Meet our Experts

Ron Nahshon

Data & Risk Squad, Lemonade

Ron Nahshon has several years of experience working in Data Analytics for top companies in Israel’s hi-tech sector. After studying math and statistics in the United States, he moved to Israel where he has built teams and best practices at Hometalk, WeWork, and Lemonade. He is particularly passionate about uncovering insights in data and using them to tell a compelling story. His tools of choice are Python (Pandas, Seaborn, etc.) and SQL.

Elad Peleg |

Data Professional and instructor, Specialize in BI and development training

Elad Peleg has been practicing BI for the past decade and has been teaching data analysis for the past 4 years. He has a vast experience with different data tools in the market such as SQL, Python, PowerBI and more.

Elad, alongside his professional experience, has been teaching in different academies and universities.

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

01

Introduction to Python

Module 1 Introduction to Python

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

02

Python Functions

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.

03

Data Structures

Module 3 Data Structures

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

04

Files and APIs

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)

05

Jupiter Notebook and Numpy

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)

06

Advanced Pandas

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

07

Exercises and Final Project

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 🙂