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DL-02: Pengenalan Tensor di Deep Learning
" In the beginning God said, the four-dimensional divergence of an antisymmetric, second rank tensor equals zero, and there was light, and it…
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HPDS-04: Sekilas Pemrograman GPU di Python
" A good programmer is someone who always looks both ways before crossing a one-way street ." - -unknown Watch The Video Here: https:…
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HPDS-03: Pendahuluan Pemrograman Parallel di Python
" Always code as if the person who ends up maintaining your code will be a violent psychopath who knows where you live ." - -unknown W…
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HPDS-02: Pendahuluan Thread Programming di Python
"Any fool can write code that a computer can understand. Good programmers write code that humans can understand." --Martin Fowler Watch …
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DL-01 ~ Pendahuluan Deep Learning (Model network)
"Artificial intelligence refers to a machine's ability to learn, adapt, and solve complex problems automatically that benefit society."…
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PSD-01: Prelude - Pendahuluan Sains Data dan Big Data
Seberapa sering kita mendengar istilah-istilah Big Data, Data Science, Industri 4.0, machine learning , dan AI? Walau sepertinya merupakan istilah yang sederh…
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PSD-03: Mengenal Model-Model dan Algoritma Sains Data
“Algorithms are not arbiters of objective truth and fairness simply because they're math.” Zoe Quinn
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KompStat: Pengenalan "Random Number Generator" & Simulasi
The generation of random numbers is too important to be left to chance. —Robert R. Coveyou Video: Code:
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MFDS-NM-02: Komputasi Numerik Statistik Sederhana
Prasyarat MFDS-NM-02 ADSP-01 : https://taudata.blogspot.com/2022/04/adsp-01.html (Memahami dasar Python dengan baik) Kalkulus Dasar Statistika Dasar…
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ADSP-02: Pendahuluan Python untuk Data Science - Bagian Ke-02 (Fungsi)
Algorithms, Data Structures, and Programming ( ADSP ) Bagian dari Combined Module : Pendahuluan High Performance (Pemrograman Parallel) for Data Science ( HPD…
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NLPTM-02: Pendahuluan NLP Bagian ke-01
Natural Language Processing and Text Mining ( NLPTM ) Bagian dari Combined Module : Unstructured Data Analysis ( UDA )
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ADM-02: Proses Data Mining
The goal is to turn data into information, and information into insight. ~ Carly Fiorina
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EDA-01: Pendahuluan Exploratory Data Analysis
Pendahuluan EDA Importing Data Dasar Data Preparation (tipe data, duplikasi, var selection) Noise vs Outliers Missing Values dan Imputasi Basic Statistics Vi…
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DSBD-05: Pengenalan Berbagai Teknologi di Big Data dan Data Science
“Technology is a useful servant but a dangerous master.” - Christian Lous Lange Outline Pendahuluan teknologi Big Data dan Data Science Big Database …
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DFDS-01: Pendahuluan SQL untuk Data Science
In the 21st century, the database is the marketplace. - Stan Rapp
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DSBD-06: (Big) Data Science: Peluang, Tantangan, & Trend
“Opportunities are usually disguised as hard work, so most people don’t recognize them.” - Ann Landers
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MFDS-NM-03: Solusi Numerik Persamaan Non-Linear
Outline: Referensi/Materi Referensi Video Code/Module Forum Diskusi Referensi/Materi https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/9781118…
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MFDS-NM-01: Pendahuluan Metode Numerik dan Analisa Error Sederhana
Numerical analysis is very much an experimental science. — Peter Wynn ... :) ... Prasyarat MFDS-NM-01 ADSP-01 : https://tau-data.id/adsp-01/ (Me…
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MFDS-NM-05: Eigenvalue dan Eigenvector Numerik
Outline: Referensi/Materi Referensi Video Code/Module Forum Diskusi Referensi/Materi https://www.math.tamu.edu/~dallen/linear_algebra/chpt6.pdf ht…
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MFDS-NM-04: Interpolasi dan Aproksimasi Polinomial
Outline: Referensi/Materi Referensi Video Code/Module Forum Diskusi Referensi/Materi https://static1.squarespace.com/static/5aff705c5ffd207cc87a51…
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MFDSNM-06: Curve Fitting
Video Penjelasan: https://youtu.be/4aQIvjd1Ypc Open Code in Google Colaboratory
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MFDSNM-07: Pendahuluan Turunan Numerik
Video Penjelasan: https://youtu.be/6QtTp9M5MVo Open Code in Google Colaboratory
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MFDS-NM-08: Integral Numerik
Outline: Referensi/Materi Referensi Video Code/Module Forum Diskusi Referensi/Materi https://static1.squarespace.com/static/5aff705c5ffd207cc87a51…
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MFDS-NM-09: Pendahuluan Optimasi Numerik
Video Penjelasan: https://youtu.be/wXiqOUx8u4c Open Code in Google Colaboratory
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ADSP-03: Struktur Data tingkat lanjut Python : Sparse Matrix, Dataframe, MemMap.
