Syllabus

Data Analyst

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Intro to Data Analysis
1.5 hours
Course Intro

Welcome to our course! In this Jolt, we will talk all about the course's details, learning axes, and platforms that we'll use to learn. This is our first session together - so we are very excited!

Intro to Data Analysis
1.5 hours
Intro to Big Data

What is "Big Data" and why is it so important? In this Jolt, we will learn about basic concepts that are required in order to be a data analyst such as "Data", "Big Data", and structured & unstructured information.

Intro to Data Analysis
1.5 hours
Data Analyst Role and other Data Roles

What is the role of a Data Analyst? In this Jolt, we will go over different roles that are data-related, and where Data Analysts fit in the data ecosystem.

Intro to Data Analysis
1.5 hours
Intro to DBs and Tables

In this Introductory Jolt, We will learn about different types of databases (DBs), the types of data that are stored in a DB, tables, and how information is stored within them.

Intro to Data Analysis
4.5 hours
Intro to Machine Learning

What is Machine Leaning? In this Jolt, we will get a taste of understanding introductory concepts in the field, while understanding how it relates to data and analysis.

Intro to Data Analysis
3 hours
Working on cloud platforms

As time passes, more and more startups and companies trasition to working on cloud platforms. In this Jolt, we will discuss the popular ones, and how to apply our existing knowledge working with them.

Excel
1.5 hours
Basic Functions in Excel

What are Excel functions & formulas? In this Jolt, we will understand what they are and become familiar with basic functions in Excel.

Excel
1.5 hours
Organize Data With Excel

Every analyst will tell you that organizing data is an important practice. In this Jolt, we will learn useful concepts such as Organizing, filtering, grouping columns, designing tables, and conditional design.

Excel
1.5 hours
Excel: VLookup & Functions Q&A

The VLOOKUP function is one of the most useful functions in Excel, and in this Jolt, we want to make sure that you master its use!

Excel
1.5 hours
Excel: Graphs & Pivot Tables

An important part of understanding and explaining data is being able to communicate the conclusions via graphs and proper visualization. In this Jolt, we will learn how to use different graphs, while also learning how to create useful pivot tables for our data.

Excel
1.5 hours
Excel Vs Google Spreadsheet

What is the difference between Excel & Google Spreadsheet? In this Jolt, we will learn about the differences between two of the most popular spreadsheet platforms, and how to analyze information using Google Sheets.

Excel
3 hours
Data Analysis with Excel - First Practice

So we learned all the different practices in Excel, and now what? In this Jolt, we will practice what we learned in Excel throughout the course, and put it into use.

Excel
3 hours
Data analysis with xcel - from the industry

can be with spreadsheet

SQL
0.75 hours
Introduction to SQL Server Management Studio

How does one work with SQL Server Management Studio? In this introductory session, we will go over the basics required to start our SQL journey!

SQL
1.5 hours
Introduction to Query

Queries are one of the basic factors in SQL. In this session we will create a strong foundation for our future SQL queries.

SQL
1.5 hours
Operators & Filters

Operators and filters are an essential part of SQL, enabling us to specify conditions and filter our data. In this Jolt, we will gain an understanding of how to use them.

SQL
1.5 hours
Scalar & Conversion Functions

Together, scalar and conversion functions allow us to change our value types, and to preform calculations over them. In this Jolt, we will go over the functions, as well as how to use them.

SQL
1.5 hours
Aggregate & Analytic Functions

How do I gain insights from a set of values or a group of rows? In this Jolt, we will learn how to use aggregate and analytic functions in order to recieve an insightful value from several.

SQL
0.75 hours
Union, Intersect & Except

Except, Union, and Intersect are three operators that allow us to create boolean combinations between queries. In this Jolt, we will how to properly use them.

SQL
1.5 hours
Subquery

How do we create a query inside a query, and why should we do it? In this Jolt, we will learn how to properly create and use subqueries.

SQL
1.5 hours
Summary Exercise SQL #1

Summary Exercises are used to provide an additional repetition over the learned material, while combining the gained knowledge to a single exercise.

