of BS in physics (doubtful but we can hope) I getting bored and per usual I started sorting YouTube results by upload date. This indicates that for states that the Q-learning agent has not seen before, it has no clue which action to take. I wrote awhile ago about my personal goal of learning everything. With self-teaching, what I found most useful was a combination of formal and non-formal education tools. The course follows the book wonderfully. Share on Reddit Computer scientists have developed a number of supervised learning algorithms that give people the chance to help the computer generate the appropriate output to … Self-Learning - Educational resources for self-learners on any subject r/ selflearning. Are you driven and self-motivated? Harvard CS50x: Introduction to Computer Science, MIT 6.0001: Introduction to CS and Programming in Python, The Missing Semester of Your CS Education, CS50x Web Programming with Python and JavaScript, MIT 6.0002: Introduction to Computational Thinking and Data Science, Berkeley CS 61A: Structure and Interpretation of Computer Programs, University of Washington CSE341: Programming Languages, MIT 6.042J: Mathematics for Computer Science, MIT 6.036: Introduction to Machine Learning, MIT 6.046J: Design and Analysis of Algorithms, Georgia Tech CS 6515: Intro to Graduate Algorithms, CMU 15-213: Introduction to Computer Systems, Computer Systems: A Programmer's Perspective, UC Berkeley CS 162: Operating Systems and Systems Programming, Georgia Tech CS 6200: Introduction to Operating Systems, Georgia Tech CS 6210: Advanced Operating Systems, Stanford CS144: Introduction to Computer Networking, Berkeley CS 186: Introduction to Database Systems, Georgia Tech CS 6400: Database Systems Concepts and Design, Georgia Tech CS 8803 O08: Compilers - Theory and Practice, MIT 6.172: Performance Engineering of Software Systems, https://github.com/P1xt/p1xt-guides#tier-x---math-prep, https://research.cs.wisc.edu/mist/SoftwareSecurityCourse/. People from all walks of life welcome, including hackers, hobbyists, professionals, and academics. This is the stake I needed to end this vampire. If you view Q-learning as updating numbers in a two-dimensional array (Action Space * State Space), it, in fact, resembles dynamic programming. Together these books follow me on every bookshelf at every job I go to, along with The Mythical Man-Month. Then ask. The Art & Business of Making Games. In a world where nearly all the world’s information is at our fingertips, the barriers to lifelong learning are gone. Dude, you have no fucking idea how much this helped. Some online teaching resources have small exams at the end of each course to assess your grasp of the course so you can also take advantage of these. ... We aim to create a supportive community for all those teaching or studying chemistry across the world. There is so much stuff you aren't going to need. It is dense, but you have to understand that the field of knowledge you're diving into is huge. u/ewig94 you just saved my year. All of the answers you'll find in this thread are nicely summarized here. Note: The following 5 steps are optional and not as "required" as the previous ones. For those of us who have been using our computers, smartphones and tablets solely for the purposes of entertainment, it’s time for an important realization: your digital device can be your ultimate tool for growth and self-education. For example if you are going to be android developer, you aren't going to need 90% of your plan. Best response so far I think. [I'll study high-school math during steps 0 and 1, but to keep it simple, I've put it under step 2. This is by no means a "one size fits all" curriculum, nor am I an evil creature trying to misguide those new in this field! How can you stay motivated while learning to code? Additional, non-required courses (just in case, because I like math! Here is the updated list based on the feedback you provided. And, if we really are living in an information-based world, it’s probably critical to almost every goal you have. Perhaps take part in practicing competitive programming problems from places like USACO training pages, UVA's uHunt, codeforces + editorials, or topcoder + editorials. Recession proof myself by learning about said industries I like (Finance, Patents, Education, Aerospace, Open Source, etc.). Being a completely self taught programmer, I would like it if I could better myself by self-learning the computer science course taught to a typical CS grad. Will try to add it to the edited version. Then you're ready to start implementing some sorting algorithms. Hot. In this post, we will take a tour of the most popular machine learning algorithms. Do you like to learn with hands-on projects? I have also heard good things about Algorithms Unlocked. We are on the cusp of a digital education revolution where traditional schools are being disrupted and a lifetime of self-directed learning or unschooling is becoming the new way to thrive. Thanks for the advice and the resource man, that's amazing! A little bit of clarification (apparently needed! I have been searching around for something like this and I can't thank you enough. Excellent text. In programming, self-teaching is what you will be doing every day. YouTube Find: Claiming to self-teach equiv. What is the best book for me to learn algorithms and data structures? The main component of self study is motivation. I found them slow paced, but had an excellent time talking to my professors exploring more advanced concepts that built upon the material we were learning in class. A subreddit for all questions related to programming in any language. For reference, I'm self-taught, and before programming I was a line cook for 6 years, and IT help desk for 4. Unfortunately, can't donate any coins. The Goal of Teaching Yourself Everything. But remember there's a huge amount of such curated lists all over the internet (which I used myself to create this personal one!
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