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    <title>Manish Barnwal</title>
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    <item>
      <title>Brief introduction to SparkUI</title>
      <link>https://manishbarnwal.com/posts/brief_introduction_to_spark_ui/</link>
      <pubDate>Mon, 31 Aug 2020 00:00:00 +0000</pubDate>
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      <description>This is a post on Spark UI and what to look for while Spark jobs are running.</description>
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      <title>Why you should use logging instead of print statements?</title>
      <link>https://manishbarnwal.com/posts/logging_in_python/</link>
      <pubDate>Tue, 26 May 2020 00:00:00 +0000</pubDate>
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      <description>This is a post on how one should get started with logging in Python.</description>
    </item>
    <item>
      <title>Personal finance 101</title>
      <link>https://manishbarnwal.com/posts/personal_finance_101/</link>
      <pubDate>Tue, 07 Apr 2020 00:00:00 +0000</pubDate>
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      <description>This is a post on how one should start his journey into investments.</description>
    </item>
    <item>
      <title>Cluster NSE top 500 companies</title>
      <link>https://manishbarnwal.com/posts/cluster_nse_companies/</link>
      <pubDate>Mon, 28 Oct 2019 00:00:00 +0000</pubDate>
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      <description>This is a blog post on clustering NSE top 500 companies.</description>
    </item>
    <item>
      <title>Amazon&#39;s item-item Collaborative filtering recommendation algorithm [paper summary]</title>
      <link>https://manishbarnwal.com/posts/item_item_recs_paper_summary/</link>
      <pubDate>Tue, 16 Jul 2019 00:00:00 +0000</pubDate>
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      <description>This is a paper summary of item-item collaborative filtering paper by Amazon</description>
    </item>
    <item>
      <title>Types of data in recommender systems</title>
      <link>https://manishbarnwal.com/posts/types_data_recommender_system/</link>
      <pubDate>Thu, 27 Sep 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/types_data_recommender_system/</guid>
      <description>This tutorial explains the type of data one deals with when building recommender systems.</description>
    </item>
    <item>
      <title>Handling errors with try-catch in Python</title>
      <link>https://manishbarnwal.com/posts/try_catch_in_python/</link>
      <pubDate>Mon, 18 Jun 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/try_catch_in_python/</guid>
      <description>This tutorial is on handling errors with try-catch in Python.</description>
    </item>
    <item>
      <title>Subsetting a dataframe in Python</title>
      <link>https://manishbarnwal.com/posts/subsetting_dataframe_python/</link>
      <pubDate>Mon, 18 Jun 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/subsetting_dataframe_python/</guid>
      <description>This tutorial is on how to filter rows of a dataframe based on conditions on columns in dataframe in Python.</description>
    </item>
    <item>
      <title>Working with dates in Python</title>
      <link>https://manishbarnwal.com/posts/working_with_dates_in_python/</link>
      <pubDate>Mon, 18 Jun 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/working_with_dates_in_python/</guid>
      <description>This tutorial is on ways to deal with dates in Python.</description>
    </item>
    <item>
      <title>git and github for data scientists</title>
      <link>https://manishbarnwal.com/posts/git_and_github_for_data_scientists/</link>
      <pubDate>Wed, 18 Apr 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/git_and_github_for_data_scientists/</guid>
      <description>This is a tutorial on git and github for anyone who wants to use it.</description>
    </item>
    <item>
      <title>Creating a virtual environment in Python</title>
      <link>https://manishbarnwal.com/posts/virtual_environment_in_python/</link>
      <pubDate>Tue, 23 Jan 2018 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/virtual_environment_in_python/</guid>
      <description>This is a tutorial on how to create a virtual environment in Python.</description>
    </item>
    <item>
      <title>Eight lessons learnt from the process of learning the guitar</title>
      <link>https://manishbarnwal.com/posts/lessons_from_the_guitar/</link>
      <pubDate>Tue, 28 Nov 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/lessons_from_the_guitar/</guid>
      <description>This is a tutorial on how to create a virtual environment in Python.</description>
    </item>
    <item>
      <title>An easy starter to music theory</title>
      <link>https://manishbarnwal.com/posts/starter_music_theory/</link>