SQL
1.5 hours
Case When

How does one create an "If X then Y" logic in SQL? Using the case function. In this Jolt we will learn all about it and its uses.

SQL
1.5 hours
Substring & Patindex

The substring function allows us to extract several characters from a given string, while patindex allows us to find the position of a certain sequence inside a string. In this Jolt, we will learn how to use these string-related functions.

SQL
1.5 hours
Join

How do we combine values from different tables? In this Jolt we will learn how to do it with the join clause, and the necessary conditions required for its use.

SQL
3 hours
Summary Exercise SQL #2

Summary Exercises are used to provide an additional repetition over the learned material, while combining the gained knowledge to a single exercise.

SQL
3 hours
SQL Industry Exercise A

SQL
0.75 hours
Exists & In

In this Jolt, we will learn two very useful operators - "IN" & "EXISTS", how they can help us, and in which conditions they should be used.

SQL
0.75 hours
With as

Using lots of joins and subqueries can create long and complex queries, and in order to simplify everything, the "WITH" clause was introduced! In this Jolt, we will learn how to use the "WITH" clause to create temporary data sets.

SQL
1.5 hours
SQL Errors

Learning how to deal with errors are one of the pillars of coding. In this Jolt, we will learn how to deal with errors in SQL.

SQL
3 hours
Summary Exercise SQL #3

Summary Exercises are used to provide an additional repetition over the learned material, while combining the gained knowledge to a single exercise.

SQL
3 hours
SQL Industry Exercise B

SQL
1.5 hours
Creating and Editing Tables

Tables are one of the most useful forms of organizing data. In this Jolt, we will learn how to create and edit tables, to better our SQL game.

SQL
1.5 hours
Execution Plan

Viewing the execution plan in the SQL Server can provide insights regarding how the SQL Server obtains the data from our queries. In this Jolt, we will learn all about the execution plan, and what we gain from understanding it.

SQL
1.5 hours
Reading SQL Queries

As analysts, we will encounter quite a bit of code written by other analysts. Knowing how to read and understand SQL Queries will help us in our future roles, and that is this Jolts focus.

SQL
3 hours
Final SQL Exercise

A final exercise, built to test the knowledge that was gained throughout the SQL axis.

Data Visualization & Presentation Skills
3 hours
Basic concepts in data visualization

In this workshop you'll learn how to translate data insights into compelling visual stories for other key audiences: Customers, teams with different specialisms, senior stakeholders, journalists, investors, or the wider public. The workshop will give you skills and principles so that by the end, you can apply it on the simplest PowerPoint chart, or on more complex interactive visualizations. The workshop is a mix of a formal presentation, group discussion, and practical exercises. You'll leave this workshop having planned, designed, and refined your own visualization.

Data Visualization & Presentation Skills
1.5 hours
Dashboard As a Tool

Dashboards allow analysts to both present, and to view a graphical representation of our data and important metrics and KPIs (Key Performance Indicators). In this Jolt, we will learn all about dashboards, and how useful they will be for us.

Data Visualization & Presentation Skills
3 hours
Tableau Part 1. The Basics

Tableau is an interactive data visualization software, a powerful BI (Business Intelligence) tool, and an industry standard for visualization and BI. In the first half of out Tableau workshop, we will learn all about he software, and the required basics to work with it.

Data Visualization & Presentation Skills
3 hours
Tableau Part 2. Advanced Uses & Dashboards

In the second part of our Tableau workshop, we dive in and focus on advanced Tableau techniques and dashboards. By the end of this workshop, you will be able to both use Tableau for your professional needs, and to create stunning dashboards!

Data Visualization & Presentation Skills
3 hours
Tableau - Advanced + Dashboard - Industry Exercise

make sure it's on the same level of Analiza

Data Visualization & Presentation Skills
1.5 hours
Visual Data Exploration

Even when presented visually, data is still data. In this Jolt, we will learn how to visually explore our data to gain insights in a seemingly less traditional way, but one of the most important ones.

