Catatan Ari Kuncoro

Berbahagialah kalian yang hidup di masa internet yang serba cepat sekarang ini. Sumber belajar dapat diperolah dari mana-mana, mulai dari buku, video, podcast, hingga kelas online. Saya rangkum beberapa sumber yang mudah-mudahan bisa menjadi inspirasi kalian belajar. Sumber dari github saya di sini.

Inilah yang menjadi sumber inspirasi saya dalam membuat Kelas Online Data Science Foundation di IYKRA.

1. Visualization

1.1 Exploratory

• Option 1 (Paid) : Tableau 10 A-Z Hands On Tableau: https://www.udemy.com/tableau10/
• Option 2 (Free) : Official Training from Tableau: https://www.tableau.com/learn/training
• Option 3 (Can be free) : Analyzing and Visualizing Data with Power BI: https://www.edx.org/course/analyzing-and-visualizing-data-with-power-bi-0
• Option 4 (Free) : Official Training from Power BI: https://powerbi.microsoft.com/en-us/learning/

1.2 Explanatory

• Storytelling with Data Book: http://www.storytellingwithdata.com/

2. Coding

2.1. Coding – SQL

• Option 1 (Free) : Intro to SQL: Querying and managing data by Khan Academy https://www.khanacademy.org/computing/computer-programming/sql
• Option 2 (Free) : Learn SQL Relational Database by Cognitive Class https://cognitiveclass.ai/courses/learn-sql-relational-databases/

2.2 Coding – Python

• Option 1 (Free) : Python for Data Science: https://cognitiveclass.ai/courses/python-for-data-science/
• Option 2 (Paid) : Python for Everybody Book: https://www.amazon.com/Python-Everybody-Exploring-Data/dp/1530051126
• Option 3 (Can be free) : Python for Everybody Specialization https://www.coursera.org/specializations/python

2.3. Coding – R

• Option 1 (Free) : R For Data Science Book: https://r4ds.had.co.nz/
• Option 2 (Can be free) : R programming: https://www.coursera.org/learn/r-programming

3. Statistics

• Option 1 (Can Be Free) : Basic Statistic https://www.coursera.org/learn/basic-statistics
• Option 2 (Paid): Statistics for Dummies Book https://www.amazon.com/Statistics-Dummies-Math-Science/dp/1119293529/
• Option 3 (Free): Statistics and Probability by Khan Academy https://www.khanacademy.org/math/statistics-probability

4. Business Practice

• Get inspired from one of the projects listed here: https://paperswithcode.com/
• a. Computer Vision: https://paperswithcode.com/area/cv
• b. Natural Language Processing: https://paperswithcode.com/area/nlp
• c. Medical: https://paperswithcode.com/area/med
• d. Games: https://paperswithcode.com/area/rl
• e. Music: https://paperswithcode.com/area/music

5. Legal

• For Indonesians (Free): Peraturan Menteri No 20 tahun 2016: https://jdih.kominfo.go.id/produk_hukum/view/id/553/t/peraturan+menteri+komunikasi+dan+informatika+nomor+20+tahun+2016+tanggal+1+desember+2016
• For European (Free) : General Data Protection Regulation for free by University of Groningen at Future Learn Platform https://www.futurelearn.com/courses/general-data-protection-regulation