      <pubDate>Fri, 24 Nov 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/starter_music_theory/</guid>
      <description>This post is an introduction to music theory.</description>
    </item>
    <item>
      <title>Common docker commands</title>
      <link>https://manishbarnwal.com/posts/common_docker_commands/</link>
      <pubDate>Thu, 23 Nov 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/common_docker_commands/</guid>
      <description>This post is a tutorial on the commonly used docker commands.</description>
    </item>
    <item>
      <title>Yaadon ki chuskiya</title>
      <link>https://manishbarnwal.com/posts/yaadon_ki_chuskiya/</link>
      <pubDate>Wed, 12 Jul 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/yaadon_ki_chuskiya/</guid>
      <description>This song is about college days, friendship, and nostalgia.</description>
    </item>
    <item>
      <title>Top lessons I learned from 3 years at Walmart</title>
      <link>https://manishbarnwal.com/posts/lessons_learnt_from_3_years_of_job_at_walmart/</link>
      <pubDate>Mon, 05 Jun 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/lessons_learnt_from_3_years_of_job_at_walmart/</guid>
      <description>This post is about my learnings from three years of job at Walmart.</description>
    </item>
    <item>
      <title>The essence of music in my life</title>
      <link>https://manishbarnwal.com/posts/music_in_my_life/</link>
      <pubDate>Tue, 30 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/music_in_my_life/</guid>
      <description>This post talks about the essence of music in my life</description>
    </item>
    <item>
      <title>How to choose the probability cut-off in classification problem</title>
      <link>https://manishbarnwal.com/posts/choosing_probability_cut-off_in_classification/</link>
      <pubDate>Thu, 18 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/choosing_probability_cut-off_in_classification/</guid>
      <description>This post describes how to choose the probability cut-off in classification problem.</description>
    </item>
    <item>
      <title>Markdown commands I use frequently</title>
      <link>https://manishbarnwal.com/posts/markdown_commands_i_use_frequently/</link>
      <pubDate>Mon, 15 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/markdown_commands_i_use_frequently/</guid>
      <description>This post is a tutorial on dplyr - a package for data manipulation in R.</description>
    </item>
    <item>
      <title>Tutorial on dplyr- a package for data manipulation in R</title>
      <link>https://manishbarnwal.com/posts/tutorial_on_dplyr/</link>
      <pubDate>Mon, 15 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/tutorial_on_dplyr/</guid>
      <description>This post is a tutorial on dplyr - a package for data manipulation in R.</description>
    </item>
    <item>
      <title>The essence of machine learning is function estimation</title>
      <link>https://manishbarnwal.com/posts/machine_learning_function_estimation/</link>
      <pubDate>Fri, 12 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/machine_learning_function_estimation/</guid>
      <description>This post talks explains how the essence of machine learning is function estimation.</description>
    </item>
    <item>
      <title>Time series and forecasting using R</title>
      <link>https://manishbarnwal.com/posts/time_series_and_forecasting_using_r/</link>
      <pubDate>Wed, 03 May 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/time_series_and_forecasting_using_r/</guid>
      <description>This post talks about time series and forecasting.</description>
    </item>
    <item>
      <title>Do you believe in yourself?</title>
      <link>https://manishbarnwal.com/posts/believe_in_yourself/</link>
      <pubDate>Mon, 03 Apr 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/believe_in_yourself/</guid>
      <description>This post talks about one of the best lessons I have experienced.</description>
    </item>
    <item>
      <title>Diving into H2O with R</title>
      <link>https://manishbarnwal.com/posts/h2o_with_r/</link>
      <pubDate>Tue, 28 Mar 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/h2o_with_r/</guid>
      <description>This post talks about building machine learning models in H2O using R.</description>
    </item>
    <item>
      <title>An illustrated introduction to adversarial validation part 2</title>
      <link>https://manishbarnwal.com/posts/introduction_to_adversarial_validation/</link>
      <pubDate>Thu, 16 Feb 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/introduction_to_adversarial_validation/</guid>
      <description>This post talks about adversarial validation- an approach to the problem of differently distributed training and test data.</description>
    </item>
    <item>
      <title>An illustrated introduction to adversarial validation part 1</title>
      <link>https://manishbarnwal.com/posts/introduction_to_adversarial_validation/</link>