Data Visualization & Presentation Skills
3 hours
Presentation design

Your business ideas are worth nothing if you're unable to convey them effectively. Whether you're presenting at a big conference or your team's daily standup, your goal is to make people remember what you say and do what you want them to do. Learn a four-step framework for designing powerful presentations: 1. Formulating a clear and concise message 2. Turning your message into a compelling story 3. Organizing content into a structured slide-deck 4. Designing slides that strengthen your message * You'll be using Google Slides throughout the Jolt to practice the framework. *

Data Visualization & Presentation Skills
3 hours
Speak Like a Pro: how to Master Public Speaking

Getting people's attention and making them listen to your message is one of the essential skills in the job world today. In this workshop, we will explore the ‘must-have’ ingredients for mastering your public speaking skill that is relevant in every setting.

Data Visualization & Presentation Skills
3 hours
Presentation Exercise

TBD

Research & Result Analysis
1.5 hours
Turn Data to Conclusions

Data is a resource, and its product is a conclusion or an insight. In this Jolt, we will learn how to draw conclusions and insights from raw data, and how to convey them in writing.

Research & Result Analysis
1.5 hours
Tables Exploration

As a Data Analyst, you will encounter new tables occasionally. In this Jolt, you will learn how to explore, investigate, and analyze tables.

Research & Result Analysis
1.5 hours
The Research Process

In order to derive correct conclusions and insights, we need to understand how to conduct a proper research. In this Jolt, we will go over the research process and understand how to conduct it correctly.

Research & Result Analysis
2 hours
Root Cause Analysis

In order to solve a problem, we need to find its origin. In this practical Jolt, we will learn how to conduct a Root Cause Analysis (RCA) to discover the root cause of our problem, so we can solve it.

Research & Result Analysis
1.5 hours
Cohort Analysis

In this practical Jolt, we will learn about Cohort Analysis, an analytical technique that divides data into categorical groups with common characteristics before our analysis.

Research & Result Analysis
1.5 hours
Funnel Analysis

Funnels are a very useful way to look at steps user go through in their customer journey. In this Jolt, we will learn how to conduct a Funnel Analysis, and to thus understand these steps.

Research & Result Analysis
1.5 hours
Churn Analysis

One of the best ways for a company to increase revenue is to decrease churn - the metric that represents customer loss rate. In this Jolt, we will learn how to conduct a Churn Analysis, so we can identify the churn's cause.

Research & Result Analysis
3 hours
Industry Exercise - Cohort Analysis

Research & Result Analysis
3 hours
Industry Exercise - Funnel Analysis

Research & Result Analysis
3 hours
Industry Exercise - Churn Analysis

Research & Result Analysis
1.5 hours
B2B Analysis Vs B2C Analysis

Different business models require different analytical approaches. In this Jolt, we will learn about the different analyses that are prominent in B2B & B2C companies.

Research & Result Analysis
1.5 hours
Common Errors in Research

In this Jolt, we will learn about the most common mistakes analysts make in research, and how to avoid them. By avoiding these mistakes, we can be more confident in our analysis conclusions.

Research & Result Analysis
1.5 hours
Common errors in research exercise - Industry

Statistics & AB Testing
3 hours
Intro to Statistics

Why should a Data Analyst study statistics? In this Jolt, we will cover this, and learn basic and useful concepts in statistics.

Statistics & AB Testing
3 hours
Statistics: Samples, Histograms & Distributions

In this Jolt, we will learn what sampling is, and how to perform proper data sampling. Moreover, we will talk about the basics of how data is distributed while understanding concepts such as "Distribution" and "Histograms".

Statistics & AB Testing
1.5 hours
Measures of Variability

In this Jolt, we will learn about the distribution and variance of data, while understanding how the standard deviation can be used to characterize the data.

Statistics & AB Testing
1.5 hours
Statistics: Intro to Correlations

Everyone talks about "correlations", but what are they? In this Jolt, we will learn about what a correlation is, and about relationships between different variables.

Statistics & AB Testing
3 hours
Statistics Summary Exercise

In this Jolt, we will practice all the basic statistical concepts that were learned and are useful for the data-analysis practice.

Statistics & AB Testing
1.5 hours
A/B Testing Methodologies

It doesn't matter if you work in the product department or in marketing - A/B testing is the most used method of comparing two versions. In this Jolt, we will go over both frequentist and bayesian A/B testing methodologies.