Algorithms, Data Structures, and Programming ( ADSP ) Bagian dari Combined Module : Pendahuluan High Performance (Pemrograman Parallel) for Data Science ( HPD…
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NLPTM-03: Pendahuluan NLP Bagian ke-02: Pos Tag & Word Net
Natural Language Processing and Text Mining ( NLPTM ) Bagian dari Combined Module : Unstructured Data Analysis ( UDA ) Prasyarat: NLPTM-01 dan NLPTM-0…
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EDA-03: Pendahuluan Clustering Analysis
Pendahuluan Clustering Video EDA-03 Code EDA-03 Referensi " We must be careful not to confuse data with the abstractions we use to analyse them ” -…
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ADM-03: Association Rule - Market Basket Analysis
People influence people. Nothing influences people more than a recommendation from a trusted friend. A trusted referral influences people more than the best b…
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ADSP-05: Pendahuluan Object Oriented Programming di Python (Bagian ke-02)
Algorithms, Data Structures, and Programming ( ADSP ) Bagian dari Combined Module : Pendahuluan High Performance (Pemrograman Parallel) for Data Science (…
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SLCM-03: (Supervised Learning) Classification Models 03
“By the time your perfect information has been gathered, the world has moved on.” ― Phil Dourado
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ADM01 - Pendahuluan Data Mining
Prasyarat Module: Sebelum mempelajari Module ini, yakinkan sudah mempelajari dengan baik module: * None Content: Pendahuluan Data Mining Definisi Data Mi…
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SNA-01: Pendahuluan Analisa Jaringan Sosial
“ Social media is not a media. The key is to listen, engage, and build relationships. ” --- David Alston Prasyarat SNA-01: SMA-01: https://taudata.bl…
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NLPTM-05: Pendahuluan Representasi Teks/Dokumen (VSM & Word Embedding)
Natural Language Processing and Text Mining ( NLPTM ) Bagian dari Combined Module : Unstructured Data Analysis ( UDA ) Prasyarat: ADSP-01 & ADSP-…
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Pengenalan Long Short-Term Memory (LSTM)
Video Pengenalan LSTM https://youtu.be/-xUkfZzgZeU Code dari lesson ini dapat di akses di Link berikut (wajib login ke Google/Gmail): Code Le…
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New Normal : Wanted Data Saintis (BeritaSatu)
Kamis 02 September 2021 lalu tau-data Indonesia bersama dengan Telkom & Lokadata diundang dalam sebuah Talkshow oleh BeritaSatu TV dengan tajuk: "…
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EDA-02C: Mendesain Visualisasi
image source : Who needs computers to visualize data? [CARTOON] | by Phil Johnson | The Coffeelicious | Medium
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EDA-02B: Visualisasi Data Runtun Waktu (Time-Series Visualizations)
image source : (146) Pinterest
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SMA-01: Pendahuluan Social Media Analytics
" Don't use social media to impress people; use it to impact people. " - Dave Willis Prasyarat SMA-01 ADSP-01 : https://taudata.blog…
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