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Commission-free Crypto Trading API is here!

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Algorithmic Trading Basics
App Development
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Broker API
Community Examples
Crypto
Events at Alpaca
Hedge Fund Basics
JavaScript
Machine Learning in Trading
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OAuth
Python
Regulatory Licenses
Swift
Trading API
Use Cases

Community Examples

Algorithmic Trading In Java with Alpaca
Linear Regression For a Momentum Based Trading Strategy Using Zipline Trader
Alpaca Market Data Subscription is a Game-changer
TipperBeats Twitter Integration with Alpaca API
LiuAlgoTrader — Part II — Putting it all together

See all 15 articles →

Algorithmic Trading Basics

Research, Backtest, and Trade from a Jupyter Notebook in Google Colab
Coded & Analyzed Pairs Trading Strategy Using Bitcoin and Coinbase Stock
Algorithmic Trading In Java with Alpaca
How Does Crypto Fee Pricing Compare to Stock Trading Fees?
Backtesting Bitcoin with Pandas and Market Data API

See all 15 articles →

Use Cases

TipperBeats Twitter Integration with Alpaca API
Integrating Alpaca into an Android App with AppAuth Part 1
Connect and Trade Smart: Introducing Marketplug Live Trade Updates with Alpaca Websockets
Blueshift By QuantInsti and the Alpaca API: Tools for Algorithmic Trading
Operating a fully autonomous managed account with Alpaca and Google Sheet

See all 15 articles →

Events at Alpaca

Alpaca Crypto Beta Launch Q&A
Webinar Recap: How to Build a Fully Functional Trading App
Using Alternative Data for Investing ft. Vinesh Jha of ExtractAlpha
Bitcoin Breaks $50k and US Nonfarm Payrolls Are Up 194k
Martin Sokk from Lightyear #017

See all 15 articles →

Market Data API

Research, Backtest, and Trade from a Jupyter Notebook in Google Colab
Coded & Analyzed Pairs Trading Strategy Using Bitcoin and Coinbase Stock
Introduction to Backtesting with VectorBT
Buying Crypto using Alpaca Snapshot and Crypto APIs
Add an Interactive Line Plot to your Trading App with Alpaca Market Data API

See all 15 articles →

Market News

Tesla to Accept Doge for Merch and the Fed Plans to Raise Interest Rates in 2022
How will the economy look in 2022?
Omicron and the Fed's Outlook Shift on U.S. Monetary Policy Heighten Market Volatility
Best Buy shares drop amid uptick in organized retail theft
Is Amazon ready to cut up their Visa cards?

See all 15 articles →

Trading API

Research, Backtest, and Trade from a Jupyter Notebook in Google Colab
Coded & Analyzed Pairs Trading Strategy Using Bitcoin and Coinbase Stock
Algorithmic Trading In Java with Alpaca
Getting Started with TradingView Chart on Alpaca
How to Place an Order Using the Fractional Shares API?

See all 15 articles →

Broker API

How Does Crypto Fee Pricing Compare to Stock Trading Fees?
What a fintech startup did to win #1 Product of the Day on Product Hunt with Alpaca Crypto API
Broker-Dealer, Investment Advisor, or No License? How to start your research journey on regulatory licenses
Love it or Hate it: Inside Payment for Order Flow and Commission-Free Trading Apps
Add market data to your trading app with Alpaca Market Data API

See all 14 articles →

Machine Learning in Trading

Linear Regression For a Momentum Based Trading Strategy Using Zipline Trader
Risks of Automated Trading Systems
Alternative Bars in Alpaca: Part III - (Machine Learning Trading Strategy)
Building a Financial Machine Learning Pipeline with Alpaca
Comparing 3 Different Types of Neural Network Architectures in Finance - Intro into Machine Learning for Finance (Part 3)

