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Intro to Data Science with Python

Empower your team to leverage data science and machine learning using Python.

Intro to Data Science with Python

What will I learn?

Start and complete a data science project using Python.

Read, clean and wrangle data from a .csv file using Python.

Visualize data with informative graphs and plots.

Become familiar with Python’s most popular machine learning functionality.

Build and tune a machine learning model to make predictions.

Learn the basics of AI and its most common use cases.

Course curriculum

Module 1
Introduction to Exploratory Data Analysis

Review Python notions such as data structures and control flow, and learn the basics of data analysis using the Pandas library.

Module 2
Data Visualization and Advanced Analysis

Learn how to aggregate, summarize and visualize data in Python using libraries such as Pandas and Matplotlib. Also, learn important strategies for data cleaning and troubleshooting using advanced Pandas functionality.

Module 3
Machine Learning Fundamentals

Learn how to make accurate predictions from data using the Scikit-learn library, and how to validate, interpret and communicate the insights you uncover.

Elite instructors

Learn from an elite team of industry experts who have taught at universities such as Harvard, and have trained teams at companies such as Qualcomm.

Tailored content

We customize training content to match your team's goals. During training, your team works on projects that are relevant to your business.

Hands on

All our trainings involve in-class, hands on practice that is relevant to your team's goals. At the end of the training, your team will be ready to hit the ground running.

On site and live online

Choose whether you prefer in-person training, or you need the online participation of a geographically distributed team.

REQUIREMENTS:

Basic familiarity with Python is required.

Frequently Asked Questions

1. Is this a MOOC (Massive Open Online Course)?

Absolutely not. Unlike other internet courses, this course is completely live. Your instructor lectures in real time (either on-site, or live on-line) and can answer your questions and provide feedback on your solutions to in-class exercises. At Edlitera, we believe nothing beats the experience of learning live from an instructor with industry experience. 

2. What is the format of this course?

The course combines lecturing, hands-on exercises to be solved both individually and in pairs, as well as one or two larger projects that require students to use their newly acquired knowledge.

Exercises and projects are chosen to be relevant to the type of problems that your team encounters daily. Our goal is to deliver practical, immediately applicable knowledge, and empower your team to hit the ground running after each training.

3. Can you tweak the content of the course for my team?

Of course! While we do offer a standard version of the course, we can also work with you to adjust the course to better meet your team's needs. 

4. What if I have other questions?

If you have other questions, or want to find out more about this course or other courses we offer, please ping us - we love questions! You can email us at [email protected], or get in touch via the chat box below.