Statistics & AB Testing
3 hours
Industry Exercise A/B testing

Cross-Company Work
1.5 hours
How to Work With a Data Developer

As analysts, we need to know how to work with other data roles. In this Jolt we will focus on working with a data developer, to create a better future workflow.

Cross-Company Work
3 hours
Intro to Product Management: Discover, Design, Build, and Control

Product management might seem like an open minefield. As Product Managers, you have to identify problems with the product, design innovative solutions, lead the building process, and maintain it—all in minimum time with maximum effect. In this Jolt, you'll learn the process of creating MVPs (Market-Ready-Products). You will practice battle-tested tools, myth-busting insights, and tailored advice to get you started. At the end of this Jolt, you will gain a better and more methodological approach to business, data, and UX.

Cross-Company Work
1.5 hours
How to Work With a Product Manager

Working in the product department is sometimes different than other departments. In this Jolt, we will focus about the product mindset and working as analysts with a product manager.

Cross-Company Work
1.5 hours
How to Work With Other Analysts

Usually, you won't be the only analyst in the company. In this Jolt, we will go over best practices when working with other anaylsts in your department.

Intro to Data Analysis
1.5 hours
Panel Data analysts #1

Intro to Data Analysis
1.5 hours
Panel Data analysts #2

Business Orientation
1.5 hours
Intro to Tech

What do we mean when we say Tech or Startup? What is the organizational structure of startups? What is the difference between B2C and B2B? And what verticals will I find this industry? This is the first step in planning your way into tech.

Business Orientation
1.5 hours
Positions in Tech

A good map can be crucial when taking your first steps in the tech industry. In this workshop you will get familiar with the types of organizations in the Tech Space - and the common roles & responsibilities you can find. We will dive deeper into the different aspects of the most common roles and what you need to prepare to get your foot in the door.

Business Orientation
3 hours
Business Model Canvas: Determine the Nine Key Segments of Your Business

In this workshop, you learn how to apply the Business Model Canvas to your organizations to decipher your venture’s value proposition. The Business Model Canvas is strategic management and lean startup template for developing new or documenting existing business models. It is a visual chart with elements describing a venture’s value propositions to different customers, customer relations and channels, activities and resources, partnerships, revenue, and cost structures.

Business Orientation
1.5 hours
Lean Startup: How to Build & Launch a New Product

Running a Startup or a new product means, before everything, uncertainty. In a restless world that moves fast and changes all the time, a new approach is required to build a successful, adaptive business. In this Jolt, you will explore the methodology described in the bestseller that started a movement - 'The Lean Startup' - to see how it can make any venture, initiative, and product successful and viable over time. You will learn how to discover what customers want using MVP and validated learning, validate a company's business model during all the product life cycle, and invest your efforts only in products that people will love and use.

Business Orientation
3 hours
An Essential Guide to Unit Economics for Startups

How do you actually measure the progress of a startup? Between the "I have an idea" phase and the dreamy exit, there are so many numbers, Excel sheets, and metrics that can be both highly important and very distracting. As your business grows, you will realize precisely how many things you need to measure regularly for you to meet your goals. And new words and acronyms will keep on coming: KPI, LTV, Cohort Retention, Vanity Metrics, Unit Economics, Business Model, and more. At the end of this workshop, you will be familiar with the technical-accounting concepts that drive the company's strategy.

Business Orientation
1.5 hours
SWOT: How to Make Strategic Business Decisions

A SWOT Analysis is a simple, yet powerful tool for developing business strategy. It forces you to look at your business' strengths, weaknesses, opportunities, and threats - and come up with a solid plan for growing your business. In this Jolt, you will learn what a SWOT Analysis is and how to use it effectively when making strategic decisions. You'll also discuss when is most appropriate to use this model, and how to set the optimal conditions for it to be effective. Use this model to leverage your strengths and opportunities while minimizing your weaknesses and threats in the market.

