Embedded Files
Hyperparameter Tuning with Neural Network Intelligence
Hyperparameter Tuning with Neural Network Intelligence
Completed 7/12/2021
Concepts Learned
Concepts Learned
Create and run hyperparameter tuning experiments using NNI
Skills Gained
Skills Gained
Deep Learning
Artificial Neural Network
Machine Learning
Auto-machine Learning
hyperparameter tuning
Exploratory Data Analysis with Python and Pandas
Exploratory Data Analysis with Python and Pandas
Completed 5/17/2021
Concepts Learned
Concepts Learned
Apply practical Exploratory Data Analysis (EDA) techniques on any tabular dataset using Python packages such as Pandas and Numpy
Produce data visualizations using Seaborn and Matplotlib
Skills Learned
Skills Learned
Python Programming
Data Analysis
Pandas
Exploratory Data Analysis
EDA
Build Multilayer Perceptron Models with Keras
Build Multilayer Perceptron Models with Keras
Completed 5/18/2021
Concepts Learned
Concepts Learned
Build and train a multilayer perceptron (MLP) with Keras
Perform topic classification with neural networks
Skills Learned
Skills Learned
Data Science
Deep Learning
Machine Learning
Tensorflow
keras
Exploratory Data Analysis
Exploratory Data Analysis
Completed 7/12/2021
Concepts Learned
Concepts Learned
Understand the concept of Exploratory Data Analysis
Analyze trends, patterns, relationships in the data
Create visual methods to analyze the data
Skills Gained
Skills Gained
Python Programming
Exploratory Data Analysis
EDA
Google Trends Analysis using R
Google Trends Analysis using R
Completed 8/19/2021
Concepts Learned
Concepts Learned
Get Google trends data into the RStudio workspace
Manipulate Google trends data using R libraries
Analyze Google trends data using R libraries
Skills Gained
Skills Gained
Data Manipulation
Data Analysis
Ggplot2
dplyr
Data Visualization (DataViz)
Intro to Time Series Analysis in R
Intro to Time Series Analysis in R
Completed 5/19/2021
Concepts Learned
Concepts Learned
Fit various types of time series models to real world data and use them to forecast the future.
Understand how to assess model fit in time series data.
Know the reasons why time series models and methodology are an important toolkit for any data scientist.
Skills Gained
Skills Gained
Time Series Forecasting
Time Series
Time Series Models
Box Jenkins Method
Statistical Hypothesis Testing
Getting Started in Google Analytics
Getting Started in Google Analytics
Completed 7/8/2021
Concepts Learned
Concepts Learned
Set up a Google Analytics account and add your website.
Understand how Google Analytics organizes data.
Interpret the Audience, Acquisition and Behavior reports.
Skills Gained
Skills Gained
Search Engine Optimization (SEO)
Google Analytics
website performance
Getting Started in Google Apps Script
Getting Started in Google Apps Script
Completed 9/27/2021
Concepts Learned
Concepts Learned
Open Google Sheets and set up a workbook.
Create and execute a custom function in Google App Script.
Test and finalize the program created in Google Apps Script that will send weekly updates.
Skills Gained
Skills Gained
Google Sheets
Email
Google Apps Script
JavaScript
Computer Programming
Mastering SQL Joins
Mastering SQL Joins
Completed 5/12/2021
Concepts Learned
Concepts Learned
Retrieve desired result set using the different types of joins in SQL
Join more than two tables in a database using SQL Joins
Skills Gained
Skills Gained
Data Management
Join (Sql)
Database Management Systems
Data Analysis
Postgresql
Introduction to Structured Query Language (SQL)
Introduction to Structured Query Language (SQL)
Completed 4/25/2021
Concepts Learned
Concepts Learned
Single table queries
Basic syntax
Database design with multiple tables
Foreign keys
JOIN operation
Many-to-many relationships
Skills Gained
Skills Gained
Phpmyadmin
MySQL
Relational Database
SQL
Install XAMPP
Create a MySql database
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