Meet our Experts

Ron Nahshon

Data & Risk Squad, Lemonade

Elad Peleg

Data Professional and instructor, Specialize in BI and development training

Curriculum summary

01

Introduction to Python

02

Python Functions

03

Data Structures

04

Files and APIs

05

Jupiter Notebook and Numpy

06

Advanced Pandas

07

Exercises and Final Project

Module 1 Introduction to Python

Get an introduction to Python and Pycharm. Learn how to use Variables, Arithmetics, Strings and Flow control

Module 2 Python Functions

Learn how to use Exceptions, Dates and time, Modules Importing types, creating custom modules. Naming conventions, Using built-in functions and modules and more.

Module 3 Data Structures

Learn everything you need to start working with Data Structures. Lists, sets, dictionaries, tuples, Iteration, zip, enumerate and much more

Module 4 Files and APIs

Learn how to work with Files (Read file content, permissions, path types, reading text and CSV files and manipulate the data etc) and APIs ( HTTP overview, Request module, GET and POST, Headers and more)

Module 5 Jupiter Notebook and Numpy

Start working with Jupiter Notebook and get an intro to Numpy and Pandas (Pandas Series, DataFrame, Panel,Reindexing, Iteration, Sorting and much more)

Module 6 Advanced Pandas

Statistical Functions
Window Functions
Aggregations
Missing Data
GroupBy
Merging/Joining
Concatenations
Date Functionality
Timedelta
Categorical Data
Visualization
IO Tools
Sparse Data

Module 7 Exercises and Final Project

Advanced exercises using Panda and End-to-end Final Exercise

Upcoming dates

Dates

Location

Time

Price

Dates November 4 - November 27
Location Tel Aviv
Time6pm-9pm
Price3200 NIS

Got any questions?

Who is this for?

This course is tailored for data analysts, product managers, digital marketers and everyone who is interested in getting into the data analysis world, but has prior experience with SQL or other programming languages

How practical is this workshop?

This is a very technical, hands-on workshop. We intend to make you write code until you drop 🙂