AI/ML Introduction and Training

1. Artificial Intelligence and Machine
Learning
1
Jump Start Your Career
A WEBINAR by DATAGROUNDED
In Collaboration with Baba Banda Singh
Bahadur Engineering College

2. 2
This Webinar is specially Tailored for Undergraduate
or Graduate Students, interested in getting started
with Machine Learning/AI. This is the right time to
Learn AI/ML concepts for Students, This will add
great value to their Skillsets, Knowledge and
opportunities
Future is Here
• AI/ML is considered the electricity of
next Industrial revolution
• AI Business is expected to reach
190Billion USD by 2025
• Almost all Industries now have to adapt
to AI/ML for their survival and growth
• Students/Engineering Graduates will
benefit greatly by upgrading their
skillset with AI/ML

3. DEMOS
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• Jupyter Notebook, Python, Scikit Learn
• How To Do Image Operations using OPEN CV
• Demo of the Object Detection
• Object Detection on Videos
• Face Detection on Camera
TOPICS COVERED
• Understand Installation of Tools needed for AI/ML
like Jupyter Notebook
• How to Run AI/ML Programs, Numpy, Pandas, Plots
and Graphs
• Overview of Various Areas in Machine Learning and
Deep Learning

4. TOPICS COVERED
PYTHON
4
JUPYTER NOTEBOOK MACHINE LEARNING/AI
OBJECT DETECTION FACE DETECTION TRENDS IN THE MARKET
Most Widely used Language for AI/ML Tool to do AI/ML Programming, Easiest
for Learning
Classical Machine Learning, Deep
Learning Intro
Detect Objects in the Images and
Videos
Detect Faces in Camera and Video Discuss Career Prospects for AI/ML

5. Our AI/ML Courses– 8-10 WEEKs (2.5 hours/Week)
HANDS ON TRAINING
Learn by Executing Python Programs. , Course is
more focused on Hands on Experience in Writing
Python Programs
SIMPLE AND EASY
You will learn AI/ML in simple and easy
steps, You can gradually learn to write
complex AI/ML/Python Programs
WEBINAR BASED
You will learn Python in 8 classes of 2 hours
each, You will also receive recorded videos
and content for each of the sections. You can
continue to learn from this account for ever
ADDITIONAL RESOURCES
Guidance from Industry Experts and access to
Valuable AI/ML/Python resources

6. AI/Machine Learning with Python (2.5
hours/Week)
PYTHON
• Basic Python Programming
• NumPy and Pandas
• Plots and Graphs
• File and Image Operations
FEATURE ENGINEERING
• Data Preprocessing
• Exploratory Data Analysis
• Dimensionality Reduction and PCA
• Data Transformation,
Distance/Metrics
PROBLEM BASED LEARNING
• Clustering Problems
• Face Detection
• Image Classification
• Introduction to Neural Networks and Deep
Learning
• DataSets, Industry Relevant Problems
REGRESSION -
CLASSFICATION
• Linear Regression, Gradient Descent
Algorithm,
• Error Functions
• SCIKIT Learn Tools
• Logistic Regression, SVM, Decision Tree,
Bayes
• Classification Report, Performance
Metrics
INTRO TO DEEP
LEARNING AND NLP
• Introduction to NLP
• Introduction to Neural Networks and
Deep Learning
• Problem based Learning

7. Presentation Title 7

8. About the Trainer
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About DataGrounded Pvt Ltd
DataGrounded was founded with a mission to Impart
High Quality Technical Education, Especially in the Area
of Machine Learning and Artificial Intelligence.
One of our Goal has been to contribute to Research and
Development by Empowering students with technical
Skillsets and Most affordable Education
Nagaraj B
• IT Professional with over 20 years of Experience
• Over 11 years of Experience in No.1 Chipmaker in
the World, Qualcomm
• Part of Core Team Commercializing SnapDragon
Chipsets 630,660,730,7500
• Education from India's Top Educational Institutes
IIT Chennai(B.Tech), IISc Bangalore(ME)
• Machine Learning PGP from BITS, Pilani
• A Meditation Teacher and Organizer in Various
Meditation Events
Website: https://www.datagrounded.com/mlwebinar
Youtube: https://www.youtube.com/c/nagarajbmachinelearning

9. THANK YOU!
9
DataGrounded:
Website: https://www.datagrounded.com/mlwebinar
Youtube: https://www.youtube.com/c/nagarajbmachinelearning
Baba Banda Singh Bahadur Engineering College:
Website: http://bbsbec.edu.in/