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Learn the fundamental coding languages and techniques needed to build websites and mobile applications in tech classes in San Francisco.
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Python & Machine Learning Bootcamp 2.0
General Assembly @ 225 Bush St, San Francisco, CA
Full course name: Python & Machine Learning Bootcamp 2.0: Regression Algorithms This bootcamp is the continuation of the Python and Machine Learning 1.0: Data Cleaning & Classification. The bootcamp will provide hands-on experience for building regression models using machine learning algorithms. Students will explore and visualize data with the Matplotlib package. The workshop will cover a variety of regression techniques including...
Python Advanced
Prompt Yes! @ 601 Montgomery St, San Francisco, CA
This course is for programmers who have worked with Python on and off, copying scripts and searching Google for quick solutions to Python problems. By the end of the class, students should be able to write professional Python scripts and applications that can manipulate file based (JSON, XML, and CSV) or database backed data and present the results in beautiful graphs using matplotlib. Upon completing this training, you will have real world coding...
2-Day Python and Machine Learning Bootcamp Series
General Assembly @ Online Class Livestream, San Francisco, CA
Machine Learning is perhaps the most powerful force in technology, and Python is perhaps the most popular language for doing it. This 2-day workshop helps students understand, build, and interpret machine learning models using the python ecosystem. This workshop will introduce you to the most important machine learning concepts in a way that’s clear, accessible, and easy to put into action. With no assumed knowledge of Machine Learning, you’ll...
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Python Bootcamp Series
Q: Why has Python quickly grown into one of the most popular programming languages? A: It's an easy-to-read, flexible, and beginner-friendly object-oriented programming language. The fundamentals — you will learn them in our Python bootcamp! Start writing basic syntax with Python scripts that store and manipulate data in the form of variables, for a more powerful, customizable Python programming experience; use dictionaries and lists to format...
2-Day Adobe Creative Cloud Crash Course
General Assembly @ Online Class Livestream, San Francisco, CA
Immerse yourself in the amazing world of Adobe Creative Cloud applications that help designers create a variety of brilliant print and digital media. The Adobe Creative Cloud is composed of three industry standard design applications that seamlessly connect with each other. Becoming proficient will set you on a path to success with the design industry’s latest tools and techniques. This two-day workshop will provide step-by-step instruction...
2-Day SQL Bootcamp Series
General Assembly @ Online Class Livestream, San Francisco, CA
SQL is a powerful language, and tool, for data analysis and data handling. In this bootcamp, you’ll dive deep into SQL syntax and database structures, while applying your new SQL skills to address business problems. This bootcamp will take absolute beginners through the basics of SQL to an ability to write queries with confidence and begin to unleash the full analytical powers of SQL and relational databases. Takeaways Understand SQL vocabulary...
Premiere Pro For Self-Taught Video Editors
UC Berkeley Advanced Media Institute @ 121 North Gate Hall, Berkeley, CA
Most editors are self-taught – learning post-production skills while working projects. This approach to learning leads to solid, dependable workflows, but it’s easy to miss techniques, shortcuts, buttons and preferences that might dramatically speed up and simplify the creative work of the editor. If a particular feature never came up while editing, why learn it? It’s common to work harder than necessary to complete an edit because there isn’t...
Data Science Immersive
General Assembly @ Online Class Livestream, San Francisco, CA
This is a full time course. What You'll Learn In this program, you’ll take on real world problems by analyzing data sets for insights and presenting findings using statistics, programming, data modeling, and business knowledge. Git, UNIX, & Relational Databases Gather, store, and organize your data using your basic data science toolkit: SQL, Git, and UNIX. Data Analysis & Python Perform visual and statistical analysis on data using...
Data Science
General Assembly @ Online Class Livestream, San Francisco, CA
Overview Skills & Tools Use Python to mine datasets and predict patterns. Production Standard Build statistical models — regression and classification — that generate usable information from raw data. The Big Picture Master the basics of machine learning and harness the power of data to forecast what’s next. Curriculum Unit 1: Programming Basics What is Data Science Describe course syllabus and establish the classroom environment....
Advanced SQL Bootcamp
General Assembly @ 225 Bush St, San Francisco, CA
This workshop will build upon the skills developed in the SQL Bootcamp. The program uses a combination of lecture and in-class exercises to ensure that students leave with a working grasp of the SQL skills covered in class. Students will immediately be able to apply their skills at work. Takeaways The workshop will include the following topics: Build SQL Database in the Cloud (using Amazon Web Services) Import and Export of Data Create and...
