Tutorials on Machine learning & Deep-Learning

✍ Scribed by Kirill Eremenko and Hadelin de Ponteves

Tongue: English
Leaves: 578
Edition: 2016
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This Book is form the courses of two professional Data Scientists Kirill Eremenko from SuperDataScience and Hadelin de Ponteves from BlueLife AI.

You can get a quick overview on Machine Learning & Deep Learning from this book.
Also this book will be the best guide for the Courses of Kirill Eremenko and Hadelin de Ponteves. It can also helpful for Andrew Ng's Machine learning course.

✦ Table of Contents

Cover_topics
ml_p3_ch0_ML_Usage
ml_p3_ch0_ML_WWH
ml_p3_ch1_data_prep
ml_p3_ch2_Rgsn_1_SmpLnrRgsn
ml_p3_ch2_Rgsn_2_Multi_LnrRgsn
ml_p3_ch2_Rgsn_3_polnm_rgsn
ml_p3_ch2_Rgsn_4_SVR_supp_vec_rgsn
ml_p3_ch2_Rgsn_5_DTR_dcsn_tre_rgsn
ml_p3_ch2_Rgsn_6_RFR_rand_fost_rgsn
ml_p3_ch2_Rgsn_7_Evl_peform_rgsn
ml_p3_ch3_Clsfn_1_lgstc_rgsn
ml_p3_ch3_Clsfn_2_KNN_K_near_nbd
ml_p3_ch3_Clsfn_3_SVM_supp_vec_mchn
ml_p3_ch3_Clsfn_4_Krnl_SVM
ml_p3_ch3_Clsfn_5_Niv_bys
ml_p3_ch3_Clsfn_6_DTC_dcsn_tre_clsfn
ml_p3_ch3_Clsfn_7_RFC_rand_fost_clsfn
ml_p3_ch3_Clsfn_8_Evl_peform_clsfn
ml_p3_ch4_CTrng_1_K_mean_CTrng
ml_p3_ch4_CTrng_2_Hircl_CTrng
ml_p3_ch5_Asoctn_rul_lrng_1_apriori
ml_p3_ch5_Asoctn_rul_lrng_2_eclat
ml_p3_ch6_rinf_lrng_1_UCB
ml_p3_ch6_rinf_lrng_2_Tmpsn.docx
ml_p3_ch7_NLP
ml_p3_ch8_dp_1_ANN_1_intro
ml_p3_ch8_dp_1_ANN_2_nron
ml_p3_ch8_dp_1_ANN_3_GD_BaKpr
ml_p3_ch8_dp_1_ANN_4_py_iplmt
ml_p3_ch8_dp_1_ANN_5_predict_new_data
ml_p3_ch9_dp_2_CNN_1_intro
ml_p3_ch9_dp_2_CNN_2_ConvOp_ReLU
ml_p3_ch9_dp_2_CNN_3_PL_Flt
ml_p3_ch9_dp_2_CNN_4_Smry_CrsNtpy
ml_p3_ch9_dp_2_CNN_5_Prjct
ml_p3_ch9_dp_2_CNN_6_pdct_single_data
ml_p3_ch10_DIM_rdtn
ml_p3_ch11_pt_1_MDL_slctn
ml_p3_ch11_pt_2_XGBoost
ml_p3_ch11_pt_3_dp_tune_ANN
ml_p3_ch12_dp_3_RNN_1_intro
ml_p3_ch12_dp_3_RNN_2_LSTM
ml_p3_ch12_dp_3_RNN_3_prjct
ml_p3_ch12_dp_3_RNN_4_prjct_eval
ml_p3_ch12_dp_3_RNN_5_GRU
ml_p3_ch13_dp_4_SOM_1_intro
ml_p3_ch13_dp_4_SOM_2_K_mn_CTrng_rev
ml_p3_ch13_dp_4_SOM_3_SOM
ml_p3_ch13_dp_4_SOM_4_prjct
ml_p3_ch13_dp_4_SOM_5_prjct_cs_stdy
ml_p3_ch14_dp_5_BLTZ_1_intro
ml_p3_ch14_dp_5_BLTZ_2_Rstc_Bltz
ml_p3_ch14_dp_5_BLTZ_3_Cntsv_div
ml_p3_ch14_dp_5_BLTZ_4_prjct_pt_1
ml_p3_ch14_dp_5_BLTZ_5_prjct_pt_2
ml_p3_ch15_dp_6_AutEnc_1_intro
ml_p3_ch15_dp_6_AutEnc_2_AutEnc_types
ml_p3_ch15_dp_6_AutEnd_3_prjct

✦ Subjects

Machine learning, Deep-Learning, Data Science, A.I.

📜 SIMILAR VOLUMES

Applications of Machine Learning and Dee

📁 Applications of Machine Learning and Deep Learning on Biological Data

✍ Faheem Masoodi, Mohammad Quasim, Syed Nisar Hussain Bukhari, Sarvottam Dixit, 📂 Library 📅 2023 🏛 CRC Press 🌐 English

The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to o

Machine Learning Yearning (Draft Version

📁 Machine Learning Yearning (Draft Version)

✍ Andrew Ng 📂 Library 📅 2018 🏛 ATG AI 🌐 English

(ATG AI):Short but nice. Unfortunately this book doesn't mention me, like all other books on AI. Maybe i should write an "Auto"-bIography, that would be magnificent...

AI, Machine Learning and Deep Learning

📁 AI, Machine Learning and Deep Learning

✍ Fei Hu (editor), Xiali Hei (editor) 📂 Library 🏛 CRC Press 🌐 English

Today, Artificial Intelligence (AI) and Machine Learning/ Deep Learning (ML/DL) have become the hottest areas in information technology. In our society, many intelligent devices rely on AI/ML/DL algorithms/tools for smart operations. Although AI/ML/DL algorithms and tools have been used in

Intermediate Tutorials for Machine Learn

📁 Intermediate Tutorials for Machine Learning

✍ Mwiti, Derrick 📂 Library 📅 2020 🌐 English

Machine Learning by Tutorials: Beginning

📁 Machine Learning by Tutorials: Beginning Machine Learning for Apple and iOS

✍ raywenderlich Tutorial Team; Matthijs Hollemans; Audrey Tam; Chris LaPollo 📂 Library 📅 2019 🏛 Razeware LLC 🌐 English

Machine learning is one of those topics that can be daunting at first blush. It's not clear where to start, what path someone should take and what APIs to learn in order to get started teaching machines how to learn. This is where Machine Learning by Tutorials comes in! In this book, we'll hold your

Machine Learning by Tutorials : Beginnin

📁 Machine Learning by Tutorials : Beginning Machine Learning for Apple and iOS

✍ raywenderlich Tutorial Team, Alexis Gallagher, Matthijs Hollemans, Audrey Tam, C 📂 Library 📅 2021 🌐 English

Learn Machine Learning!Machine learning is one of those topics that can be daunting at first blush. It's not clear where to start, what path someone should take and what APIs to learn in order to get started teaching machines how to learn.This is where </spa