Saurabh askedon {{::getFormatedLocalTime("2018-10-22T12:29:11.677Z", {without_time: true})}}
Any openings in data science and machine learning? LinkedIn: https://www.linkedin.com/in/saurabh-kamble-52791314a/
I have 12 months of Experience with Python[Numpy,Pandas,MatplotlibSeaborn,Sklearn] and R programming. I have worked on Machine Learning , Natural Language Processing, Deep learning, Data Visualization tools like Tableau , QlikSense , Advance Excel and MySQL, looking for applying these skills on real-time data.Technical Skills:Applied Statistical Modelling for models analysing Z-score, Skew and Kurtosis, Data Transformation, Hypothesis Testing, Using ML Algorithms like Linear/Logistic Regression, Decision Trees, Random Forest,Xgboost,Naive-Bayes,PCA,SVM,K-means,KNN including working on Natural Language Processing with TensorFlow. Sentiment Analysis on IMDB movie dataset, Image Classification using CNN, Customer Segmentation/Churn Analysis.
SQL : An example scenario could be where you need to pull data from the underlying File system , which in Hadoop is HDFS. One simple way is to use a thrift server which exposes the data like how any database would do.
DataScience tasks : You can use SparkR for building data pipeline like pulling data from multiple sources , cleaning the data , applying distribnuted Ml .
All these tools are best used based on the problem you are trying to solve .
Thanks,
Vishnu Subramanian
If you can be more specific on what your use case is, people can give to the point answers.
To be precise, this question is a largely open and would suggest you chop it down to smaller questions.