Is Java good for data structures and algorithms?
Yes. It is verbose next to Python, but the verbosity helps while you learn: types make every node, reference and generic parameter explicit, and the standard library's collections map one to one onto the structures in this path. It is fast enough for almost every judge and interview, and it is the language many university courses and campus placements use.
Which Java collections match which data structures?
ArrayDeque is a stack or a queue, LinkedList is a doubly linked list, HashMap and HashSet are hash tables, PriorityQueue is a binary min-heap, and TreeMap and TreeSet are red-black trees, a balanced binary search tree like the AVL tree you build in step two. There is no trie or graph class; those you write yourself.
Should I use Stack or ArrayDeque in Java?
ArrayDeque. Stack is a legacy class that extends Vector, so every call is synchronized and it inherits list methods a stack should not have; the Java documentation itself recommends a Deque instead. Interviewers notice: Deque<Integer> stack = new ArrayDeque<>(); is the idiomatic line.
Java or C++ for DSA?
Whichever you will interview or compete in. C++ is the norm in competitive programming for its speed and the STL; Java is just as good for interviews, and its garbage collector means no manual memory management while the algorithms are still new. The ideas are identical, so switching later means translating syntax, not relearning.
Which courses on this path are not taught in Java?
Three: dynamic programming and the Python interview series are taught in Python, and bit manipulation in C++. They are listed after the steps, each with a link that opens it in its own language, and both read easily from Java: a recurrence is the same in any language, and Java has the C++ bitwise operators plus the unsigned shift >>>.
Do I need to know Java before starting this path?
You should be comfortable with classes, methods, arrays and loops; generics help, and you will pick them up on the way. If you are not there yet, Coddy's Java course takes you there first, free, and this path picks up where it ends.