Packt 50 Hours of Big Data PySpark AWS Scala and Scraping-XQZT | Apps-Tutorials | MKV | 17.34 GiB
939 kb/s 1920×1080 | AAC 2 CH eng
Another exquisit release
Packt.50.Hours.of.Big.Data.PySpark.AWS.Scala.and.Scraping-XQZT
Title: 50 Hours of Big Data, PySpark, AWS, Scala, and Scraping
Publisher: Packt
Category: Data
Size: 17756M
Files: 32F
Date: 2022-03-31
Course #: 9781803237039
Published: Packt
Updated: N/A
URL: https://www.packtpub.com/video/data/9781803237039
Author: AI Sciences
Duration: 54 hours 32 minutes
Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
Learn, build, and execute big data strategies with Scala and
Spark, PySpark and AWS, data scraping and data mining with
Python, and master MongoDB
35M 01.01-introduction_why_data_scraping.mkv 17M 01.02-introduction_applications_of_data_scraping.mkv 4.9M 01.03-introduction_introduction_of_instructor.mkv 17M 01.04-introduction_introduction_to_course_scraping_tools.mkv 15M 01.05-introduction_projects_overview.mkv 20M 01.06-requests_introduction_to_python_requests.mkv 28M 01.07-requests_hands-on_with_requests.mkv 37M 01.08-requests_extracting_quotes_manually.mkv 6.1M 01.09-requests_quiz_(extracting_authors).mkv 80M 01.10-requests_solution_(extracting_authors).mkv 9.5M 01.100-scrapy_checking_for_next_page_in_spider.mkv 28M 01.101-scrapy_checking_for_next_page_url.mkv 27M 01.102-scrapy_scraping_quotes_from_next_pages.mkv 13M 01.103-scrapy_exporting_extracted_data.mkv 42M 01.104-scrapy_quiz_(get_the_tags).mkv 17M 01.105-scrapy_solution_(get_the_tags).mkv 23M 01.106-scrapy_next_website.mkv 14M 01.107-scrapy_css_selectors_for_movie_names_and_urls.mkv 21M 01.108-scrapy_combined_css_selectors_for_movie_names_and_urls.mkv 25M 01.109-scrapy_sent_request_to_the_film_info_page.mkv 34M 01.11-requests_pagination.mkv 24M 01.110-scrapy_merge_data_from_two_callbacks.mkv 32M 01.111-scrapy_extracting_movie_duration_and_genres.mkv 21M 01.112-scrapy_exporting_the_extracted_data.mkv 30M 01.113-scrapy_quiz_(extracting_the_year).mkv 43M 01.114-scrapy_solution_(extracting_the_year).mkv 21M 01.115-scrapy_getting_director_name_and_url.mkv 49M 01.116-scrapy_getting_top_four_movies_of_directors.mkv 37M 01.117-scrapy_extracting_data_anomaly_(dont_filter_flag).mkv 12M 01.118-scrapy_project_hugo_boss_website_for_scraping.mkv 28M 01.119-scrapy_project_understanding_site_structure.mkv 5.2M 01.12-requests_quiz_(extracting_author_and_quotes).mkv 42M 01.120-scrapy_project_writing_css_selectors_for_listings.mkv 20M 01.121-scrapy_project_listings_in_scrapy_shell.mkv 32M 01.122-scrapy_project_sending_request_to_listings_urls.mkv 62M 01.123-scrapy_project_extracting_products_url_from_the_listings.mkv 35M 01.124-scrapy_project_sending_requests_to_products_of_the_listings.mkv 68M 01.125-scrapy_project_writing_css_for_getting_the_product_info.mkv 30M 01.126-scrapy_project_getting_the_bigger_images_of_the_product.mkv 64M 01.127-scrapy_project_checking_next_page_url.mkv 38M 01.128-scrapy_project_adding_pagination_to_spider_and_running_it.mkv 29M 01.129-scrapy_project_output_of_the_spider.mkv 