session

1 Lectures
Tutorialspoint

Python Introduction to Numpy AIML End to End Session

1 Lectures
Tutorialspoint

Introduction to R Programming AIML End to End Session

1 Lectures
Tutorialspoint

Introduction to R Programming AIML End to End Session

1 Lectures
Tutorialspoint

Data Structures in R AIML End to End Sesssion

1 Lectures
Tutorialspoint

Data Structures in R AIML End to End Sesssion

1 Lectures
Tutorialspoint

Instructor Details

Dr. Noble Arya

Dr. Noble Arya

Dear Lifelong Learner,
Warm greetings and a heartfelt welcome!
I am Dr. Noble Arya, a Full-Stack Data Scientist, AI/ML/DL Researcher, Product Innovator, and lifelong learner. My professional journey has given me the opportunity to work with leading global organisations, including General Electric (GE) and Wipro Technologies, where I gained valuable experience in technology, innovation, and solving real-world challenges.
As the founder of NobleX Infinity Labs™, I have had the privilege of mentoring and inspiring more than 100,000 learners and 500 educators across 170 countries. Our educational programs have received an average rating of 4.9 out of 5 stars, reflecting the trust, encouragement, and feedback of over 100,000 learners.
My academic journey reflects my belief that learning should never stop. He has been awarded a Doctorate in Artificial Intelligence and Machine Learning, has pursued postgraduate medical education in Telemedicine through Harvard Medical School, and completed the Post Graduate Program in Artificial Intelligence and Machine Learning, offered through The University of Texas at Austin and Great Learning.
With more than 17+ years of experience in Artificial Intelligence, Machine Learning, Data Science, Deep Learning, and Value Innovation, I have come to believe that the true purpose of technology is not simply to make machines more intelligent, but to help human beings become more conscious, creative, compassionate, and capable.
Throughout my journey, I have been fortunate to receive more than 300+ national and international awards and recognitions for contributions to future skills, creativity, technological innovation, and ethical AI. While these recognitions are meaningful, what matters most to me is the opportunity to make a positive difference in someone's life through education.
My interests extend beyond technology. I am deeply passionate about Computer Science, Artificial Intelligence, Design Thinking, Pure Consciousness, Human Potential, and Value Innovation. I believe that meaningful progress happens when scientific understanding, human creativity, and deeper awareness come together.
Over the years, my learning and professional journey have brought me into contact with institutions and organisations such as Teach For India, Harvard Medical School, the University of Texas at Austin, and Toastmasters International. Each experience has contributed to my understanding of education, leadership, innovation, and the importance of human values.
As an entrepreneur, I have also experienced the challenges and rewards of building two startups from modest beginnings into nationally and internationally recognised ventures. These experiences taught me that innovation is not only about having great ideas. It is about persistence, experimentation, learning from failure, and creating genuine value for people.
My work and interests span several interconnected fields:
Artificial Intelligence, Machine Learning, and Deep Learning
Data Science, Computer Science, and Real-World Problem-Solving
Design Thinking, Product Development, and Value Innovation
Digital Transformation and Future Skills
Project Management, Entrepreneurship, and Leadership
Pure Consciousness, Human Awareness, and Value-Based Technology
Having worked on more than 100 projects over the past 15 years, I have learned one important lesson: knowledge becomes truly valuable when we use it to solve real problems and improve lives.
This belief continues to shape my mission.
Through my Udemy courses, YouTube channel, research initiatives, and educational programs, I want to make high-quality learning more accessible, practical, affordable, and meaningful for people from all walks of life.
My vision is ambitious, but it comes from a simple conviction: every human being deserves the opportunity to learn, grow, innovate, and realise their potential.
Over the coming decade, I aspire to contribute to the empowerment of 7 billion people worldwide, through both online and offline education, by helping them develop real-world problem-solving skills, technological understanding, creativity, and ethical awareness.
I envision a future in which Artificial Intelligence does more than automate tasks or improve productivity. I hope it becomes a powerful instrument for expanding human capabilities, nurturing consciousness, encouraging compassion, and creating a more inclusive and sustainable world.
Technology should serve humanity, and humanity should grow in wisdom alongside technology.
To me, education is not simply about acquiring certificates, mastering algorithms, or advancing careers. It is about discovering our potential, questioning our assumptions, understanding the world more deeply, and using our knowledge responsibly.
Whether you are a student, educator, researcher, entrepreneur, working professional, or simply someone curious about the future, I warmly invite you to be part of this lifelong learning journey.
Connect with me through Udemy and YouTube. Let us explore ideas, challenge conventional thinking, develop practical skills, and build a future where intelligence, innovation, consciousness, and compassion work together for the benefit of humanity.
I remain deeply grateful to the Creator, to every teacher and learner who has shaped my journey, and to the extraordinary universe of which we are all a part.
From the smallest atom to the infinite universe, may our pursuit of knowledge always be guided by wisdom, humility, gratitude, and love.
Thank you for being part of this journey.
With heartfelt gratitude and sincere regards,
Dr. Noble Arya
Founder, NobleX Infinity Labs™
Full-Stack Data Scientist | AI/ML/DL Researcher | Product Innovator
Educator | Entrepreneur | Lifelong Learner
Learning Beyond Boundaries. Innovating with Consciousness. Empowering Humanity.

Course Certificate

Use your certificate to make a career change or to advance in your current career.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
Annual Membership

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
Online Certifications

Talk to us

1800-202-0515