[FreeCoursesOnline.Me] PacktPub - 50 Hours of Big Data, PySpark, AWS, Scala, and Scraping [Video]

Creation Time	Sept. 5, 2025, 4:53 p.m.
Last Access Time	Dec. 15, 2025, 5:05 a.m.
File Size	17.3 GB
Keywords	FreeCoursesOnline Me and PySpark of Scraping Scala - 50 AWS Hours PacktPub Video Big Data
Total Requests	142
Total Files	618
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02.142-project_performing_etl.mkv 241.0 MB
04.24-basic_update_operation_update_documents_(single_filter).mkv 206.6 MB
04.101-query_and_projection_operators_solution_(text).mkv 202.9 MB
04.47-query_and_projection_operators_eq_operator.mkv 200.0 MB
04.62-query_and_projection_operators_elemmatch_operator.mkv 172.1 MB
04.60-query_and_projection_operators_text_operator.mkv 164.2 MB
01.20-requests_solution_02_(extracting_top_stats_from_cricinfo).mkv 162.3 MB
04.169-spark_with_mongo_etl.mkv 156.2 MB
04.122-update_operators_pull_operator.mkv 143.9 MB
04.14-basic_mongo_operations_basic_collection_commands.mkv 140.1 MB
04.08-overview_nosql_schema.mkv 133.9 MB
03.109-3.109_collaborative_filtering_recommendations.mkv 130.9 MB
04.88-query_and_projection_operators_solution_(or).mkv 117.4 MB
04.16-basic_create_operation_create_document_(single).mkv 111.1 MB
04.56-query_and_projection_operators_exists_operator.mkv 109.0 MB
04.07-overview_sql_schema.mkv 104.6 MB
04.67-query_and_projection_operators_solution_(eq).mkv 104.4 MB
04.64-query_and_projection_operators__operator.mkv 103.6 MB
04.145-mongo_with_node_insert_in_mongo_using_node.mkv 103.3 MB
03.155-3.155_project-change_data_capture__replication_on_going_change_data_capture_pipeline.mkv 102.9 MB
04.110-update_operators_currentdate_operator.mkv 102.8 MB
04.19-basic_create_operation_solution_(create_documents).mkv 99.3 MB
04.17-basic_create_operation_create_documents_(many).mkv 98.5 MB
04.111-update_operators_inc_operator.mkv 98.3 MB
04.73-query_and_projection_operators_solution_(in).mkv 98.0 MB
04.86-query_and_projection_operators_solution_(and).mkv 97.4 MB
04.143-mongo_with_node_connect_node_with_mongo.mkv 97.2 MB
04.106-query_and_projection_operators_solution_(elemmatch).mkv 96.5 MB
01.142-selenium_solution_(login_and_extract_quote).mkv 94.5 MB
04.147-mongo_with_node_update_in_mongo_using_node.mkv 89.5 MB
04.93-query_and_projection_operators_solution_(not).mkv 88.2 MB
9781803237039_Code.zip 87.6 MB
04.163-django_with_mongo_read_from_mongo_using_django.mkv 85.7 MB
04.97-query_and_projection_operators_solution_(expr).mkv 84.9 MB
02.53-flow_control_project_solution_code_4.mkv 84.4 MB
04.12-basic_mongo_operations_basic_database_commands.mkv 83.0 MB
04.35-basic_read_operation_solution_(read_documents).mkv 82.2 MB
04.117-update_operators_set_operator.mkv 82.0 MB
04.58-query_and_projection_operators_expr_operator.mkv 80.8 MB
04.53-query_and_projection_operators_and_operator.mkv 80.6 MB
04.40-basic_delete_operation_delete_document.mkv 79.7 MB
01.10-requests_solution_(extracting_authors).mkv 79.5 MB
04.71-query_and_projection_operators_solution_(gte).mkv 79.4 MB
01.31-beautiful_soap_4(bs4)_scraping_movie_names_from_imdb.mkv 79.3 MB
04.161-django_with_mongo_django_get_data_from_postman.mkv 78.5 MB
