Wednesday, August 25, 2021

Visual Inspection AI/ML - GCP Vertex AI AutoML - Do it yourself tutorials

Sunday, January 17, 2021

Machine Learning - Predicting Wine Quality - Use Case



Business Case: A bottle of Wine is priced based on its quality. Based on various parameters, the task here is to use machine learning to predict the quality of the wine that can help in setting the go-to-market price for that wine

Sunday, January 10, 2021

Quantum Computing - Creating Qubits (Hands on) - DIY#1b

Code here on Google Drive Link:  https://tinyurl.com/quantum-DIY 
Basics of Quantum Computing Explained.
Basics of Quantum Computing explained in simple layman's terms. 

Quantum Computing - Creating Qubits - DIY#1a
Quantum Computing - Creating Qubits (Hands on) - DIY#1b
Quantum Computing - Accessing Qubits - DIY#2
Quantum Computing - Defining Gates- DIY#3a
Quantum Computing - Moments & Circuits- DIY#4a
Quantum Computing - Series of Moments & Circuits- DIY#5a
Quantum Computing - InsertStrategy @CircuitCreation - DIY#6a

What is Quantum computing:  https://www.youtube.com/watch?v=x6-h_IVqNdI&list=PLyD1XCIRA3gSp0yjk9-hld6imLiZbHwqK&index=3

What is a Qubit?
What are Quantum Circuits?
What is meant by Superposition in Quantum Computing?
What are Quantum Gates?

Quantum Computing Do it yourself
Quantum computing basics for beginners

Monday, July 13, 2020

Python and Machine Learning Tutorials


TensorFlow Machine Learning - Do it yourself Tutorials
Data Science Tutorials


S NoTopicLink
1Python Tutorial - Getting Startedhttps://www.youtube.com/watch?v=wn_2A3EtG8M
2Python Tutorial - Data Types & Stringshttps://www.youtube.com/watch?v=Al5e1HLEVik
3Python Tutorial - List & Tupleshttps://www.youtube.com/watch?v=4JNG0Al-SuY
4Python Tutorial - Sets & Dictionaryhttps://www.youtube.com/watch?v=F5asgFnW_nc
5Python Tutorial - If Else Statementhttps://www.youtube.com/watch?v=8zzc8Kz5Vw8
6Python Tutorial - For & While Loophttps://www.youtube.com/watch?v=C2Vcpo8qNeQ
7Python Tutorial - User Defined Functionshttps://www.youtube.com/watch?v=tKjRpToHzuU
8Python Tutorial - Read & Write a Filehttps://www.youtube.com/watch?v=NJ7aW5GkbSg
9Python Tutorial - Pandas Serieshttps://www.youtube.com/watch?v=ivr2pnzKhSo
10Python Tutorial - DataFrameshttps://www.youtube.com/watch?v=gtHaiZaTd6I
11Python Tutorial - Lambda & Maphttps://www.youtube.com/watch?v=L1nWaGpq7ZE
12What is Google Colaboratory for ML DL? - Getting Startedhttps://www.youtube.com/watch?v=I2sAhoq5-Sc
13Accessing google drive files in Google Colabhttps://www.youtube.com/watch?v=lHRC5gFvQnA
14Python Basics with Google Colabhttps://www.youtube.com/watch?v=as2qCKtBZwc
15Machine Learning Flowchart with Colabhttps://www.youtube.com/watch?v=ye_EaPqEj00
16Linear Regression for Layman Explained with Colabhttps://www.youtube.com/watch?v=mqIofOfeJ04
17ML - Linear Regression Explained with Colabhttps://www.youtube.com/watch?v=nDyvxrB0zVo
18k-Nearest Neighbor (KNN) for Layman Explained with Colabhttps://www.youtube.com/watch?v=bqcFgcWI70w
19Confusion Matrix Explained k-Nearest Neighborhttps://www.youtube.com/watch?v=4xhEgCOgjIo
20What is Tensorflow 2.0? TensorFlow 2.0 Architecture Explainedhttps://www.youtube.com/watch?v=7qUHca-GKHU
21How to install TensorFlow 2 0? Install Tf 2.0 on Google Colabhttps://www.youtube.com/watch?v=G7DxU4CLnV4
22Getting Started with Tensorflow 2.0 & Executing First Codehttps://www.youtube.com/watch?v=Zm7bRqKcx0A
23Tensorflow Eager Execution - Is it default in TensorFlow 2.0?https://www.youtube.com/watch?v=eeF-efSmd_8
24TensorFlow Course Content & Useful Linkshttps://www.youtube.com/watch?v=ZNOc_TGJvl4
25TensorFlow Understand the data & Frame ML Problem (with Handson)https://www.youtube.com/watch?v=t0CN6jBfzQQ
26Preparing for training a TensorFlow ML Modelhttps://www.youtube.com/watch?v=JHVk13sJwf8
27TensorFlow Train a Deep Neural Net Modelhttps://www.youtube.com/watch?v=gdJxSKK1VdE
28Understanding Tensorboardhttps://www.youtube.com/watch?v=uyh5q7aJjvE
29TensorFlow Improving Model Performance - Feature Engineeringhttps://www.youtube.com/watch?v=m7jiwDliIEs
30TensorFlow - Improving Model Performance - Estimator Train & Eval Spechttps://www.youtube.com/watch?v=Gz2SGt94hRY
31TensorFlow Deep Learning (Neural Net)https://www.youtube.com/watch?v=UfVbhG7xAsI
32Image Classifier Neural Net with Google Colabhttps://www.youtube.com/watch?v=SthHWgkN3Wk
33Callbacks in Neural Net with Google Colabhttps://www.youtube.com/watch?v=HoB-Zx0XqPY
34Data Science - Scenario Based Practical Interview Questions with Answers - 1https://www.youtube.com/watch?v=bJPhEa3mbwo
35Scenario Based Practical Data Science Interview Questions with Answers - 2https://www.youtube.com/watch?v=2IcQ4QNWul4
36Top 15 Python Programming Questions & Solutions - Do it Yourselfhttps://www.youtube.com/watch?v=BCZWQTY9xPE