Getting Started With Big Data Engineering With Roadmap

1

Natural Language Processing|Stemming

Krish Naik

2

Natural Language Processing|BagofWords

Krish Naik

3

Gaussian distribution or Normal Distribution in statisctics

Krish Naik

4

Natural Language Processing|TF-IDF for Machine Learning| Text Prerocessing

Krish Naik

5

Log Normal Distribution in Statistics

Krish Naik

6

Covariance in Statistics

Krish Naik

7

Confusion matrix, Precision, Recall| Data Science Interview questions

Krish Naik

8

Tutorial 44-Balanced vs Imbalanced Dataset and how to handle Imbalanced Dataset

Krish Naik

9

Implementing a Spam classifier in python| Natural Language Processing

Krish Naik

10

Tutorial 11-Exploratory Data Analysis(EDA) of Titanic dataset

Krish Naik

11

Face Recognition using open CV and VGG 16 Transfer Learning

Krish Naik

12

Pedestrian Detection using OpenCV from Videos

Krish Naik

13

Face and Eye Detection from Videos using HAAR Cascade Classifier

Krish Naik

14

Reading, Writing and Displaying images with Opencv| OpenCV Tutorial

Krish Naik

15

OpenCV Installation | OpenCV tutorial

Krish Naik

16

Face and Eye Detection from Images using HAAR Cascade Classifier

Krish Naik

17

Car Detection using HAAR Cascade and Opencv from Videos.

Krish Naik

18

Using OpenFace for Face recognition in Keras

Krish Naik

19

OpenPose Tutorial with Tensorflow

Krish Naik

20

Multiple Linear Regression using python and sklearn

Krish Naik

21

Dimensional Reduction| Principal Component Analysis

Krish Naik

22

Movie Recommender System using Python

Krish Naik

23

TPR,FPR,FNR,TNR, Confusion Matrix

Krish Naik

24

Precision, Recall and F1-Score

Krish Naik

25

Artificial Neural Network for Customer's Exit Prediction from Bank

Krish Naik

26

GridSearchCV- Select the best hyperparameter for any Classification Model

Krish Naik

27

RandomizedSearchCV- Select the best hyperparameter for any Classification Model

Krish Naik

28

K Nearest Neighbor classification with Intuition and practical solution

Krish Naik

29

K Means Clustering Intuition

Krish Naik

30

Create custom Alexa Skill- Lambda function- Part2

Krish Naik

31

Hierarchical Clustering intuition

Krish Naik

32

Implement Transfer Learning with a generic Code Template

Krish Naik

33

Gender Classifier and Age Estimator using Resnet Convolution Neural Network

Krish Naik

34

Unlock Your Application With Your Face using OpenCV

Krish Naik

35

Draw rectangle from webcam and sketch process it on a live feed

Krish Naik

36

Complete Life Cycle of a Data Science Project

Krish Naik

37

How we can apply Machine Learning in Finance

Krish Naik

38

Deep Learning in Medical Science

Krish Naik

39

How to switch your career to Data Science.

Krish Naik

40

Linear Regression Mathematical Intuition

Krish Naik

41

Handle Categorical features using Python

Krish Naik

42

Machine Learning Algorithm- Which one to choose for your Problem?

Krish Naik

43

DBSCAN Clustering Easily Explained with Implementation

Krish Naik

44

Curse of Dimensionality Easily explained| Machine Learning

Krish Naik

45

Feature Selection Techniques Easily Explained | Machine Learning

Krish Naik

46

Tutorial 29-R square and Adjusted R square Clearly Explained| Machine Learning

Krish Naik

47

Cross Validation using sklearn and python | Machine Learning

Krish Naik

48

Handling Missing Data Easily Explained| Machine Learning

Krish Naik

49

Deploy Machine Learning Model using Flask

Krish Naik

50

Deployment of Deep Learning Model using Flask

Krish Naik

51

How to Visualize Multiple Linear Regression in python

Krish Naik

52

K Nearest Neighbour Easily Explained with Implementation

Krish Naik

53

Predicting Heart Disease using Machine Learning

Krish Naik

54

Predicting Lungs Disease using Deep Learning

Krish Naik

55

Stock Sentiment Analysis using News Headlines

Krish Naik

56

Random Forest(Bootstrap Aggregation) Easily Explained

Krish Naik

57

Voting Classifier(Hard Voting and Soft Voting Classifier)

Krish Naik

58

Credit Card Fraud Detection using Machine Learning from Kaggle

Krish Naik

59

Hyperparameter Optimization for Xgboost

Krish Naik

60

Tutorial 45-Handling imbalanced Dataset using python- Part 1

Krish Naik