See all 7 articles →

Crypto

Coded & Analyzed Pairs Trading Strategy Using Bitcoin and Coinbase Stock
Buying Crypto using Alpaca Snapshot and Crypto APIs
How Does Crypto Fee Pricing Compare to Stock Trading Fees?
Backtesting Bitcoin with Pandas and Market Data API
What a fintech startup did to win #1 Product of the Day on Product Hunt with Alpaca Crypto API

See all 7 articles →

Hedge Fund Basics

LiuAlgoTrader — Part I — Power up!
API Algo Trading Landscape
HFT-like Trading Algorithm in 300 Lines of Code You Can Run Now
Ultimate List of Automated Trading Strategies You Should Know
Algorithmic Trading through a Business Account at Alpaca

See all 5 articles →

Regulatory Licenses

Broker-Dealer, Investment Advisor, or No License? How to start your research journey on regulatory licenses
10 Common Compliance Challenges

See all 2 articles →

Backtesting

Research, Backtest, and Trade from a Jupyter Notebook in Google Colab
Introduction to Backtesting with VectorBT

See all 2 articles →

Python

Introduction to Backtesting with VectorBT
Buying Crypto using Alpaca Snapshot and Crypto APIs

See all 2 articles →

OAuth

How To Create Your Own Trading App Using OAuth with React

See 1 article →

JavaScript

How To Create Your Own Trading App Using OAuth with React

See 1 article →

App Development

Add an Interactive Line Plot to your Trading App with Alpaca Market Data API

See 1 article →

Swift

Add an Interactive Line Plot to your Trading App with Alpaca Market Data API

See 1 article →

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Disclosures

Disclosure Library Form CRS Form CRS Responses to Conversation Starters Privacy Policy Terms & Conditions

© 2021 Alpaca Securities LLC All rights reserved.
© 2021 Alpaca Crypto LLC All rights reserved.
© 2021 AlpacaDB, Inc. All rights reserved.

Securities brokerage services are provided by Alpaca Securities LLC ("Alpaca Securities"), member FINRA/SIPC, a wholly-owned subsidiary of AlpacaDB, Inc. Technology and services are offered by AlpacaDB, Inc.

Cryptocurrency services are provided by Alpaca Crypto LLC ("Alpaca Crypto"), a wholly-owned subsidiary of AlpacaDB, Inc. Alpaca Crypto is not a member of SIPC or FINRA. Cryptocurrencies are not stocks and your cryptocurrency investments are not protected by either FDIC or SIPC.

This is not an offer, solicitation of an offer, or advice to buy or sell securities or cryptocurrencies, or open a brokerage account or cryptocurrency account in any jurisdiction where Alpaca Securities or Alpaca Crypto respectively, are not registered.

! View Important Disclosures

Disclosures

Brokerage services are provided by Alpaca Securities LLC ("Alpaca"), member FINRA/SIPC, a wholly-owned subsidiary of AlpacaDB, Inc.

Technology and services are offered by AlpacaDB, Inc.

Brokerage services are provided to customers who can write automated investment code and self direct their own investments. Alpaca brokerage services are only provided to customers who agree to electronically sign agreements and agree to receive messages, confirmations, and statements electronically. Is Alpaca right for me?

This is not an offer, solicitation of an offer, or advice to buy or sell securities or cryptocurrencies, or open a brokerage account or cryptocurrency account in any jurisdiction where Alpaca Securities or Alpaca Crypto respectively, are not registered.

The Paper Trading API is offered by AlpacaDB, Inc. and does not require real money or permit a user to transact in real securities in the market. Providing use of the Paper Trading API is not an offer or solicitation to buy or sell securities, securities derivative or futures products of any kind, or any type of trading or investment advice, recommendation or strategy, given or in any manner endorsed by AlpacaDB, Inc. or any AlpacaDB, Inc. affiliate and the information made available through the Paper Trading API is not an offer or solicitation of any kind in any jurisdiction where AlpacaDB, Inc. or any AlpacaDB, Inc. affiliate is not authorized to do business.