23M 01.13-requests_solution_01_(extracting_author_and_quotes).mkv 6.8M 01.130-selenium_introduction_to_selenium.mkv 12M 01.131-selenium_getting_started_with_selenium.mkv 12M 01.132-selenium_configuring_the_webdriver.mkv 35M 01.133-selenium_extracting_quotes.mkv 37M 01.134-selenium_extracting_quotes_and_author_names.mkv 4.9M 01.135-selenium_quiz_(extracting_quotes).mkv 31M 01.136-selenium_solution_(extracting_quotes).mkv 22M 01.137-selenium_clicking_on_button.mkv 39M 01.138-selenium_pagination_and_extracting_data.mkv 23M 01.139-selenium_exception_handling_for_unavailable_element.mkv 22M 01.14-requests_solution_02_(extracting_author_and_quotes).mkv 34M 01.140-selenium_navigating_the_website_for_login.mkv 6.4M 01.141-selenium_quiz_(login_and_extract_quote).mkv 95M 01.142-selenium_solution_(login_and_extract_quote).mkv 6.6M 01.143-project_selenium_overview_of_project.mkv 12M 01.144-project_selenium_closing_the_cookie_button.mkv 22M 01.145-project_selenium_setting_the_language_for_translation.mkv 14M 01.146-project_selenium_sending_the_text_for_translation.mkv 16M 01.147-project_selenium_downloading_the_translation.mkv 40M 01.148-project_selenium_reading_data_from_file_for_translation.mkv 38M 01.15-requests_ajax_requests.mkv 47M 01.16-requests_ajax_requests_for_cricinfo.mkv 23M 01.17-requests_ajax_requests_pagination.mkv 7.4M 01.18-requests_quiz_(extracting_top_stats_from_cricinfo).mkv 49M 01.19-requests_solution_01_(extracting_top_stats_from_cricinfo).mkv 163M 01.20-requests_solution_02_(extracting_top_stats_from_cricinfo).mkv 8.2M 01.21-beautiful_soap_4_(bs4)_introduction_to_bs4.mkv 4.2M 01.22-beautiful_soap_4_(bs4)_quiz_(difference_between_requests_and_bs4).mkv 5.2M 01.23-beautiful_soap_4_(bs4)_solution_(difference_between_requests_and_bs4).mkv 15M 01.24-beautiful_soap_4_(bs4)_hands-on_with_bs4.mkv 34M 01.25-beautiful_soap_4_(bs4)_extracting_data_from_tree.mkv 20M 01.26-beautiful_soap_4_(bs4)_extracting_quotes_from_the_website.mkv 6.0M 01.27-beautiful_soap_4_(bs4)_quiz_(extracting_author_names).mkv 17M 01.28-beautiful_soap_4_(bs4)_solution_(extracting_author_names).mkv 21M 01.29-beautiful_soap_4_(bs4)_attributes_of_tags_in_bs4.mkv 11M 01.30-beautiful_soap_4(bs4)_multi-valued_attributes_of_tags_in_bs4.mkv 80M 01.31-beautiful_soap_4(bs4)_scraping_movie_names_from_imdb.mkv 5.3M 01.32-beautiful_soap_4_(bs4)_quiz_(getting_the_ratings_year_and_name_of_the_movie).mkv 22M 01.33-beautiful_soap_4_(bs4)_solution_01_(getting_the_ratings_year_and_name_of_the_movie).mkv 29M 01.34-beautiful_soap_4_(bs4)_solution_02_(getting_the_ratings_year_and_name_of_the_movie).mkv 18M 01.35-beautiful_soap_4_(bs4)_scraping_time_genre_and_releasing_date_from_imdb_01.mkv 33M 01.36-beautiful_soap_4_(bs4)_scraping_time_genre_and_releasing_date_from_imdb_02.mkv 15M 01.37-beautiful_soap_4_(bs4)_combining_two_requests_data_for_imdb.mkv 36M 01.38-beautiful_soap_4_(bs4)_movies_recommender_system_(creatingmovie_url).mkv 27M 01.39-beautiful_soap_4_(bs4)_movies_recommender_system_(creating_director_url).mkv 36M 