Python for Beginners
Unlock data-driven insights with code. Explore the intersection of coding and data with General Assembly. During our Python-focused introductory workshop, you’ll learn to harness the power of an essential programming language for data scientists and use it to drive accurate business insights. Working with real-world examples, you’ll: Touch on fundamental Python programming techniques and tools. Discover the history of Python and how it compares...
Adobe Photoshop One-Day Bootcamp
The wellbeing of our employees, students, clients, instructors, and guests is our number one priority here at General Assembly. We are monitoring the COVID-19 situation very carefully and are adjusting delivery of our programs. Due to the current health concerns, all GA short-form events, workshops & bootcamps will temporarily be held online - including this one. Registered students will be notified 24 hours in advance of this program...
SQL Bootcamp
The well-being of our employees, students, clients, instructors, and guests is our number one priority here at General Assembly. We are monitoring COVID-19 very carefully and are adjusting delivery of our programs. Due to the current health concerns, all GA short-form events, workshops & bootcamps will temporarily be held online - including this one. SQL provides powerful but reasonably simple tools for data analysis and handling. This...
SQL Bootcamp Remote
Imagine that you have a spreadsheet containing every data point about your customers — their preferences, their web browsing behavior, the products they’ve bought. What would you do with all that information? When you know SQL, you can slice and dice that data any way you want, providing critical insights that drive business strategy. SQL provides powerful but reasonably simple tools for data analysis and handling. This Bootcamp will take absolute...
Data Science Bootcamp
General Assembly @ Online Class Livestream, San Francisco, CA
Basic business intelligence was once the gold standard in generating insights to drive important business decisions. In the information age, the amount of data available to businesses is nearly surpassing our ability to store, access, and analyze the results in an efficient manner. Data science is emerging as a discipline to help take business intelligence to the next level by making it easier to harness large amounts of data, make accurate predictions,...
Introduction to Adobe Photoshop
General Assembly @ 225 Bush St, San Francisco, CA
Bring your creative ideas to life with Adobe Photoshop, the professional digital imaging standard, used by photographers and designers who want to perfect their digital images. Photoshop allows you to create powerful images and designs. This workshop is designed to get you up and running with Adobe Photoshop in just three hours. The focus will be on step-by-step instruction leading students through the most important tools and concepts in Photoshop....
Intro to Deep Learning with Python & Keras
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to introduce you to the concepts of deep learning and provide a solid base to build deeper knowledge in the field. You will learn: Fundamentals of deep learning theory How to approach and solve a problem with deep learning Build and train a deep fully connected model with Keras Build and train a Convolutional Neural Net with Keras on a cloud GPU machine Build and train a Recurrent Neural Net with Keras on a cloud...
Intermediate
18 and older
Advanced Deep Learning with Python & Tensorflow
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to expand your skills in deep learning by exposing you to the Tensorflow and to real world case studies. You will learn: Review of fundamental deep learning architectures (Fully Connected, Convolutional, Recurrent) Build and train a model with pure Tensorflow Online training / continuous training Custom architectures and loss functions Review of famous architectures (Inception, Wavenet) Setting up a machine for deep...
Advanced
18 and older
Reinforcement Learning with Python, Tensorflow & OpenAI
Data Weekends @ 450 Townsend St, San Francisco, CA
Full Course Name: Unsupervised and Reinforcement Learning with Python, Tensorflow & OpenAI The workshop is meant to introduce you to unsupervised deep learning and reinforcement learning. You will learn: Train neural networks to play video games using Deep Q-Learning Reduce the dimensionality of your data using autoencoders Improve the efficiency of your algorithms with generative adversarial networks Train AI agents to interact in an...
Advanced
18 and older
Zero to Deep Learning - 3 Weekends Bundle
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to introduce you to the concepts of machine learning and deep learning and provide a solid base to build deeper knowledge in the field. First weekend: Intro to Machine Learning with Python & Scikit-Learn Recognize problems that can be solved with Machine Learning Select the right technique (is it a classification problem? a regression? needs preprocessing?) Load and manipulate data with Pandas Visualize and explore...
Intermediate
18 and older
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