You should know that the use or granting of any third party access to your account information or place transactions in your account at your direction is solely at your risk. Alpaca does not warrant against loss of use or any direct, indirect or consequential damages or losses to you caused by your assent, expressed or implied, to a third party accessing your account or information, including access provided through any other third party apps, systems, or sites.

Market prices, data and other information available through Alpaca are not warranted as to completeness or accuracy and are subject to change without notice. System response and account access times may vary due to a variety of factors, including trading volumes, market conditions, system performance, and other factors. A more complete description of the impact these factors may have can be found in our risks of automated trading systems section.

All investments involve risk and the past performance of a security, or financial product does not guarantee future results or returns. Keep in mind that while diversification may help spread risk it does not assure a profit, or protect against loss, in a down market. There is always the potential of losing money when you invest in securities, or other financial products. Investors should consider their investment objectives and risks carefully before investing.

There are risks unique to automated trading algorithms that you should know about and plan for. You should setup a method or system of continuous monitoring or alerting to let you know if there is a mechanical failure, such as connectivity issues, power loss, a computer crash, or system quirk. You should also monitor for instances where your automated trading system experiences anomalies that could result in errant, missing, or duplicated orders. A more complete description of these and other risks can be found in our FAQ section.

Conditional orders may have increased risk as a result of their reliance on trigger processing, market data, and other internal and external systems. Such orders are not sent to the market until specified conditions are met. During that time, issues such as system outages with downstream technologies or third parties may occur. Conditional orders triggering near the market close may fail to execute that day. Furthermore, our executing partner may impose controls on conditional orders to limit erroneous trades triggering downstream orders. Alpaca Securities may not always be made aware of such changes to external controls immediately, which may lead to some conditional orders not being executed. As such, it is important to monitor conditional orders for reasonability. Conditional orders are “Not Held” orders whose execution instructions are on a best efforts basis upon being triggered. Furthermore, conditional orders may be subject to the increased risks of stop orders and market orders outlined above. Given the increased potential risk of using conditional orders, the client agrees that Alpaca Securities cannot be held responsible for losses, damages, or missed opportunity costs associated with market data problems, systems issues, and user error, among other factors. By using conditional orders the client understands and accepts the risks outlined above. Alpaca Securities encourages leveraging the use of Paper accounts to become more comfortable with the intricacies associated with these orders.

ETFs can entail risks similar to direct stock ownership, including market, sector, or industry risks. Some ETFs may involve international risk, currency risk, commodity risk, and interest rate risk. Trading prices may not reflect the net asset value of the underlying securities.

All accounts are opened as margin accounts. You should know that margin trading involves interest charges and risks, including the potential to lose more than deposited or the need to deposit additional collateral in a falling market. Before using margin, customers must determine whether this type of trading strategy is right for them given their specific investment objectives, experience, risk tolerance, and financial situation. For more information please see Alpaca’s Margin Disclosure Statement and Margin Agreement. These disclosures contain information on Alpaca’s lending policies, interest charges, and the risks associated with margin accounts.

Commission-Free trading means that there are no commission charges for Alpaca self-directed individual cash brokerage accounts that trade U.S. listed securities through an API. Relevant SEC and FINRA fees may apply.

Cryptocurrency is highly speculative in nature, involves a high degree of risks, such as volatile market price swings, market manipulation, flash crashes, and cybersecurity risks. Cryptocurrency is not regulated or is lightly regulated in most countries. Cryptocurrency trading can lead to large, immediate and permanent loss of financial value. You should have appropriate knowledge and experience before engaging in cryptocurrency trading. For additional information please click here.

Cryptocurrency services are provided by Alpaca Crypto LLC (“Alpaca Crypto”), a wholly-owned subsidiary of AlpacaDB, Inc. Alpaca Crypto LLC is not a member of SIPC or FINRA. Cryptocurrencies are not stocks and your cryptocurrency investments are not protected by either FDIC or SIPC.

© 2021 Alpaca Securities LLC All rights reserved.

© 2021 Alpaca Crypto LLC All rights reserved.

© 2021 AlpacaDB, Inc. All rights reserved.

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