04.61-query_and_projection_operators_all_operator.mkv 78.3 MB
04.13-basic_mongo_operations_basic_database_commands.mkv 77.8 MB
04.140-mongo_with_node_creating_user_in_atlas.mkv 75.7 MB
04.30-basic_update_operation_solution_(update_operation).mkv 71.7 MB
04.142-mongo_with_node_database_and_collections.mkv 71.1 MB
04.91-query_and_projection_operators_solution_(not).mkv 71.0 MB
04.146-mongo_with_node_read_from_mongo_using_node.mkv 70.4 MB
02.118-2.118_data_structures_extra_starting_bracket_use_case.mkv 70.3 MB
04.21-basic_create_operation_solution_(create_document).mkv 70.2 MB
04.107-query_and_projection_operators_solution_(elemmatch).mkv 70.1 MB
04.95-query_and_projection_operators_solution_(exists).mkv 69.3 MB
04.89-query_and_projection_operators_solution_(or).mkv 68.8 MB
04.151-mongo_with_python_insert_in_mongo_using_python.mkv 68.6 MB
04.153-mongo_with_python_update_in_mongo_using_python.mkv 68.3 MB
01.125-scrapy_project_writing_css_for_getting_the_product_info.mkv 67.3 MB
01.41-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(merge_all_requests_together).mkv 65.8 MB
01.83-scrapy_getting_started_with_scrapy.mkv 65.4 MB
04.99-query_and_projection_operators_solution_(mod).mkv 65.2 MB
04.164-django_with_mongo_update_in_mongo_using_django.mkv 64.3 MB
04.157-django_with_mongo_setting_up_django_with_mongo.mkv 63.8 MB
01.127-scrapy_project_checking_next_page_url.mkv 63.8 MB
04.55-query_and_projection_operators_not_operator.mkv 63.7 MB
01.123-scrapy_project_extracting_products_url_from_the_listings.mkv 61.2 MB
04.63-query_and_projection_operators_size_operator.mkv 60.5 MB
01.88-scrapy_understanding_the_response_(headers).mkv 60.2 MB
04.77-query_and_projection_operators_solution_(lte).mkv 59.8 MB
01.95-scrapy_response_css_and_scrapy_shell.mkv 59.8 MB
04.92-query_and_projection_operators_solution_(not).mkv 59.5 MB
04.103-query_and_projection_operators_solution_(all).mkv 59.2 MB
04.11-overview_analogies.mkv 58.8 MB
04.160-django_with_mongo_django_with_postman.mkv 58.8 MB
04.09-overview_installing_mongodb.mkv 58.7 MB
04.116-update_operators_rename_operator.mkv 58.6 MB
02.76-functions_final_run.mkv 58.4 MB
04.80-query_and_projection_operators_solution_(ne).mkv 57.3 MB
04.65-query_and_projection_operators_slice_operator.mkv 56.8 MB
04.104-query_and_projection_operators_solution_(all).mkv 56.1 MB
04.150-mongo_with_python_creating_connection.mkv 54.9 MB
03.66-3.66_spark_dfs_spark_df_withcolumn.mkv 54.9 MB
03.25-spark_rdds_running_spark_code_locally.mkv 54.8 MB
04.59-query_and_projection_operators_mod_operator.mkv 52.4 MB
04.114-update_operators_max_operator.mkv 52.4 MB
04.152-mongo_with_python_read_from_mongo_using_python.mkv 51.1 MB
04.137-mongo_with_node_installing_vs_code.mkv 50.9 MB
02.141-project_creating_database_in_rds.mkv 50.5 MB
04.29-basic_update_operation_solution_(update_operation).mkv 50.5 MB
01.91-scrapy_understanding_the_response_(request).mkv 50.2 MB
04.120-update_operators_addtoset_operator.mkv 50.2 MB
01.93-scrapy_understanding_the_response_(flags_certificate_ip_address_copy).mkv 49.9 MB
04.128-update_operators_solution_(update_operators).mkv 49.1 MB
