{
    "id": 1054,
    "date": "2025-05-29T19:35:28",
    "date_gmt": "2025-05-29T17:35:28",
    "guid": {
        "rendered": "https:\/\/collegetocareer.tech\/?page_id=1054"
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    "modified": "2026-05-09T20:40:03",
    "modified_gmt": "2026-05-09T18:40:03",
    "slug": "r-programming",
    "status": "publish",
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    "link": "https:\/\/it.tct.al\/en_us\/r-programming\/",
    "title": {
        "rendered": "R Programming"
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    "content": {
        "rendered": "<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Course Hero&#8221; _builder_version=&#8221;4.16&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;#474ab6 0%|#9271f6 100%&#8221; background_color_gradient_start=&#8221;#474ab6&#8243; background_color_gradient_end=&#8221;#9271f6&#8243; background_image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-background-texture.jpg&#8221; background_blend=&#8221;overlay&#8221; custom_padding=&#8221;100px|0px|180px|0px&#8221; animation_style=&#8221;slide&#8221; animation_direction=&#8221;top&#8221; animation_intensity_slide=&#8221;2%&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;|||&#8221; custom_width_px=&#8221;1280px&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.22.2&#8243; header_font=&#8221;|on|||&#8221; header_font_size=&#8221;42px&#8221; header_line_height=&#8221;1.3em&#8221; background_layout=&#8221;dark&#8221; custom_padding=&#8221;|||&#8221; header_font_size_tablet=&#8221;&#8221; header_font_size_phone=&#8221;&#8221; header_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h1>R language<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.22.2&#8243; text_text_color=&#8221;#d4ccff&#8221; text_font_size=&#8221;16px&#8221; text_line_height=&#8221;1.9em&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span>R programming language start from zero knowledge, while it would help for better learning some programming or data knowledge. R programming language is considered as an easy to learng language, the R programming language is used to understand, interpret and visualize data. Nowadays companies and research institutions collect vast amount of data as well as more complex data, the R language is the chosen language for data analysis. The R language is used to do data analysis, scientific calculations and machine learning. With the right instructor training programming does not need to be difficult, programming is structured and logic. This training is 100% in practice \u201cHands On\u201d. We learn by doing.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6Ijg0OCJ9fQ==@&#8221; button_text=&#8221;Register Now&#8221; _builder_version=&#8221;4.22.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#09e1c0&#8243; button_border_width=&#8221;10px&#8221; button_border_color=&#8221;#09e1c0&#8243; button_border_radius=&#8221;100px&#8221; button_letter_spacing=&#8221;1px&#8221; button_font=&#8221;|on||on|&#8221; button_icon=&#8221;&#x45;||divi||400&#8243; button_on_hover=&#8221;off&#8221; custom_margin=&#8221;20px|||&#8221; animation_style=&#8221;zoom&#8221; animation_delay=&#8221;100ms&#8221; animation_intensity_zoom=&#8221;10%&#8221; box_shadow_style=&#8221;preset1&#8243; box_shadow_vertical=&#8221;10px&#8221; box_shadow_blur=&#8221;50px&#8221; 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icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.22.2&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#7272ff&#8221; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;-80px|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul data-start=\"110\" data-end=\"358\">\n<li data-start=\"110\" data-end=\"158\" class=\"\">\n<p data-start=\"112\" data-end=\"158\" class=\"\">\ud83d\udd52 <strong data-start=\"115\" data-end=\"128\">Schedule:<\/strong> Twice a week, evenings only<\/p>\n<\/li>\n<li data-start=\"159\" data-end=\"201\" class=\"\">\n<p data-start=\"161\" data-end=\"201\" class=\"\">\u23f1\ufe0f <strong data-start=\"164\" data-end=\"177\">Duration:<\/strong> 45 hours over 9 weeks<\/p>\n<\/li>\n<li data-start=\"202\" data-end=\"224\" class=\"\">\n<p data-start=\"204\" data-end=\"224\" class=\"\">\ud83d\udcb6 <strong data-start=\"207\" data-end=\"217\">Price:<\/strong> \u20ac300<\/p>\n<\/li>\n<li data-start=\"225\" data-end=\"280\" class=\"\">\n<p data-start=\"227\" data-end=\"280\" class=\"\">\ud83d\udc68\u200d\ud83c\udfeb <strong data-start=\"233\" data-end=\"244\">Format:<\/strong> Instructor-led, hands-on training<\/p>\n<\/li>\n<li data-start=\"281\" data-end=\"358\" class=\"\">\n<p data-start=\"283\" data-end=\"358\" class=\"\">\ud83d\udce6 <strong data-start=\"286\" data-end=\"299\">Includes:<\/strong> Practical exercises, course materials, and expert feedback<\/p>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; 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animation_delay=&#8221;100ms&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li data-start=\"149\" data-end=\"179\" class=\"\">\n<p data-start=\"151\" data-end=\"179\" class=\"\">\ud83d\udcc8 <strong data-start=\"154\" data-end=\"164\">Level:<\/strong> Intermediate<\/p>\n<\/li>\n<li data-start=\"180\" data-end=\"256\" class=\"\">\n<p data-start=\"182\" data-end=\"256\" class=\"\">\ud83e\udde0 <strong data-start=\"185\" data-end=\"203\">Prerequisites:<\/strong> Basic knowledge of <strong data-start=\"223\" data-end=\"242\">Microsoft Excel<\/strong> is required<\/p>\n<\/li>\n<li data-start=\"257\" data-end=\"386\" class=\"\">\n<p data-start=\"259\" data-end=\"386\" class=\"\">\ud83d\udc68\u200d\ud83c\udf93 <strong data-start=\"265\" data-end=\"285\">Recommended for:<\/strong> Students or professionals with prior experience in data entry and spreadsheets.