Categories
- A ll Codes (310)
- ACM (221)
- ACM Technique (18)
- ACM-ICPC (57)
- Adhoc/Brute Force (3)
- Algorithm (83)
- Algo Unsolved (3)
- Asymptotic Notation (3)
- Geometry (2)
- Graph (6)
- All Pair Shortest Path (1)
- BFS (1)
- DFS (1)
- Single Source Shortest Path (2)
- Bellman Ford (1)
- Dijkstra (1)
- Topological Sort (1)
- Number Theory (6)
- Euler GCD (1)
- GCD (1)
- LCM (1)
- Prime factorization (1)
- Sieve of Erastosthenes (1)
- Trial Division (1)
- Recursion (3)
- Fibonacci (1)
- Tower of Hanoi (1)
- Searching (3)
- Binary Search (2)
- Linear Search (1)
- Sorting (13)
- Bubble Sort (1)
- Bucket Sort (1)
- Counting Sort (1)
- Heap Sort (1)
- Insertion Sort (1)
- Merge Sort (3)
- Quicksort (2)
- Radix Sort (1)
- Selection Sort (3)
- Tree (6)
- AVL Tree (1)
- B+ Tree (1)
- Binary Search Tree (4)
- Competitive Programming (1)
- Data Structure (6)
- Linked List (1)
- Queue (2)
- Circular Queue (1)
- Stack (1)
- Future Reference (1)
- Problem Solution (101)
- Codeforces (3)
- DevSkill (1)
- HackerEarth (17)
- HackerRank (4)
- Lightoj (2)
- SPOJ (1)
- Unsolved (1)
- URI Online Judge (34)
- UVa (18)
- Programming Contest (2)
- Programming Problem Solving (18)
- CS Courses (138)
- Art of Effective Living (1)
- Artificial Intelligence (12)
- Assembly Language (3)
- Compiler Design (1)
- Computer Architecture (3)
- Data Communication (1)
- Data Mining (10)
- WEKA (2)
- Database (10)
- SQL (8)
- Digital Image Processing (5)
- Embedded Systems (2)
- Arduino (2)
- Games Development (1)
- Graphics (9)
- OpenGL (7)
- Mathematics (25)
- Numerical Method (18)
- Bisection Method (4)
- Numerical Method (18)
- Microprocessor (1)
- OOP (42)
- Operating System (10)
- Bash/Shell Scripting (6)
- CPU Scheduling (1)
- Simulation and Modelling (1)
- Web Engineering (1)
- Experience (3)
- Events (1)
- Food Review (1)
- Travel (1)
- Fitness (14)
- Body Transformation (2)
- Bodybuilding (7)
- Cycling (1)
- Fat Loss (2)
- Fitness Motivation (4)
- Health (2)
- Mental Health (1)
- My Gym (2)
- My Life Chart (3)
- My Life Style (3)
- Weight loss (1)
- Graphics Design (1)
- Photoshop (1)
- HigherStudy (51)
- EducationUSA (2)
- English Learning (8)
- Pronunciation (2)
- Grammar (7)
- GRE (17)
- IELTS (26)
- Handwriting Improvement (1)
- Listening (4)
- Reading (1)
- Speaking (2)
- Writing Task (3)
- TOEFL (2)
- HTML/CSS (1)
- Job (41)
- CSE (2)
- CV/Resume (4)
- Interview (22)
- Fresher/Intern (1)
- Java (3)
- MSSQL (3)
- Stored Procedures (1)
- T-SQL (1)
- Open Source (5)
- Linux (3)
- Ubuntu 15.04 (1)
- Ubuntu14.04 (1)
- Ubuntu (1)
- Linux (3)
- Philosophy of Life (133)
- Learning (1)
- Life (9)
- Life Motivation (95)
- Business/Money (4)
- Career/Earning (9)
- Fearless Motivation (1)
- Life Quotes (2)
- Life Story/Journey (1)
- People Skill/Networking (14)
- Study Motivation (44)
- Success Hacks (52)
- Never Quit (27)
- Patience (14)
- Social Skills/Communicative Skills (5)
- Time Management (1)
- Life Productivity (4)
- Life Rules (3)
- Life Skills (2)
- Lifefact (3)
- Lifelessons (4)
- Lifestyle (1)
- Love (5)
- Motivation (14)
- Motivational Posts (4)
- Music (3)
- Poems (1)
- Love (1)
- Poetry (1)
- Ramadan (1)
- Romance (4)
- Sadness (1)
- Sarcasm (1)
- Thoughts (2)
- Pore Abar Bujhbo (8)
- Presentation (8)
- Programming (303)
- Language (275)
- C (152)
- Array (24)
- C library function (3)
- C Refresh (106)
- Function (17)
- logic (1)
- Logic Logic (4)
- Logics (1)
- Memory Management (1)
- Pointer (19)
- String (21)
- Structured Programming (1)
- C# (40)
- C++ (35)
- Vector (1)
- Java (41)
- Javascript (1)
- PHP (18)
- Python (1)
- C (152)
- Language (275)
- Project (2)
- Project Report (1)
- Research (45)
- BigData (1)
- Data Science (12)
- Machine Learning (22)
- Natural Language Processing(NLP) (4)
- Plagiarism Checker (1)
- Research Papers (3)
- Research Topic (1)
- Statistics (1)
- Sentiment Analysis (3)
- Software Development (78)
- .NET (34)
- Xamarin (1)
- Android (10)
- ASP.NET (10)
- Debate (2)