04.42-basic_delete_operation_solution_(delete_operation).mkv 49.0 MB
01.19-requests_solution_01_(extracting_top_stats_from_cricinfo).mkv 48.9 MB
04.27-basic_update_operation_solution_(update_operation).mkv 48.2 MB
01.116-scrapy_getting_top_four_movies_of_directors.mkv 48.1 MB
04.149-mongo_with_python_pycharm.mkv 47.9 MB
04.25-basic_update_operation_update_documents.mkv 47.7 MB
04.54-query_and_projection_operators_or_operator.mkv 47.5 MB
03.68-3.68_spark_dfs_spark_df_filter_rows.mkv 46.9 MB
04.118-update_operators_set_operator.mkv 46.4 MB
01.16-requests_ajax_requests_for_cricinfo.mkv 46.3 MB
04.69-query_and_projection_operators_solution_(gt).mkv 45.9 MB
04.144-mongo_with_node_get_databases.mkv 45.4 MB
04.121-update_operators_pop_operator.mkv 45.2 MB
04.139-mongo_with_node_create_cluster_on_mongo_atlas.mkv 45.1 MB
03.146-3.146_project-change_data_capture__replication_on_going_glue_job_(cdc).mkv 44.9 MB
04.159-django_with_mongo_django_urls_and_views.mkv 44.4 MB
04.109-query_and_projection_operators_solution_(size).mkv 43.6 MB
04.131-update_operators_solution_(update_operators).mkv 43.1 MB
04.148-mongo_with_node_delete_from_mongo_using_node.mkv 43.0 MB
01.114-scrapy_solution_(extracting_the_year).mkv 42.7 MB
04.124-update_operators_each_operator.mkv 42.3 MB
01.104-scrapy_quiz_(get_the_tags).mkv 41.9 MB
01.92-scrapy_understanding_the_response_(meta).mkv 41.2 MB
01.120-scrapy_project_writing_css_selectors_for_listings.mkv 41.2 MB
04.10-overview_setting_environment_variable.mkv 40.9 MB
04.156-django_with_mongo_creating_app.mkv 40.3 MB
04.49-query_and_projection_operators_lt_operator.mkv 40.3 MB
04.154-mongo_with_python_delete_in_mongo_using_python.mkv 40.2 MB
04.115-update_operators_mul_operator.mkv 39.5 MB
01.148-project_selenium_reading_data_from_file_for_translation.mkv 39.2 MB
03.98-3.98_spark_dfs_project_(write).mkv 39.2 MB
04.129-update_operators_solution_(update_operators).mkv 39.2 MB
01.98-scrapy_extracting_the_author_and_quotes.mkv 39.1 MB
01.138-selenium_pagination_and_extracting_data.mkv 38.9 MB
03.42-spark_rdds_rdd_(partition).mkv 38.4 MB
04.126-update_operators_sort_operator.mkv 38.1 MB
04.162-django_with_mongo_insert_in_mongo_using_django.mkv 37.9 MB
02.19-overview_solution_(user_input_and_type_casting).mkv 37.7 MB
04.83-query_and_projection_operators_solution_(nin).mkv 37.3 MB
03.36-spark_rdds_rdd_groupbykey.mkv 37.2 MB
04.48-query_and_projection_operators_gt_operator.mkv 37.2 MB
01.128-scrapy_project_adding_pagination_to_spider_and_running_it.mkv 37.1 MB
01.15-requests_ajax_requests.mkv 37.1 MB
04.141-mongo_with_node_network_access.mkv 37.0 MB
03.65-3.65_spark_dfs_select_df_columns.mkv 36.9 MB
04.57-query_and_projection_operators_types_operator.mkv 36.8 MB
01.117-scrapy_extracting_data_anomaly_(dont_filter_flag).mkv 36.7 MB
01.08-requests_extracting_quotes_manually.mkv 36.6 MB
04.155-django_with_mongo_django_installation.mkv 36.1 MB
01.134-selenium_extracting_quotes_and_author_names.mkv 36.0 MB
04.166-spark_with_mongo_databricks_for_spark.mkv 36.0 MB
04.119-update_operators_unset_operator.mkv 36.0 MB
01.40-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(getting_top_four_movies).mkv 35.8 MB