Business Orientation
1.5 hours
Intro to the Sales and CS Departments

In this Jolt, we will go over the two departments that are mainly responsible for the customer lifecycle, while understanding their different contribution to the company.

Business Orientation
1.5 hours
Behavioural Economics: What Really Drives your Customers?

A SWOT Analysis is a simple, yet powerful tool for developing business strategy. It forces you to look at your business' strengths, weaknesses, opportunities, and threats - and come up with a solid plan for growing your business. In this Jolt, you will learn what a SWOT Analysis is and how to use it effectively when making strategic decisions. You'll also discuss when is most appropriate to use this model, and how to set the optimal conditions for it to be effective. Use this model to leverage your strengths and opportunities while minimizing your weaknesses and threats in the market.

Business Orientation
3 hours
Marketing Channels: Smart Ways to Get Traction

In this workshop, you'll learn how to free yourself from preconceptions around what marketing channels “work” for your business and identify the best method to attract as many customers as possible. To do this, we'll look at 19 marketing channels and use a tool to help narrow these down to the magic one (or two) channels that will be your growth levers. * Based on the bestseller 'Traction: How Any Startup Can Achieve Explosive Customer Growth' *

Business Orientation
1.5 hours
Intro to Paid Ads

Paid advertising is a fundamental channel to attract customers and create traffic. The main challenge is that it is also an expensive channel. That is why businesses must design their ads efficiently.

Business Orientation
3 hours
How To Build A Customer Health Model (Subscription Model)

Churn (when customers cease to use a product or service) is a major barrier to scaling a business. In this class, you will discover a model by which Customer Success Managers can identify customers at risk, predict future challenges, and reduce churn.

Business Orientation
1.5 hours
Translating Business Objectives intro KPIs

The goal of Customer Success is not to fulfill every customer request, but to find solutions to their real problems (even before they realize what they are). Learn how to identify the core problem of customers, define business objectives that meet customer needs, and translate them into measurable Key Performance Indicators (KPIs) to ensure ongoing success.

Business Orientation
3 hours
Business Exercise - Setting KPIs

Business Orientation
3 hours
OKRs: How to Set Business Goals that Aim for Success

Career Development
1.5 hours
How to Build an Impactful LinkedIn Profile

In this workshop, you will walk through the different use cases of LinkedIn, break down the elements of the member profile, and gain best practices to help you achieve your goals on the platform. At the end of this workshop, you will be able to tell your professional story in a compelling manner and tailor it to your career path.

Career Development
1.5 hours
Mini-Hackathon: Building a CV

We all hate CVs, but they are a necessary evil… A snapshot of our professional path to date to help us get to where we want to be, but HOW to create it and WHAT are the important sections? Recruiters spend not more than 30 seconds per resume! You have to stand out and make the right first impression. In this workshop you'll learn the recruiter's perspective and how to maximize your CV accordingly.

Career Development
1.5 hours
Get Ready for Your Next Job Interview

The recruiting processes in Hi-Tech companies are harder than ever. Most of the time, many candidates apply to a specific position, and you need to stand out. It starts with preparing a professional & appealing CV that suits the role you are applying to and later on gaining the knowledge and right skills to pass interviews. In this Jolt, you'll discover the structure of the recruiting process and the importance of understanding the role you are applying for. You'll learn how to present yourself as the most suitable candidate and practice how to answer tough character questions. You'll also get a deep understanding of the interviewer's perspective.

Career Development
1.5 hours
Job Interviews: Simulations

Put your interview skills into practice and get professional feedback from a recruiting expert.

Startup Skills
1.5 hours
Manage Projects Using Monday.com

Everything is a project. The question is, how well you execute it. In this workshop, you will learn the best practices for managing projects using the collaborative platform of Monday.com, you will practice solving real PM problems and visualize it on your boards. At the end of this workshop, you will be able to leverage collaboration platforms to manage any project and advance the values you wish to see in your team's projects.

Startup Skills
1.5 hours
Written Communication: Make Your Emails and IMs More Effective

We use email and instant messaging (IM) non-stop. Yet, we scarcely stop and think if we are doing it right. Lack of clarity, information overload, and poor structure decrease our chances of getting the response we need and increase the chances of our message getting lost in someone's inbox. This Workshop will cover: When to use email, IM, or a different communication channel, Timing, Structure & length, Tone and Call-to-action, Throughout the Workshop, you'll challenge your email and IM writing skills and apply techniques to help get your message across.