- Design Pattern (3)
- Laravel (4)
- Object Notation (3)
- Regex (2)
- Software Development Life Cycle(SDLC) (3)
- Training (9)
- LICT (9)
- unity3d (1)
- Version Control/SVN (3)
- XML (1)
- .NET (34)
- Tech Tips (21)
- Desktop (1)
- Fix (1)
- Laptop (1)
- Laptop(ল্যাপটপ) (1)
- HP (1)
- Techie Talk (15)
- Tech Debate (2)
- VPS (2)
- Uncategorized (26)
- University Life (4)
- 11th semester (1)
- 7th semester (1)
- 9th semester (1)
- Web Links (1)
- বাংলা (10)
- অবজেক্ট ওরিয়েন্টেড প্রোগ্রামিং (1)
- রিসার্চ (1)
- সি প্রোগ্রামিং (2)
- হার্ডডিস্ক পার্টিশান (1)
-
Recent Comments
- ijazbesant on Become a Software Engineer in PHP platform
- zakilive on OOPs ! অবজেক্ট ওরিয়েন্টেড প্রোগ্রামিং কনসেপ্ট এবং তার সূচনা :D
- Hasibul Hasan on OOPs ! অবজেক্ট ওরিয়েন্টেড প্রোগ্রামিং কনসেপ্ট এবং তার সূচনা :D
- Rezaul Islam on Some Android Links that May Help
- chris woodward on Project UX design for Java Balloon Shooter Game in 4th semester
Category Archives: Data Science
Machine Learning in Easy Way
https://www.youtube.com/watch?v=IpGxLWOIZy4
Deep Learning, Deep Neural Network:
https://www.youtube.com/watch?v=BR9h47Jtqyw
Posted in Data Science, Machine Learning
Road to Data Scientist and Python Ninja
Here , I will try to share some of the info about data scince mastery step by step and pythonic attitude :p
These links may help:
https://www.quora.com/Which-career-is-more-promising-data-scientist-or-software-developer-1
https://www.inferentialthinking.com/
https://www.facebook.com/groups/pythonbd/permalink/814281808673238/
Data Podcats:
https://dataskeptic.com/
Python:
https://www.coursera.org/specializations/python
https://pythonspot.com/en/
Job:
Posted in Data Science
Heading Towards My Journey To Data Science Strongly..The sexiest job of 21st century
Chatbot:
https://chatbotslife.com/machine-learning-for-dummies-part-1-dbaca076ec07
Sentiment Analysis, Natural Language Processing:
https://medium.com/udacity/natural-language-processing-and-sentiment-analysis-43111c33c27e
Posted in Data Science
Data Science MOOC (Will do someday)
http://www.kdnuggets.com/2015/09/top-20-data-science-moocs.html
https://lagunita.stanford.edu/courses/Home/Databases/Engineering/about
Posted in Data Science, Database
Data Mining Deep Study – Confusion Matrix
A confusion matrix shows the number of correct and incorrect predictions made by the classification models compared by actual outcomes (target value) in the data.
Found a good lecture regarding confusion matrix with easy explanation for HIV AIDS. Video is found below and my own drawing regarding this is also given below:
https://www.youtube.com/watch?v=__GSXkCw_2M
Data Science Track
1. Watch all the videos in youtube regarding data science including algorithms.
2. For data mining complete a series example Rushdi Shams with WEKA
3. For basic theory:
Watch and complete UDACITY, Andrew NG machine learning course step by step.
Udacity course I have found much interesting than Andrew NG but I will finish both In Sha Allah
4. There is a UDEMY paid course hands on data science with python
5. For python learn from codeacademy
UBUNTU is good rather windows for python
6. Subeen vaia’s book is also good for python
To be continued
Top 5 popular data science algorithms
Top 5 popular data science algorithms:
Decision Tree
Random Fores
Association Rule Mining
Linear Regression
K-means Clustering
Data science is nothing but extracting and actionable knowledge from data:
Data Scienctist must know data architecture , machine learning, data analytics.
Machine Learning Algorithms(sample)
Continuos:
Unsupervised Supervised
Clustering Regression
Kmeans Linear
SVD Polynomial
PCA Decision Trees
Radom Forests
Categorical:
Association Analysis Classification
Apriori KNN
FP Growth Trees
Hidden Markov Model Logistic Regression
Naive Bayes
Bayes
Supervised Learning: The categories of the data is already known
Unsupervised Learning: The learning process attempts to find appropriate category for the data.