01.38-beautiful_soap_4_(bs4)_movies_recommender_system_(creatingmovie_url).mkv 35.7 MB
02.75-functions_breaking_code_in_more_functions.mkv 35.6 MB
03.130-3.130_etl_pipeline_loading_data.mkv 35.6 MB
01.96-scrapy_extracting_quotes.mkv 35.5 MB
04.165-django_with_mongo_delete_in_mongo_using_django.mkv 35.4 MB
01.124-scrapy_project_sending_requests_to_products_of_the_listings.mkv 34.8 MB
03.34-spark_rdds_solution_(filter).mkv 34.8 MB
01.133-selenium_extracting_quotes.mkv 34.5 MB
03.41-spark_rdds_rdd_(saveastextfile).mkv 34.3 MB
03.79-3.79_spark_dfs_spark_df_(group_by-visualization).mkv 34.3 MB
01.01-introduction_why_data_scraping.mkv 34.2 MB
04.75-query_and_projection_operators_solution_(lt).mkv 34.2 MB
01.25-beautiful_soap_4_(bs4)_extracting_data_from_tree.mkv 33.8 MB
04.50-query_and_projection_operators_in_operator.mkv 33.7 MB
04.01-introduction_why_mongodb.mkv 33.6 MB
01.11-requests_pagination.mkv 33.5 MB
04.125-update_operators_position_operator.mkv 33.5 MB
01.140-selenium_navigating_the_website_for_login.mkv 33.4 MB
04.37-basic_read_operation_solution_(read_documents).mkv 33.3 MB
03.39-spark_rdds_solution_(word_count).mkv 33.0 MB
01.36-beautiful_soap_4_(bs4)_scraping_time_genre_and_releasing_date_from_imdb_02.mkv 33.0 MB
02.129-2.129_project_spark_rdds_(textfile_collect).mkv 32.9 MB
02.134-2.134_project_word_count_example.mkv 32.0 MB
02.07-overview_scala_setup_(local_machine).mkv 31.6 MB
01.90-scrapy_understanding_the_response_(body).mkv 31.5 MB
01.111-scrapy_extracting_movie_duration_and_genres.mkv 31.5 MB
03.43-spark_rdds_finding_average-1.mkv 31.4 MB
01.122-scrapy_project_sending_request_to_listings_urls.mkv 31.4 MB
01.80-scrapy_introduction_to_scrapy.mkv 31.1 MB
04.33-basic_read_operation_read_documents.mkv 31.1 MB
03.71-3.71_spark_dfs_spark_df_(count_distinct_duplicate).mkv 30.9 MB
03.70-3.70_spark_dfs_solution_(select_withcolumn_filter).mkv 30.8 MB
02.83-classes_final_run.mkv 30.7 MB
04.158-django_with_mongo_django_migrations.mkv 30.5 MB
04.112-update_operators_inc_operator.mkv 30.3 MB
01.136-selenium_solution_(extracting_quotes).mkv 30.3 MB
01.86-scrapy_writing_spider_from_the_scratch.mkv 29.8 MB
04.113-update_operators_min_operator.mkv 29.7 MB
03.123-3.123_etl_pipeline_transforming_data.mkv 29.4 MB
01.126-scrapy_project_getting_the_bigger_images_of_the_product.mkv 29.4 MB
04.136-mongo_with_node_installing_node_on_local_machine.mkv 29.4 MB
01.113-scrapy_quiz_(extracting_the_year).mkv 29.3 MB
02.100-2.100_data_structures_check_key_in_map.mkv 29.2 MB
03.89-3.89_spark_dfs_spark_df_(df_to_rdd).mkv 29.2 MB
04.02-introduction_applications_of_mongodb.mkv 28.9 MB
03.133-3.133_project-change_data_capture__replication_on_going_creating_rds_mysql_instance.mkv 28.8 MB
04.135-update_operators_solution_(update_operators).mkv 28.8 MB
01.129-scrapy_project_output_of_the_spider.mkv 28.8 MB
02.80-classes_functions_and_classes.mkv 28.8 MB
03.132-3.132_project-change_data_capture__replication_on_going_project_architecture.mkv 28.6 MB
02.139-project_spark_df_write.mkv 28.5 MB
01.34-beautiful_soap_4_(bs4)_solution_02_(getting_the_ratings_year_and_name_of_the_movie).mkv 28.4 MB
04.168-spark_with_mongo_data_overview.mkv 28.3 MB