      <pubDate>Wed, 15 Feb 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/introduction_to_adversarial_validation/</guid>
      <description>This post talks about adversarial validation- an approach to the problem of differently distributed training and test data.</description>
    </item>
    <item>
      <title>How to use Git and Github</title>
      <link>https://manishbarnwal.com/posts/git_and_github/</link>
      <pubDate>Wed, 15 Feb 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/git_and_github/</guid>
      <description>This post talks about the usage of git and github</description>
    </item>
    <item>
      <title>The curse of bias and variance [draft]</title>
      <link>https://manishbarnwal.com/posts/the_curse_of_bias_and_variance/</link>
      <pubDate>Wed, 08 Feb 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/the_curse_of_bias_and_variance/</guid>
      <description>This post talks about the trade-off between bias and variance.</description>
    </item>
    <item>
      <title>Visualization in ML is under-rated</title>
      <link>https://manishbarnwal.com/posts/visualization_is_under-rated/</link>
      <pubDate>Fri, 27 Jan 2017 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/visualization_is_under-rated/</guid>
      <description>This post talks about visualization -one of the most important aspects of data science that often gets ignored.</description>
    </item>
    <item>
      <title>The filmy Secret Santa</title>
      <link>https://manishbarnwal.com/posts/filmy_secret_santa/</link>
      <pubDate>Thu, 22 Dec 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/filmy_secret_santa/</guid>
      <description>Ever imagined a filmy secret Santa</description>
    </item>
    <item>
      <title>Coldplay-Fix you | Ghar aa jaao</title>
      <link>https://manishbarnwal.com/posts/ghar_aa_jaao/</link>
      <pubDate>Thu, 24 Nov 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/ghar_aa_jaao/</guid>
      <description>This song is an adaptation of Fix you by Coldplay</description>
    </item>
    <item>
      <title>Random Forest explained intuitively</title>
      <link>https://manishbarnwal.com/posts/random_forest_explained_intuitively/</link>
      <pubDate>Tue, 18 Oct 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/random_forest_explained_intuitively/</guid>
      <description>This post explains random forest intuitively</description>
    </item>
    <item>
      <title>Improve runtime of Random Forest in R</title>
      <link>https://manishbarnwal.com/posts/improve_runtime_random_forest_r/</link>
      <pubDate>Thu, 13 Oct 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/improve_runtime_random_forest_r/</guid>
      <description>This post talks about a trick to improve the runtime of random forest package in R for large datasets</description>
    </item>
    <item>
      <title>How to install a package of a particular version in R</title>
      <link>https://manishbarnwal.com/posts/install_a_package_particular_version_in_r/</link>
      <pubDate>Wed, 05 Oct 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/install_a_package_particular_version_in_r/</guid>
      <description>This post explains how to install a package of a particular version in R</description>
    </item>
    <item>
      <title>Don’t introduce that bias in your child</title>
      <link>https://manishbarnwal.com/posts/bias_in_child/</link>
      <pubDate>Sun, 02 Oct 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/bias_in_child/</guid>
      <description>This post talks about an analogy between machine-learning and child&amp;#39;s learnings</description>
    </item>
    <item>
      <title>Shell commands come in handy for a data scientist</title>
      <link>https://manishbarnwal.com/posts/shell_commands_for_data_scientist/</link>
      <pubDate>Fri, 30 Sep 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/shell_commands_for_data_scientist/</guid>
      <description>This post talks about shell commands that come in handy for data-science people</description>
    </item>
    <item>
      <title>ROC and AUC - The three lettered acronyms</title>
      <link>https://manishbarnwal.com/posts/three_letter_acronym_roc_and_auc/</link>
      <pubDate>Mon, 26 Sep 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/three_letter_acronym_roc_and_auc/</guid>
      <description>This post talks about roc curve and confusion matrix.</description>
    </item>
    <item>
      <title>Vim/Vi editor shortcuts</title>
      <link>https://manishbarnwal.com/posts/vim_shortcuts/</link>
      <pubDate>Thu, 22 Sep 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/vim_shortcuts/</guid>
      <description>This post talks shortcuts in vim editor</description>
    </item>
    <item>
      <title>Hadoop Streaming</title>
      <link>https://manishbarnwal.com/posts/hadoop_streaming/</link>
      <pubDate>Mon, 29 Aug 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/hadoop_streaming/</guid>
