| Date | Study | Workout |
|---|---|---|
| 06/12 | Finished reading ISLR and writing notes; set up Blog on Hexo, githubPage, and NexT; published notes | / |
| 06/13 | Practiced tensorflow; implemented CNN, MLP | Yoga |
| 06/14 | Practiced tensorflow; recap RNN, LSTM; tried implementation on high & low level API; wrote data grabbing module | / |
| 06/15 | Answer ML questions | / |
| 06/16 | (Travelling all day) | / |
| 06/17 | Answer ML questions | / |
| 06/18 | Answer ML & DL questions | / |
| 06/19 | ~~nothing accomplished | / |
| 06/20 | Study Tableau , write code on phishing problems using SVM, LR, RF, NN | / |
| 06/21 | Study Tableau , Mode: Basic SQL | Running, Glutei bridge |
| 06/22 | Mode: Intermediate SQL | Yogo |
| 06/23 | Mode: Intermediate & Advanced SQL | / |
| 06/24 | Leetcode SQL | / |
| 06/25 | Leetcode SQL Premium | / |
| 06/26 | Learn Spark | / |
| 06/27 | Learn Spark, pyspark. Setup spark,jupyter on AWS EC2 | / |
| 06/28 | Learn pyspark, write project code and work on Tableau | / |
| 06/29 | Write project report and work on Tableau; learn Tableau | Hiking |
| 06/30 | Write project report and work on Tableau | Running |
| Categories | Content | Progress |
|---|---|---|
| Machine Learning | Intro to Statistical Learning | ■■■■■■■■■■ |
| Machine Learning | Answer ML Interview Questions | ■■■■■■■■■■ |
| Machine Learning | CS229: Machine Learning | ■□□□□□□□□□ |
| Deep Learning | Practice Tensorflow via Implementing DL Models | ■■■□□□□□□□ |
| Deep Learning | Answer DL Interview Questions | ■■■■□□□□□□ |
| A/B Testing | Udacity | ■■■□□□□□□□ |
| A/B Testing | Studying Bayesian A/B Testing | ■□□□□□□□□□ |
| Product Sense | Product School Good Machine Learning PM by Google | ■■■■■■■■■■ |
| Coding | Top 75 LeetCode Questions | ■■■□□□□□□□ |
| SQL | Leetcode SQL easy/medium/hard/premium | ■■■■■■■■■■ |
| SQL | Mode Analytics SQL Practice | ■■■■■■■■■■ |
| SQL | Hackerrank SQL | ■■■■■■■□□□ |
| Tableau | LinkedIn Course Tableau 10 Essential Training | ■■■■□□□□□□ |
| Big Data | Big Data Essentials: HDFS, MapReduce and Spark RDD | ■■■■■■▥□□□ |
| Big Data | Apache Spark Streaming with Python and PySpark | ■■□□□□□□□□ |