01.40-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(getting_top_four_movies).mkv 66M 01.41-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(merge_all_requests_together).mkv 13M 01.42-css_selectors_introduction_to_css_selectors.mkv 17M 01.43-css_selectors_css_selectors_hands-on_(tags).mkv 5.4M 01.44-css_selectors_quiz_(tags).mkv 7.6M 01.45-css_selectors_solution_(tags).mkv 21M 01.46-css_selectors_css_selectors_hands-on_(descendants_id_class).mkv 4.9M 01.47-css_selectors_quiz_(descendants).mkv 7.2M 01.48-css_selectors_solution_(descendants).mkv 4.7M 01.49-css_selectors_quiz_(id).mkv 6.7M 01.50-css_selectors_solution_(id).mkv 5.3M 01.51-css_selectors_solution_(class).mkv 11M 01.52-css_selectors_solution_(class).mkv 14M 01.53-css_selectors_css_selectors_hands-on_(nested_tags_id_tags_class_tags).mkv 4.7M 01.54-css_selectors_quiz_(class_with_tag).mkv 8.2M 01.55-css_selectors_solution_(class_with_tag).mkv 24M 01.56-css_selectors_css_selectors_hands-on_(comma_separator_universal_selectors.mkv 4.9M 01.57-css_selectors_quiz_(combining_two_selectors).mkv 8.7M 01.58-css_selectors_solution_(combining_two_selectors).mkv 22M 01.59-css_selectors_css_selectors_hands-on_(sibling_notations_and_direct_child).mkv 4.9M 01.60-css_selectors_quiz_(adjacent_sibling).mkv 8.5M 01.61-css_selectors_solution_(adjacent_sibling).mkv 5.3M 01.62-css_selectors_quiz_(general_sibling).mkv 9.2M 01.63-css_selectors_solution_(general_sibling).mkv 20M 01.64-css_selectors_css_selectors_hands-on_(child_selectors).mkv 4.7M 01.65-css_selectors_quiz_(first_child).mkv 12M 01.66-css_selectors_solution_(first_child).mkv 4.7M 01.67-css_selectors_quiz_(only_child).mkv 9.4M 01.68-css_selectors_solution_(only_child).mkv 4.8M 01.69-css_selectors_quiz_(last_child).mkv 11M 01.70-css_selectors_solution_(last_child).mkv 21M 01.71-css_selectors_css_selectors_hands-on_(negations_attributes).mkv 4.7M 01.72-css_selectors_quiz_(negation).mkv 7.8M 01.73-css_selectors_solution_(negation).mkv 14M 01.74-css_selectors_css_selectors_hands-on_(attributes_attributes_values).mkv 4.7M 01.75-css_selectors_quiz_(attributes_values).mkv 11M 01.76-css_selectors_solution_(attributes_values).mkv 20M 01.77-css_selectors_css_selectors_hands-on_(attributes_wild_cards_values).mkv 4.9M 01.78-css_selectors_quiz_(attributes_wild_card).mkv 28M 01.79-css_selectors_solution_(attributes_wild_card).mkv 32M 01.80-scrapy_introduction_to_scrapy.mkv 22M 01.81-scrapy_comparison_of_scrapy_and_requests.mkv 28M 01.82-scrapy_scrapy_at_a_glance_documentation.mkv 66M 01.83-scrapy_getting_started_with_scrapy.mkv 21M 01.84-scrapy_running_documentation_spider_1.mkv 5.4M 01.85-scrapy_running_documentation_spider_2.mkv 30M 01.86-scrapy_writing_spider_from_the_scratch.mkv 9.7M 01.87-scrapy_understanding_the_response_(url_status).mkv 61M 01.88-scrapy_understanding_the_response_(headers).mkv 28M 01.89-scrapy_understanding_the_response_(values_in_headers).mkv 32M 01.90-scrapy_understanding_the_response_(body).mkv 51M 01.91-scrapy_understanding_the_response_(request).mkv 42M 01.92-scrapy_understanding_the_response_(meta).mkv 