      <description>This post talks about the hadoop streaming framework</description>
    </item>
    <item>
      <title>When R package is not available across the cluster</title>
      <link>https://manishbarnwal.com/posts/r_packages_not_in_cluster/</link>
      <pubDate>Tue, 02 Aug 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/r_packages_not_in_cluster/</guid>
      <description>This post talks about a hack which is useful if a particular R package is unavailable across the cluster</description>
    </item>
    <item>
      <title>The most inspiring talk I ever attended live</title>
      <link>https://manishbarnwal.com/posts/the_most_inspiring_talk_live/</link>
      <pubDate>Tue, 26 Jul 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/the_most_inspiring_talk_live/</guid>
      <description>This post talks about one of the most inspiring talks I ever attended live.</description>
    </item>
    <item>
      <title>Things I have learned (So Far)</title>
      <link>https://manishbarnwal.com/posts/things_learned_so_far/</link>
      <pubDate>Fri, 15 Jul 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/things_learned_so_far/</guid>
      <description>This post talks about some of the lessons I have learned so far.</description>
    </item>
    <item>
      <title>The Big Data Problem</title>
      <link>https://manishbarnwal.com/posts/big_data_problem/</link>
      <pubDate>Wed, 29 Jun 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/big_data_problem/</guid>
      <description>This post talks about the big data problem and why we need it</description>
    </item>
    <item>
      <title>My first attempt at public speaking</title>
      <link>https://manishbarnwal.com/posts/first_attempt_at_public-speaking/</link>
      <pubDate>Mon, 27 Jun 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/first_attempt_at_public-speaking/</guid>
      <description>This post is about making the first attempt at public speaking</description>
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    <item>
      <title>Understanding HIVE for data science people</title>
      <link>https://manishbarnwal.com/posts/understanding_hive_data_science/</link>
      <pubDate>Wed, 22 Jun 2016 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/understanding_hive_data_science/</guid>
      <description>This post is meant for data science folks who want to use and understand HIVE</description>
    </item>
    <item>
      <title>Pre-Placement Talk Snippets</title>
      <link>https://manishbarnwal.com/posts/pre-placement_talk_snippets/</link>
      <pubDate>Sun, 07 Sep 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/pre-placement_talk_snippets/</guid>
      <description>This post talks about the companies that visited IIT Kharagpur for their pre-placement talks.</description>
    </item>
    <item>
      <title>The Placement Season</title>
      <link>https://manishbarnwal.com/posts/the_placement_season/</link>
      <pubDate>Thu, 31 Jul 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/the_placement_season/</guid>
      <description>This post talks about the materials and resources one can refer to for college placements.</description>
    </item>
    <item>
      <title>Beautiful Sadness</title>
      <link>https://manishbarnwal.com/posts/beautiful_sadness/</link>
      <pubDate>Tue, 03 Jun 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/beautiful_sadness/</guid>
      <description>This post pours out the thoughts of a student after his graduation</description>
    </item>
    <item>
      <title>My stay at IIT Kharagpur -A synopsis</title>
      <link>https://manishbarnwal.com/posts/stay_at_iit_kharagpur/</link>
      <pubDate>Wed, 16 Apr 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/stay_at_iit_kharagpur/</guid>
      <description>This post is a synopsis of my stay at IIT Kharagpur.</description>
    </item>
    <item>
      <title>Happy Women&#39;s Day</title>
      <link>https://manishbarnwal.com/posts/happy_woman_day/</link>
      <pubDate>Sat, 08 Mar 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/happy_woman_day/</guid>
      <description>This post is a tribute to all the beautiful women in our life.</description>
    </item>
    <item>
      <title>The Walmart Interview</title>
      <link>https://manishbarnwal.com/posts/walmart_interview/</link>
      <pubDate>Tue, 04 Mar 2014 00:00:00 +0000</pubDate>
      <guid>https://manishbarnwal.com/posts/walmart_interview/</guid>
      <description>This post talks about my interview experience for Statistical Analyst at @WalmartLabs</description>
    </item>
    <item>
      <title>About me</title>
      <link>https://manishbarnwal.com/about/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
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      <description>About Manish Barnwal</description>
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