prompter: If I as a new CS grad want to get a job with a FAANG company, what are the top programming languages to focus on right now? Does one have to be good at javascript or can it be okay to stick to more sane languages

assistant: As a new CS grad looking to get a job with a FAANG company, there are several programming languages that are in high demand and worth focusing on. These include:

1. Python: Python is a popular language for data analysis, machine learning, and scientific computing, all of which are important areas for FAANG companies. Python is also used for web development, automation, and general-purpose programming.

2. Java: Java is a widely used language for enterprise applications, Android app development, and back-end web development. It's also a popular language for big data processing and distributed systems.

3. C++: C++ is a powerful language that is often used for systems programming, game development, and high-performance computing. Many FAANG companies use C++ for performance-critical applications and systems-level programming.

4. JavaScript: JavaScript is the most widely used language for web development and is used extensively for front-end and back-end web development. Knowledge of JavaScript is important for building web applications and is essential for working with modern web frameworks like React and Angular.

5. Go: Go is a relatively new language that is gaining popularity for its simplicity and concurrency features. It's often used for building scalable, high-performance systems and network programming.

It's important to note that different FAANG companies may prioritize different programming languages depending on their specific needs and areas of focus. However, having a solid foundation in at least one of these languages can be a good starting point for getting hired at a FAANG company.

Regarding JavaScript, while it's important for web development, it's not necessarily a requirement for all FAANG positions. However, having some familiarity with JavaScript and web development frameworks can be beneficial, as many FAANG companies have web-based applications and services. Ultimately, it's important to focus on becoming proficient in a language that interests you and aligns with your career goals, rather than simply choosing a language because it's popular.

prompter: Thanks. Is Python3 good for AI research?

assistant: Yes it is, and it is used by many high-profile AI labs, including OpenAI, and Tesla. Using PyTorch (A python library) can also help!

prompter: What is you opinion about Tensorflow and Jax? Are they competitive currently? (For some reason PyTorch seems uncomfortable to use...)

assistant: yes python is probably the most important programming language for ai, many ai systems are built using python. Besides that c++ is also very good to learn for ai development

assistant: As a new CS grad looking to get a job with a FAANG company, it is important to have a solid foundation in several programming languages. The most commonly used programming languages in FAANG companies are Java, Python, and C++, but other languages such as JavaScript, Go, and Ruby are also used.

In terms of programming languages, it's important to have a strong understanding of the fundamentals of computer science and algorithms, rather than just focusing on one language. However, having expertise in one or more specific languages can certainly help your job prospects.

JavaScript is a very popular language, especially for front-end web development, and is used extensively in many FAANG companies. However, it is not the only language used in FAANG companies, and there are many other "sane" languages that are also widely used. For example, Java and Python are both very popular in the backend and data engineering roles at FAANG companies.

Ultimately, the most important thing is to have a strong foundation in computer science and a willingness to learn and adapt to new technologies and programming languages. Employers are often more interested in your ability to learn and solve problems than in your specific language skills.

prompter: Problem solving skills? Do you think IQ or EQ type of capability? Or a totally different intelligence? I heard there are 12 types.

assistant: Problem-solving skills in the context of computer science and programming generally refer to logical reasoning, analytical thinking, and the ability to break down complex problems into simpler components. These skills are typically more related to cognitive intelligence (IQ) than emotional intelligence (EQ).

However, EQ can still be an important factor in your success as a software developer, especially when working in a team or interacting with clients. Emotional intelligence involves understanding your own emotions and the emotions of others, as well as effective communication, empathy, and conflict resolution.

There are multiple theories about the types of intelligence, such as Howard Gardner's theory of multiple intelligences, which identifies eight distinct types of intelligence: linguistic, logical-mathematical, spatial, bodily-kinesthetic, musical, interpersonal, intrapersonal, and naturalistic. Some versions of this theory include additional types, like existential and pedagogical intelligence, but the core idea is that people can have strengths in different areas of intelligence.

In the context of programming and working at FAANG companies, the most relevant types of intelligence are likely to be logical-mathematical (problem-solving, analytical thinking, and understanding complex systems) and interpersonal (collaboration, communication, and understanding the needs of users or clients). However, cultivating a well-rounded set of skills and abilities across multiple intelligences can make you a more effective and versatile professional in the long run.