04.82-query_and_projection_operators_solution_(nin).mkv 28.3 MB
04.23-basic_update_operation_introduction.mkv 28.0 MB
01.89-scrapy_understanding_the_response_(values_in_headers).mkv 27.9 MB
01.97-scrapy_understanding_nested_selectors.mkv 27.8 MB
01.07-requests_hands-on_with_requests.mkv 27.8 MB
01.119-scrapy_project_understanding_site_structure.mkv 27.6 MB
03.141-3.141_project-change_data_capture__replication_on_going_dms_full_load.mkv 27.5 MB
01.82-scrapy_scrapy_at_a_glance_documentation.mkv 27.5 MB
01.79-css_selectors_solution_(attributes_wild_card).mkv 27.4 MB
01.101-scrapy_checking_for_next_page_url.mkv 27.3 MB
04.123-update_operators_push_operator.mkv 27.1 MB
03.37-spark_rdds_rdd_reducebykey.mkv 27.0 MB
03.77-3.77_spark_dfs_spark_df_(group_by).mkv 26.9 MB
02.45-flow_control_solution_(for_loop).mkv 26.6 MB
01.39-beautiful_soap_4_(bs4)_movies_recommender_system_(creating_director_url).mkv 26.6 MB
03.91-3.91_spark_dfs_spark_df_(write_df).mkv 26.5 MB
01.102-scrapy_scraping_quotes_from_next_pages.mkv 26.5 MB
03.139-3.139_project-change_data_capture__replication_on_going_connecting_with_rds_and_dumping_data.mkv 26.4 MB
03.56-3.56_spark_rdds_average_marks_per_course.mkv 25.6 MB
03.63-3.63_spark_dfs_create_df_from_rdd.mkv 25.5 MB
03.80-3.80_spark_dfs_spark_df_(group_by-filtering).mkv 25.2 MB
04.18-basic_create_operation_quiz_(create_documents).mkv 24.9 MB
03.78-3.78_spark_dfs_spark_df_(group_by-multiple_columns_and_aggregations).mkv 24.8 MB
02.66-functions_solution_(default_arguments).mkv 24.8 MB
01.109-scrapy_sent_request_to_the_film_info_page.mkv 24.6 MB
04.78-query_and_projection_operators_solution_(lte).mkv 24.6 MB
03.46-spark_rdds_solution_(average).mkv 24.5 MB
03.124-3.124_etl_pipeline_loading_data_(creating_rds-i).mkv 24.5 MB
04.52-query_and_projection_operators_nin_operator.mkv 24.4 MB
02.38-flow_control_solution_1_(while_loop).mkv 24.2 MB
03.62-3.62_spark_dfs_spark_provide_schema.mkv 23.9 MB
01.110-scrapy_merge_data_from_two_callbacks.mkv 23.7 MB
03.115-3.115_spark_streaming_spark_streaming_rdd_transformations.mkv 23.7 MB
03.26-spark_rdds_rdd_map_(lambda).mkv 23.4 MB
02.16-overview_type_casting.mkv 23.4 MB
01.56-css_selectors_css_selectors_hands-on_(comma_separator_universal_selectors.mkv 23.3 MB
03.47-spark_rdds_finding_min_and_max.mkv 23.3 MB
04.51-query_and_projection_operators_ne_operator.mkv 23.3 MB
03.24-spark_rdds_creating_spark_rdd.mkv 23.0 MB
01.139-selenium_exception_handling_for_unavailable_element.mkv 22.9 MB
01.17-requests_ajax_requests_pagination.mkv 22.9 MB
03.88-3.88_spark_dfs_solution_(cache_and_persist).mkv 22.7 MB
04.44-basic_delete_operation_solution_(delete_operation).mkv 22.6 MB
03.60-3.60_spark_dfs_creating_spark_dfs.mkv 22.4 MB
01.106-scrapy_next_website.mkv 22.2 MB
02.63-functions_solution_(dividing_code_in_functions).mkv 22.2 MB
03.96-3.96_spark_dfs_project_(filtering).mkv 22.1 MB
01.13-requests_solution_01_(extracting_author_and_quotes).mkv 22.1 MB
02.132-2.132_project_understanding_flat_map.mkv 22.0 MB
02.52-flow_control_project_solution_code_3.mkv 21.9 MB
01.33-beautiful_soap_4_(bs4)_solution_01_(getting_the_ratings_year_and_name_of_the_movie).mkv 21.8 MB
