Machine Learning Internship | Kids Out and About Salt Lake City

Machine Learning Internship


*The event has already taken place on this date: Fri, 08/12/2022
Kids started with basics of Machine Learning

Please help us keep this calendar up to date! If this activity is sold out, canceled, or otherwise needs alteration, email mindy@kidsoutandabout.com so we can update it immediately.

Topic 01:

Python (Internals, do’s and don’ts) Architecture, Data Structure

Sub-Topic Installation of Anaconda Prompt Jupyter Notebook-An Overview Shorcut Lkeys in Jupyter Notebook Data Types in Python Rules for Naming the Variables List Tuple Set Dictionary

 

Topic 02:

Data Analysis , Manipulation with numpy and pandas Python data science package to manipulate, calculate and analyze data

Sub-Topic Machine Learning Libraries Numpy-Hands on Pandas-Hands on

 

Topic 03:

Exploratory Data Visualization in Python with matplotlib Learn how to explore, visualize, and extract insights from data

Sub-Topic Data Visualization Matplotlib-Hands on Seaborn-Hands on

 

Topic 04:

Statistical Thinking in Python (Part 1) Build the foundation you need to think statistically and to speak the language of your data

Sub-Topic Measures of Central Tendency Measures of Dispersion IQR Statistics-Hands-On

 

Topic 05:

Supervised Learning and UnSupervised Learning Classification, Regression, Fine-tuning your model

Sub-Topic Supervised Learning Unsupervised Learning Linear Regression Metrics in Linear Regression Hands-on in Linear Regression

 

Topic 06:

Logistic regression

Sub-Topic Logistic Regression Metrics in Logistic Regression Hands-on in Logistic Regression

 

Topic 07:

SVM, Linear Regression

Sub-Topic Support Vector Machine Hands on in SVM

 

Topic 08:

Preprocessing for Machine Learning in Python Introduction to Data Preprocessing, Standardizing Data

Sub-Topic Exploratory Data Analysis Missing Values Outliers Standardization Mnormalization Feature Scaling and Selection

 

Topic 09:

Tree Based Models Classification and Regression Trees

Sub-Topic Decision Tree Bagging Boosting Random Forest

 


*Times, dates, and prices of any activity posted to our calendars are subject to change. Please be sure to click through directly to the organization’s website to verify.

Location:

ONLINE ONLY
Contact name: 
Young Gates
Email address: 
The event has already taken place on this date: 
08/12/2022
Time: 
Various times available- please check website