موارد استفاده یادگیری عمیق و شبکه عصبی
#DNN #ANN #CNN #AILabPage #VinodsBlog #Algorithms #DL #AI #ML #RPA #BigData #infoSecurity #InfoSec #DataScience
https://bit.ly/2KDRt1p
❇️ @ai_python

Here is the list of resources to learn Data Structures and Algorithms from beginner to advance:

📑 Prerequisite - MIT's Mathematics for Computer Science:
🔸 https://lnkd.in/ejdPkSs

📌 Khan Academy - Intro to algorithms:
🔸 https://lnkd.in/e8ZUWwz

📌 Introduction to Algorithms Book by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen:
🔸 https://lnkd.in/e8iqvwn

📌 GeeksforGeeks - Data Structures Tutorials:
🔸https://lnkd.in/eiFACVV

📌 MIT - Introduction to Algorithms:
🔸 https://lnkd.in/eKavb3T

📌 Coursera - Data Structures and Algorithms Specialization:
🔸 https://lnkd.in/eDk8ZuY

📌 Coursera - Algorithms Specialization:
🔸 https://lnkd.in/ejJw5TV

📌 MIT - Advanced Data Structures:
🔸 https://lnkd.in/eKA7FD2

📌 GeeksforGeeks - Advanced Data Structures Tutorials:
🔸 https://lnkd.in/eu2J-Bm

💡 I also found this interesting website which explains Data Structures and Algorithms through animations -

🔸 https://visualgo.net/en


#منابع
#datastructures #algorithms #mathematics #machinelearning #computerscience

✴️ @AI_Python_EN
❇️ @AI_Python

A Brief History of #Artificialintelligence by
🔗http://bit.ly/2oNyCGm #MachineLearning #ML #Robotics #Algorithms #Analytics #NeuralNetworks #NLP #BigData #DataScience #DeepLearning #DL #RT

🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

ساختن هوش مصنوعی همانند هوش مصنوعی های شرکتهای زیر
« کاری کنید که کامپیوترها هم صدای شما رو بشنوند »
Science behind Google Duplex, Google Home, Amazon Alexa, Amazon Echo, Apple Siri, Microsoft Cortana etc!

Audio Processing has massive potential in #DeepLearning. get started with audio processing #algorithms.

1. Librosa, library for voice recognition
https://lnkd.in/fb6CPYJ

2. 10 Audio Processing Tasks to get started with Deep Learning Applications - https://lnkd.in/fDDfkyw

3. Getting Started with Audio Data Analysis using Deep Learning - https://lnkd.in/fMQWNwv

4. Heart Sound Segmentation using Deep Learning (A Doctor in the Making?) - https://lnkd.in/fsqtfBQ

5. Learn Audio Beat Tracking for Music Information Retrieval - https://lnkd.in/fG4PWyX
Faizan Shaikh

6. Join Voice Information Retreival community
https://lnkd.in/fu-Qgt5

7. Complete tutorial for Speech Recognition on Python
https://lnkd.in/fszVwie

#منابع #هوش_مصنوعی #کلاس_آموزشی #آموزش_کلاسی
❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

ساختن هوش مصنوعی همانند هوش مصنوعی های شرکتهای زیر
« کاری کنید که کامپیوترها هم صدای شما رو بشنوند »
Science behind Google Duplex, Google Home, Amazon Alexa, Amazon Echo, Apple Siri, Microsoft Cortana etc!

Audio Processing has massive potential in #DeepLearning. get started with audio processing #algorithms.

1. Librosa, library for voice recognition
https://lnkd.in/fb6CPYJ

2. 10 Audio Processing Tasks to get started with Deep Learning Applications - https://lnkd.in/fDDfkyw

3. Getting Started with Audio Data Analysis using Deep Learning - https://lnkd.in/fMQWNwv

4. Heart Sound Segmentation using Deep Learning (A Doctor in the Making?) - https://lnkd.in/fsqtfBQ

5. Learn Audio Beat Tracking for Music Information Retrieval - https://lnkd.in/fG4PWyX
Faizan Shaikh

6. Join Voice Information Retreival community
https://lnkd.in/fu-Qgt5

7. Complete tutorial for Speech Recognition on Python
https://lnkd.in/fszVwie

#منابع #هوش_مصنوعی #کلاس_آموزشی #آموزش_کلاسی
❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

✳️ مفاهیمی برای شروع یادگیری که باید پیش از شروع به یادگیری پردازش زبان طبیعی با این ده الگوریتم آشنا شوید.