01.81-scrapy_comparison_of_scrapy_and_requests.mkv 21.8 MB
01.14-requests_solution_02_(extracting_author_and_quotes).mkv 21.7 MB
03.76-3.76_spark_dfs_solution_(sort_orderby).mkv 21.7 MB
02.74-functions_basic_functions.mkv 21.6 MB
01.59-css_selectors_css_selectors_hands-on_(sibling_notations_and_direct_child).mkv 21.4 MB
01.145-project_selenium_setting_the_language_for_translation.mkv 21.3 MB
01.137-selenium_clicking_on_button.mkv 21.3 MB
03.31-spark_rdds_rdd_flatmap.mkv 21.3 MB
03.27-spark_rdds_rdd_map_(simple_function).mkv 21.2 MB
03.87-3.87_spark_dfs_solution_(udfs).mkv 21.2 MB
04.84-query_and_projection_operators_solution_(nin).mkv 21.1 MB
03.67-3.67_spark_dfs_spark_df_withcolumnrenamed_and_alias.mkv 21.0 MB
04.90-query_and_projection_operators_quiz_(not).mkv 21.0 MB
01.29-beautiful_soap_4_(bs4)_attributes_of_tags_in_bs4.mkv 21.0 MB
01.112-scrapy_exporting_the_extracted_data.mkv 20.9 MB
02.70-functions_scopes.mkv 20.8 MB
01.46-css_selectors_css_selectors_hands-on_(descendants_id_class).mkv 20.8 MB
01.115-scrapy_getting_director_name_and_url.mkv 20.8 MB
02.94-data_structures_project_architecture_implementation.mkv 20.8 MB
03.64-3.64_spark_dfs_rectifying_the_error.mkv 20.7 MB
03.142-3.142_project-change_data_capture__replication_on_going_dms_replication_ongoing.mkv 20.6 MB
01.84-scrapy_running_documentation_spider_1.mkv 20.6 MB
03.82-3.82_spark_dfs_solution_(group_by).mkv 20.6 MB
02.28-flow_control_logical_operators.mkv 20.6 MB
01.71-css_selectors_css_selectors_hands-on_(negations_attributes).mkv 20.4 MB
01.108-scrapy_combined_css_selectors_for_movie_names_and_urls.mkv 20.4 MB
04.87-query_and_projection_operators_quiz_(or).mkv 20.2 MB
04.100-query_and_projection_operators_quiz_(text).mkv 20.2 MB
02.50-flow_control_project_solution_code_1.mkv 20.1 MB
02.116-2.116_data_structures_project_architecture.mkv 20.0 MB
02.97-data_structures_creating_required_functions_inside_class.mkv 20.0 MB
01.64-css_selectors_css_selectors_hands-on_(child_selectors).mkv 20.0 MB
03.154-3.154_project-change_data_capture__replication_on_going_full_load_pipeline.mkv 20.0 MB
01.77-css_selectors_css_selectors_hands-on_(attributes_wild_cards_values).mkv 19.9 MB
01.121-scrapy_project_listings_in_scrapy_shell.mkv 19.8 MB
02.117-2.117_data_structures_extra_closing_bracket_use_case.mkv 19.7 MB
04.133-update_operators_solution_(update_operators).mkv 19.7 MB
04.134-update_operators_solution_(update_operators).mkv 19.6 MB
03.104-3.104_collaborative_filtering_joining_dataframes.mkv 19.6 MB
01.26-beautiful_soap_4_(bs4)_extracting_quotes_from_the_website.mkv 19.4 MB
03.147-3.147_project-change_data_capture__replication_on_going_creating_lambda_function_and_adding_trigger.mkv 19.3 MB
03.97-3.97_spark_dfs_project_(udf_and_withcolumn).mkv 19.3 MB
04.15-basic_create_operation_introduction_to_module.mkv 19.2 MB
03.103-3.103_collaborative_filtering_dataset.mkv 19.2 MB
04.130-update_operators_solution_(update_operators).mkv 19.1 MB
01.06-requests_introduction_to_python_requests.mkv 19.0 MB
04.167-spark_with_mongo_installing_libraries.mkv 19.0 MB
03.74-3.74_spark_dfs_spark_df_(sort_orderby).mkv 18.9 MB
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