Machine Learning in C++

سرفصل های دوره

Master Machine Learning from scratch using C++17 without built-in functions.

1 - About the course

1 - About the course

2 - Energy-ef-ciency-across-programming-languages.pdf

2 - Why learn Machine learning with C

3 - Udemys Q&A.html

4 - THE MNIST DATABASE.html

4 - the mnist database of handwritten digits.zip

2 - Introduction

5 - Important.html

6 - Introduction

7 - Introduction to Data Set

7 - t10k-images-idx3-ubyte.zip

7 - t10k-labels-idx1-ubyte.zip

7 - train-images-idx3-ubyte.zip

7 - train-labels-idx1-ubyte.zip

8 - THE MNIST DATABASE.html

3 - ETL Extract Transform Load Theory & Coding C

9 - Before Starting.html

10 - Creating directories

11 - Creating files

12 - Data h header creation

13 - Data Handler h header creation 1

14 - Data Handler h header creation 2

15 - Data cpp library creation

16 - Data Handler cpp library creation 1

17 - Data Handler cpp library creation 2

18 - Data Handler cpp library creation 3

19 - Data Handler cpp library creation 4

20 - Data Handler cpp library creation 5

21 - Data Handler cpp library creation 6

22 - The Main cpp file creation

23 - Compiling & Bug fixing 1

24 - Executing & Bug fixing 2

25 - Debuging & Executing

26 - CMakeListstxt file creation & Execution

4 - KNearest Neighbor KNN Theory & Coding C

27 - Introduction

28 - Creating directories & files

29 - kNN h header file creation

30 - kNN cpp library creation 1

31 - kNN cpp library creation 2

32 - kNN cpp library creation 3

33 - kNN cpp library creation 4

34 - kNN cpp library creation 5

35 - The Main cpp file creation & Linking in CMakeListstxt

36 - CMake editing & Debugging & Executing

5 - KMeans Algorithm Theory & Coding C

37 - Introduction

38 - Coheir h file creation Inheritance

39 - Creation Coheir cpp file & Inherit to KNN & Execution KNN algorithm

40 - KMeans file system creation & Linking files in CMakeListstxt

41 - KMeans h file creation & Struct creation

42 - KMeans cpp file creation 1

43 - KMeans cpp file creation 2

44 - KMeans cpp & Debugging & CMake & Execution

6 - Result

45 - Performance kNN vs KMeans.html

46 - What now.html

7 - Sources

47 - Clon from Git.html

47 - github.zip

48 - Unzipped Data.html

48 - t10k-images-idx3-ubyte.zip

48 - t10k-labels-idx1-ubyte.zip

48 - train-images-idx3-ubyte.zip

48 - train-labels-idx1-ubyte.zip

49 - The whole project.html

49 - ml-cpp.rar

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تولید کننده: Udemy-Training