1. tf-idf - https://lnkd.in/ghfqfm7
2. N-grams - https://lnkd.in/gCDChaT
3. Stemming - https://lnkd.in/gwHuE68
4. Lemmatisation - https://lnkd.in/gRU8Q5m
5. Cosine similarity - https://lnkd.in/gEMj9hp
6. Bag-of-words - https://lnkd.in/gzv7NDX
7. Word2vec - https://lnkd.in/gV2yEsn
8. LDA - https://lnkd.in/gF2qcnJ
9. Edit distance - https://lnkd.in/gy3wU5H
10. LSTM - https://lnkd.in/gu9H9vM


Here are two great sources to grab free text datasets:
👉 https://lnkd.in/gABJX4w
👉 https://lnkd.in/gFR9njn

#datascience #machinelearning #nlp #deeplearning #algorithms
#منابع #فیلم #پردازش_زبان_طبیعی

✴️ @AI_Python_EN

✳️ مفاهیمی برای شروع یادگیری که باید پیش از شروع به یادگیری پردازش زبان طبیعی با این ده الگوریتم آشنا شوید.

1. tf-idf - https://lnkd.in/ghfqfm7
2. N-grams - https://lnkd.in/gCDChaT
3. Stemming - https://lnkd.in/gwHuE68
4. Lemmatisation - https://lnkd.in/gRU8Q5m
5. Cosine similarity - https://lnkd.in/gEMj9hp
6. Bag-of-words - https://lnkd.in/gzv7NDX
7. Word2vec - https://lnkd.in/gV2yEsn
8. LDA - https://lnkd.in/gF2qcnJ
9. Edit distance - https://lnkd.in/gy3wU5H
10. LSTM - https://lnkd.in/gu9H9vM


Here are two great sources to grab free text datasets:
👉 https://lnkd.in/gABJX4w
👉 https://lnkd.in/gFR9njn

#datascience #machinelearning #nlp #deeplearning #algorithms
#منابع #فیلم #پردازش_زبان_طبیعی

✴️ @AI_Python_EN

Making Algorithms Trustworthy

#Algorithms

Algorithms

✴️ @AI_Python_EN

موارد استفاده یادگیری عمیق و شبکه عصبی
#DNN #ANN #CNN #AILabPage #VinodsBlog #Algorithms #DL #AI #ML #RPA #BigData #infoSecurity #InfoSec #DataScience
https://bit.ly/2KDRt1p
❇️ @ai_python

Important Machine Learning algorithms and their Hyperparameters

#machinelearning #datascience #statistics #algorithms

✴️ @AI_Python_EN

Important Machine Learning algorithms and their Hyperparameters

#machinelearning #datascience #statistics #algorithms

✴️ @AI_Python_EN

2017 #Python #Data_Structures and #Algorithms

A good introduction to #MachineLearning and its 4 approaches:

https://towardsdatascience.com/machine-learning-an-introduction-23b84d51e6d0?gi=10a5fcd4decd

#BigData #DataScience #AI #Algorithms #ReinforcementLearning

❇️ @AI_Python_EN

Here is the list of resources to learn Data Structures and Algorithms from beginner to advance:

📑 Prerequisite - MIT's Mathematics for Computer Science:
🔸 https://lnkd.in/ejdPkSs

📌 Khan Academy - Intro to algorithms:
🔸 https://lnkd.in/e8ZUWwz

📌 Introduction to Algorithms Book by Charles E. Leiserson, Clifford Stein, Ronald Rivest, and Thomas H. Cormen:
🔸 https://lnkd.in/e8iqvwn

📌 GeeksforGeeks - Data Structures Tutorials:
🔸https://lnkd.in/eiFACVV

📌 MIT - Introduction to Algorithms:
🔸 https://lnkd.in/eKavb3T

📌 Coursera - Data Structures and Algorithms Specialization:
🔸 https://lnkd.in/eDk8ZuY

📌 Coursera - Algorithms Specialization:
🔸 https://lnkd.in/ejJw5TV

📌 MIT - Advanced Data Structures:
🔸 https://lnkd.in/eKA7FD2

📌 GeeksforGeeks - Advanced Data Structures Tutorials:
🔸 https://lnkd.in/eu2J-Bm

💡 I also found this interesting website which explains Data Structures and Algorithms through animations -

🔸 https://visualgo.net/en


#منابع
#datastructures #algorithms #mathematics #machinelearning #computerscience

✴️ @AI_Python_EN
❇️ @AI_Python

📌 All Algorithms implemented in Python
این ریپازیتوری حاوی زیادی از الگوریتم‌های قابل اجرا در پایتون هست، از ماشین‌لرنینگ تا دیتا استراکچر و ....
الگوریتم‌ها صرفا مختص پایتون نیست می‌تونید از اینجا به تمامی زبان‌ها دسترسی داشته باشید.

🔗 https://github.com/TheAlgorithms/Python

#Python #Algorithms
#Programming

@ai_python

8 الگوریتم برتر تایم سریز & نقاط قوت و نقاط ضعف
@ai_python

A short review of 8 common #TimeSeries #Forecasting #Algorithms

#Infographic source: لینکداین