Data Science Dojo

AUGUST 27, 2024

Algorithms: Decision trees, random forests, logistic regression, and more are like different techniques a detective might use to solve a case. Hadoop and Spark: These are like powerful computers that can process huge amounts of data quickly. It’s like training a detective to recognize patterns and make predictions.

Data Scientist 274

Data Scientist Data Science Machine Learning Machine Learning 274

Data Science Dojo

AUGUST 27, 2024

Algorithms: Decision trees, random forests, logistic regression, and more are like different techniques a detective might use to solve a case. Hadoop and Spark: These are like powerful computers that can process huge amounts of data quickly. It’s like training a detective to recognize patterns and make predictions.

Data Scientist 195

Data Scientist Data Science Machine Learning Machine Learning 195

Pickl AI

NOVEMBER 28, 2024

Decision Trees These trees split data into branches based on feature values, providing clear decision rules. These networks can learn from large volumes of data and are particularly effective in handling tasks such as image recognition and natural language processing.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

IBM Journey to AI blog

JULY 6, 2023

Today, machine learning has evolved to the point that engineers need to know applied mathematics, computer programming, statistical methods, probability concepts, data structure and other computer science fundamentals, and big data tools such as Hadoop and Hive. Python is the most common programming language used in machine learning.

Machine Learning 80

Machine Learning Machine Learning Data Science Big Data 80

Pickl AI

MAY 31, 2023

Accordingly, there are many Python libraries which are open-source including Data Manipulation, Data Visualisation, Machine Learning, Natural Language Processing , Statistics and Mathematics. It includes regression, classification, clustering, decision trees, and more. It can be easily ported to multiple platforms.

Data Science 52

Data Science Python Data Scientist Machine Learning 52

Pickl AI

JULY 18, 2023

Additionally, its natural language processing capabilities and Machine Learning frameworks like TensorFlow and scikit-learn make Python an all-in-one language for Data Science. Its speed and performance make it a favored language for big data analytics, where efficiency and scalability are paramount.

Data Science 52

Data Science SQL Data Scientist Apache Hadoop 52

Pickl AI

JULY 10, 2023

R’s machine learning capabilities allow for model training, evaluation, and deployment. · Text Mining and Natural Language Processing (NLP): R offers packages such as tm, quanteda, and text2vec that facilitate text mining and NLP tasks. Suppose you want to develop a classification model to predict customer churn.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52