Startup Skills
3 hours
Storytelling Techniques For Business

Storytelling is the foundation of marketing campaigns, investor pitches, team building, and basically everything. When people make a decision, they, intentionally or unintentionally, search for a story. The challenge begins when you don't know how to explain what your team or business does, which results in others getting what you want. In this Jolt, you'll learn three techniques for turning a message into a compelling story. You'll apply each technique, craft stories that inspire action, and provide feedback.

Startup Skills
3 hours
Automate Everyday Tasks That Take Away Your Time

In this workshop, you will learn how to automate manual processes efficiently with Zapier (a tool for automating processes). You will practice defining, planning, and implementing robust automation processes that will save you time & money. At the end of this Jolt, you will gain the tools to turn daunting manual tasks into effortless automated processes.

Python
1.5 hours
Introduction to Computation and Programming

Python
1.5 hours
Technical prep - Using Jupiter

Python
1.5 hours
Input and print functions

Python
3.0 hours
Python Variable & Data Types

Python
1.5 hours
Python Numbers

Python
1.5 hours
Python Math

Python
1.5 hours
Strings

Python
1.5 hours
Casting

Check Your Compatibility →

*You must attend at least 80% of the classes to receive your certificate.
*To earn your certificate, you must successfully complete your final project.

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Intro to Data Analysis
1.5 hours
Course Intro
Intro to Data Analysis
1.5 hours
Intro to Big Data
Intro to Data Analysis
1.5 hours
Data Analyst Role and other Data Roles
Intro to Data Analysis
1.5 hours
Intro to DBs and Tables
Intro to Data Analysis
4.5 hours
Intro to Machine Learning
Intro to Data Analysis
3 hours
Working on cloud platforms
Excel
1.5 hours
Basic Functions in Excel
Excel
1.5 hours
Organize Data With Excel
Excel
1.5 hours
Excel: VLookup & Functions Q&A
Excel
1.5 hours
Excel: Graphs & Pivot Tables
Excel
1.5 hours
Excel Vs Google Spreadsheet
Excel
3 hours
Data Analysis with Excel - First Practice
Excel
3 hours
Data analysis with xcel - from the industry
SQL
0.75 hours
Introduction to SQL Server Management Studio
SQL
1.5 hours
Introduction to Query
SQL
1.5 hours
Operators & Filters
SQL
1.5 hours
Scalar & Conversion Functions
SQL
1.5 hours
Aggregate & Analytic Functions
SQL
0.75 hours
Union, Intersect & Except
SQL
1.5 hours
Subquery
SQL
1.5 hours
Summary Exercise SQL #1
SQL
1.5 hours
Case When
SQL
1.5 hours
Substring & Patindex
SQL
1.5 hours
Join
SQL
3 hours
Summary Exercise SQL #2
SQL
3 hours
SQL Industry Exercise A
SQL
0.75 hours
Exists & In
SQL
0.75 hours
With as
SQL
1.5 hours
SQL Errors
SQL
3 hours
Summary Exercise SQL #3
SQL
3 hours
SQL Industry Exercise B
SQL
1.5 hours
Creating and Editing Tables
SQL
1.5 hours
Execution Plan
SQL
1.5 hours
Reading SQL Queries
SQL
3 hours
Final SQL Exercise
Data Visualization & Presentation Skills
3 hours
Basic concepts in data visualization
Data Visualization & Presentation Skills
1.5 hours
Dashboard As a Tool
Data Visualization & Presentation Skills
3 hours
Tableau Part 1. The Basics
Data Visualization & Presentation Skills
3 hours
Tableau Part 2. Advanced Uses & Dashboards
Data Visualization & Presentation Skills
3 hours
Tableau - Advanced + Dashboard - Industry Exercise
Data Visualization & Presentation Skills
1.5 hours
Visual Data Exploration
Data Visualization & Presentation Skills
3 hours
Presentation design
Data Visualization & Presentation Skills
3 hours