50M 01.93-scrapy_understanding_the_response_(flags_certificate_ip_address_copy).mkv 6.3M 01.94-scrapy_understanding_the_response_(replace_urljoin_follow_follow_all).mkv 60M 01.95-scrapy_response_css_and_scrapy_shell.mkv 36M 01.96-scrapy_extracting_quotes.mkv 28M 01.97-scrapy_understanding_nested_selectors.mkv 40M 01.98-scrapy_extracting_the_author_and_quotes.mkv 11M 01.99-scrapy_checking_for_next_page.mkv 17M 02.01-introduction_why_scala.mkv 9.0M 02.02-introduction_scala_applications.mkv 5.1M 02.03-introduction_about_the_instructor.mkv 8.4M 02.04-introduction_introduction_to_course.mkv 8.0M 02.05-introduction_projects_overview.mkv 6.7M 02.06-overview_what_is_scala.mkv 32M 02.07-overview_scala_setup_(local_machine).mkv 15M 02.08-overview_scala_setup_(online).mkv 18M 02.09-overview_variables_in_scala.mkv 13M 02.10-overview_arithmetic_operations_on_variables-1.mkv 30M 02.100-2.100_data_structures_check_key_in_map.mkv 8.4M 02.101-2.101_data_structures_update_value_in_map.mkv 12M 02.102-2.102_data_structures_add_and_remove_items_from_maps.mkv 8.4M 02.103-2.103_data_structures_iterating_on_maps.mkv 6.8M 02.104-2.104_data_structures_project_overview.mkv 13M 02.105-2.105_data_structures_project_architecture.mkv 9.2M 02.106-2.106_data_structures_project_structure_code.mkv 16M 02.107-2.107_data_structures_using_maps_for_word_count.mkv 18M 02.108-2.108_data_structures_final_run.mkv 12M 02.109-2.109_data_structures_sets_overview.mkv 19M 02.11-overview_arithmetic_operations_on_variables-2.mkv 8.9M 02.110-2.110_data_structures_add_and_remove_item_from_the_set.mkv 11M 02.111-2.111_data_structures_set_operations.mkv 6.7M 02.112-2.112_data_structures_overview_of_stack.mkv 11M 02.113-2.113_data_structures_push_and_pop_in_stack.mkv 13M 02.114-2.114_data_structures_stack_attributes.mkv 7.8M 02.115-2.115_data_structures_project_overview.mkv 21M 02.116-2.116_data_structures_project_architecture.mkv 20M 02.117-2.117_data_structures_extra_closing_bracket_use_case.mkv 71M 02.118-2.118_data_structures_extra_starting_bracket_use_case.mkv 4.8M 02.119-2.119_project_project_introduction.mkv 4.8M 02.12-overview_quiz_(arithmetic_operations).mkv 11M 02.120-2.120_project_why_spark.mkv 12M 02.121-2.121_project_hadoop_ecosystem.mkv 7.2M 02.122-2.122_project_spark_architecture.mkv 8.4M 02.123-2.123_project_spark_ecosystem.mkv 11M 02.124-2.124_project_databricks_account.mkv 11M 02.125-2.125_project_setting_up_databricks_cluster.mkv 17M 02.126-2.126_project_spark_local_setup.mkv 15M 02.127-2.127_project_spark_hadoop_setup.mkv 6.6M 02.128-2.128_project_spark_rdds.mkv 33M 02.129-2.129_project_spark_rdds_(textfile_collect).mkv 17M 02.13-overview_solution_(arithmetic_operations).mkv 12M 02.130-2.130_project_spark_local_run.mkv 15M 02.131-2.131_project_understanding_map.mkv 23M 02.132-2.132_project_understanding_flat_map.mkv 12M 02.133-2.133_project_understanding_reduce_by_key.mkv 33M 02.134-2.134_project_word_count_example.mkv 15M 02.135-2.135_project_spark_dfs.mkv 16M 02.136-project_spark_df_read_data.mkv 14M 02.137-project_spark_print_schema_select.mkv 