Thursday, July 23, 2020

Quantum Computing - Commonly Used Terms

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