Speak Like a Pro: how to Master Public Speaking
Data Visualization & Presentation Skills
3 hours
Presentation Exercise
Research & Result Analysis
1.5 hours
Turn Data to Conclusions
Research & Result Analysis
1.5 hours
Tables Exploration
Research & Result Analysis
1.5 hours
The Research Process
Research & Result Analysis
2 hours
Root Cause Analysis
Research & Result Analysis
1.5 hours
Cohort Analysis
Research & Result Analysis
1.5 hours
Funnel Analysis
Research & Result Analysis
1.5 hours
Churn Analysis
Research & Result Analysis
3 hours
Industry Exercise - Cohort Analysis
Research & Result Analysis
3 hours
Industry Exercise - Funnel Analysis
Research & Result Analysis
3 hours
Industry Exercise - Churn Analysis
Research & Result Analysis
1.5 hours
B2B Analysis Vs B2C Analysis
Research & Result Analysis
1.5 hours
Common Errors in Research
Research & Result Analysis
1.5 hours
Common errors in research exercise - Industry
Statistics & AB Testing
3 hours
Intro to Statistics
Statistics & AB Testing
3 hours
Statistics: Samples, Histograms & Distributions
Statistics & AB Testing
1.5 hours
Measures of Variability
Statistics & AB Testing
1.5 hours
Statistics: Intro to Correlations
Statistics & AB Testing
3 hours
Statistics Summary Exercise
Statistics & AB Testing
1.5 hours
A/B Testing Methodologies
Statistics & AB Testing
3 hours
Industry Exercise A/B testing
Cross-Company Work
1.5 hours
How to Work With a Data Developer
Cross-Company Work
3 hours
Intro to Product Management: Discover, Design, Build, and Control
Cross-Company Work
1.5 hours
How to Work With a Product Manager
Cross-Company Work
1.5 hours
How to Work With Other Analysts
Intro to Data Analysis
1.5 hours
Panel Data analysts #1
Intro to Data Analysis
1.5 hours
Panel Data analysts #2
Business Orientation
1.5 hours
Intro to Tech
Business Orientation
1.5 hours
Positions in Tech
Business Orientation
3 hours
Business Model Canvas: Determine the Nine Key Segments of Your Business
Business Orientation
1.5 hours
Lean Startup: How to Build & Launch a New Product
Business Orientation
3 hours
An Essential Guide to Unit Economics for Startups
Business Orientation
1.5 hours
SWOT: How to Make Strategic Business Decisions
Business Orientation
1.5 hours
Intro to the Sales and CS Departments
Business Orientation
1.5 hours
Behavioural Economics: What Really Drives your Customers?
Business Orientation
3 hours
Marketing Channels: Smart Ways to Get Traction
Business Orientation
1.5 hours
Intro to Paid Ads
Business Orientation
3 hours
How To Build A Customer Health Model (Subscription Model)
Business Orientation
1.5 hours
Translating Business Objectives intro KPIs
Business Orientation
3 hours
Business Exercise - Setting KPIs
Business Orientation
3 hours
OKRs: How to Set Business Goals that Aim for Success
Career Development
1.5 hours
How to Build an Impactful LinkedIn Profile
Career Development
1.5 hours
Mini-Hackathon: Building a CV
Career Development
1.5 hours
Get Ready for Your Next Job Interview
Career Development
1.5 hours
Job Interviews: Simulations
Startup Skills
1.5 hours
Manage Projects Using Monday.com
Startup Skills
1.5 hours
Written Communication: Make Your Emails and IMs More Effective
Startup Skills
3 hours
Storytelling Techniques For Business
Startup Skills
3 hours
Automate Everyday Tasks That Take Away Your Time
Python
1.5 hours
Introduction to Computation and Programming
Python
1.5 hours
Technical prep - Using Jupiter
Python
1.5 hours
Input and print functions
Python
3.0 hours
Python Variable & Data Types
Python
1.5 hours
Python Numbers
Python
1.5 hours
Python Math
Python
1.5 hours
Strings