13M 02.138-project_spark_groupby.mkv 29M 02.139-project_spark_df_write.mkv 4.5M 02.14-overview_quiz_(strings).mkv 16M 02.140-project_creating_s3_bucket.mkv 51M 02.141-project_creating_database_in_rds.mkv 242M 02.142-project_performing_etl.mkv 15M 02.15-overview_solution_(strings).mkv 24M 02.16-overview_type_casting.mkv 13M 02.17-overview_taking_input_from_user.mkv 4.2M 02.18-overview_quiz_(user_input_and_type_casting).mkv 38M 02.19-overview_solution_(user_input_and_type_casting).mkv 9.0M 02.20-flow_control_overview_of_control_statements.mkv 15M 02.21-flow_control_if_else_statements.mkv 14M 02.22-flow_control_conditions_in_if.mkv 5.7M 02.23-flow_control_quiz_(if_statement).mkv 11M 02.24-flow_control_solution_(if_statement).mkv 16M 02.25-flow_control_nested_if_else.mkv 5.4M 02.26-flow_control_quiz_(nested_if_else).mkv 13M 02.27-flow_control_solution_(nested_if_else).mkv 21M 02.28-flow_control_logical_operators.mkv 4.6M 02.29-flow_control_quiz_(logical_operators).mkv 14M 02.30-flow_control_solution_(logical_operators).mkv 16M 02.31-flow_control_if_else_if.mkv 5.1M 02.32-flow_control_quiz_(if_else_if).mkv 18M 02.33-flow_control_solution_(if_else_if).mkv 6.2M 02.34-flow_control_overview_of_loops.mkv 13M 02.35-flow_control_overview_of_while_loop.mkv 17M 02.36-flow_control_while_loop.mkv 5.7M 02.37-flow_control_quiz_(while_loop).mkv 25M 02.38-flow_control_solution_1_(while_loop).mkv 13M 02.39-flow_control_solution_2_(while_loop).mkv 13M 02.40-flow_control_do_while_loop.mkv 19M 02.41-flow_control_for_loop.mkv 5.3M 02.42-flow_control_quiz_(for_loop).mkv 15M 02.43-flow_control_solution_(for_loop).mkv 5.9M 02.44-flow_control_quiz_(for_loop).mkv 27M 02.45-flow_control_solution_(for_loop).mkv 16M 02.46-flow_control_break.mkv 9.8M 02.47-flow_control_break_fix.mkv 13M 02.48-flow_control_project_overview.mkv 16M 02.49-flow_control_project_solution_design.mkv 21M 02.50-flow_control_project_solution_code_1.mkv 14M 02.51-flow_control_project_solution_code_2.mkv 22M 02.52-flow_control_project_solution_code_3.mkv 85M 02.53-flow_control_project_solution_code_4.mkv 15M 02.54-functions_overview_of_functions.mkv 18M 02.55-functions_writing_addition_function.mkv 4.7M 02.56-functions_quiz_(basic_function).mkv 12M 02.57-functions_solution_(basic_function).mkv 13M 02.58-functions_functions_common_issues.mkv 12M 02.59-functions_named_arguments.mkv 4.6M 02.60-functions_quiz_(string_concatenation_function).mkv 8.6M 02.61-functions_solution_(string_concatenation_function).mkv 5.6M 02.62-functions_quiz_(dividing_code_in_functions).mkv 23M 02.63-functions_solution_(dividing_code_in_functions).mkv 16M 02.64-functions_default_arguments.mkv 6.8M 02.65-functions_quiz_(default_arguments).mkv 25M 02.66-functions_solution_(default_arguments).mkv 13M 02.67-functions_anonymous_functions.mkv 5.5M 02.68-functions_quiz_(anonymous_functions).mkv 15M 02.69-functions_solution_(anonymous_functions).mkv 21M 02.70-functions_scopes.mkv 11M 02.71-functions_project_overview.mkv 16M 02.72-functions_checking_credentials.mkv 19M 02.73-functions_prompting_the_menu.mkv 22M 02.74-functions_basic_functions.mkv 36M 02.75-functions_breaking_code_in_more_functions.mkv 59M 02.76-functions_final_run.mkv 6.3M 02.77-classes_introduction_to_classes.mkv 15M 02.78-classes_creating_class.mkv 11M 02.79-classes_class_constructor.mkv 29M 02.80-classes_functions_and_classes.mkv 8.0M 02.81-classes_project_overview.mkv 14M 02.82-classes_basic_structure.mkv 31M 02.83-classes_final_run.mkv 8.0M 02.84-data_structures_introduction_of_data_structures.mkv 12M 02.85-data_structures_lists_introduction.mkv 14M 02.86-data_structures_lists_create_and_delete_elements.mkv 9.1M 02.87-data_structures_lists_take.mkv 12M 02.88-data_structures_listbuffer_introduction.mkv 9.9M 02.89-data_structures_add_data_in_listbuffer.mkv 9.0M 02.90-data_structures_remove_data_from_listbuffer.mkv 7.4M 02.91-data_structures_take_data_from_listbuffer.mkv 9.8M 02.92-data_structures_project_overview.mkv 12M 02.93-data_structures_project_architecture_discussion.mkv 21M 02.94-data_structures_project_architecture_implementation.mkv 14M 02.95-data_structures_user_input_for_objects.mkv 15M 02.96-data_structures_implementing_the_control_flow.mkv 21M 02.97-data_structures_creating_required_functions_inside_class.mkv 8.1M 02.98-data_structures_overview_of_maps.mkv 9.8M 02.99-data_structures_creating_maps.mkv 13M 03.01-introduction_why_big_data.mkv 8.0M 03.02-introduction_applications_of_pyspark.mkv 4.9M 03.03-introduction_introduction_to_instructor.mkv 6.0M 03.04-introduction_introduction_to_course.mkv 8.3M 03.05-introduction_projects_overview.mkv 8.9M 03.06-introduction_to_hadoop_spark_ecosystems_and_architectures_why_spark.mkv 11M 03.07-introduction_to_hadoop_spark_ecosystems_and_architectures_hadoop_ecosystem.mkv 17M 03.08-introduction_to_hadoop_spark_ecosystems_and_architectures_spark_architecture_and_ecosystem.mkv 12M 03.09-introduction_to_hadoop_spark_ecosystems_and_architectures_databricks_signup.mkv 12M 03.10-introduction_to_hadoop_spark_ecosystems_and_architectures_create_databricks_notebook.mkv 9.2M 03.100-3.100_collaborative_filtering_utility_matrix.mkv 9.7M 03.101-3.101_collaborative_filtering_explicit_and_implicit_ratings.mkv 8.0M 03.102-3.102_collaborative_filtering_expected_results.mkv 20M 03.103-3.103_collaborative_filtering_dataset.mkv 20M 03.104-3.104_collaborative_filtering_joining_dataframes.mkv 17M 03.105-3.105_collaborative_filtering_train_and_test_data.mkv 19M 03.106-3.106_collaborative_filtering_als_model.mkv 19M 03.107-3.107_collaborative_filtering_hyperparameter_tuning_and_cross_validation.mkv 12M 03.108-3.108_collaborative_filtering_best_model_and_evaluate_predictions.mkv 131M 03.109-3.109_collaborative_filtering_recommendations.mkv 12M 03.11-introduction_to_hadoop_spark_ecosystems_and_architectures_download_spark_and_dependencies.mkv 12M 03.110-3.110_spark_streaming_introduction_to_spark_streaming.mkv 10M 03.111-3.111_spark_streaming_spark_streaming_with_rdd.mkv 13M 03.112-3.112_spark_streaming_spark_streaming_context.mkv 17M 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