<\/p>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.22.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_padding=&#8221;0px|0px|100px|0px&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_blurb title=&#8221;About the course&#8221; url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/05\/coding-icon_12.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; _builder_version=&#8221;4.22.2&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#7272ff&#8221; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;-80px|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p><span>R programming language start from zero knowledge, while it would help for better learning some programming or data knowledge. R programming language is considered as an easy to learng language, the R programming language is used to understand, interpret and visualize data. Nowadays companies and research institutions collect vast amount of data as well as more complex data, the R language is the chosen language for data analysis. The R language is used to do data analysis, scientific calculations and machine learning. With the right instructor training programming does not need to be difficult, programming is structured and logic. This training is 100% in practice \u201cHands On\u201d. We learn by doing.<\/span><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; specialty=&#8221;on&#8221; padding_top_2=&#8221;0px&#8221; admin_label=&#8221;Course Chapters&#8221; _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;0px||120px|&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;2_3&#8243; specialty_columns=&#8221;2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; parallax__hover=&#8221;off&#8221; parallax_method__hover=&#8221;on&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_row_inner use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;4&#8243; _builder_version=&#8221;4.16&#8243; custom_margin=&#8221;-80px|||&#8221; custom_padding=&#8221;0px|||&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column_inner saved_specialty_column_type=&#8221;2_3&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; parallax__hover=&#8221;off&#8221; parallax_method__hover=&#8221;on&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-icon_4.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>Introduction to R\n<ul>\n<li>Introduction<\/li>\n<li>Installation<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/05\/coding-icon_12.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>R Programming\n<ul>\n<li>R Operator\n<ul>\n<li>R Conditional Statement &amp; Loop<\/li>\n<li>If Else (Conditional Statement)<\/li>\n<li>Nested If Else (Conditional Statement)<\/li>\n<li>For Loop<\/li>\n<li>While loop<\/li>\n<li>Ect<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-9.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u00a0R Function\n<ul>\n<li>Numeric Functions (sqrt(), floor(), ect..)<\/li>\n<li>Statistical Functions (mean(), meadian(), sd() ect..)<\/li>\n<li>Creating our own Functions<\/li>\n<\/ul>\n<ul>\n<li>R Data Structure\n<ul>\n<li>Vector<\/li>\n<li>Matrix, Array, Data Frame<\/li>\n<li>Factor<\/li>\n<li>List<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/05\/coding-icon_16.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Import and Export in R\n<ul>\n<li>\n<ul>\n<li>Import CSV Data in R<\/li>\n<li>Import Text Data in R<\/li>\n<li>Import Excel, Database and Web Data in R<\/li>\n<li>Export Data \u2013 Text,<\/li>\n<li>Export Data \u2013 CSV, Excel<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p>\u00a0<span>Data Manipulation in R<\/span><\/p>\n<ul>\n<li>Apply Functions\n<ul>\n<li>Apply()<\/li>\n<li>Lapply()<\/li>\n<li>Sapply()<\/li>\n<li>Tapply()<\/li>\n<li>ect<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>Dplyr Package \u2013 base commands<\/li>\n<li>Dplyr Package\n<ul>\n<li>Mutate<\/li>\n<li>Filter<\/li>\n<li>Arrange<\/li>\n<li>ect<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>Dplyr Package \u2013\n<ul>\n<li>Summarise ()<\/li>\n<li>Pipe operator: %&gt;%<\/li>\n<li>Group by ()<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<p>\u00a0* <span style=\"font-size: 16px;\">Different Date format<\/span><\/p>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>\u00a0 \u00a0 \u00a0Data Visualisation\n<ul>\n<li>\n<ul>\n<li>Scatter Plot<\/li>\n<li>Line Chart<\/li>\n<li>Bar Plot<\/li>\n<li>Pie Chart<\/li>\n<li>Histogram<\/li>\n<li>Ggplot2 Package<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; hover_enabled=&#8221;0&#8243; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>\u00a0<span style=\"font-size: 16px;\">Introduction to Statistics<\/span><\/p>\n<ul>\n<li>\n<ul>\n<li>Typo of Statistics<\/li>\n<li>Bias<\/li>\n<li>Cluster Sampling<\/li>\n<li>Systematic Sampling<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>\u00a0Statistics<\/li>\n<li>Quantitative and Qualitative data<\/li>\n<li>Descriptive statistics<\/li>\n<li>\u00a0Distribution<\/li>\n<li>\u00a0Mean<\/li>\n<li>Standard Deviation\n<ul>\n<li>Formula<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;29px||40px|||&#8221; custom_padding=&#8221;30px|146px|30px|40px||&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; hover_enabled=&#8221;0&#8243; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; min_height=&#8221;291.4px&#8221; sticky_enabled=&#8221;0&#8243; width=&#8221;99.4%&#8221;]<\/p>\n<ul>\n<li>Types of Distributions<\/li>\n<li>Normal distribution<\/li>\n<li>Functions in R<\/li>\n<li>Testing Hypothesis\n<ul>\n<li>Null Hypothesis<\/li>\n<li>Alternative Hypothesis<\/li>\n<li>Hypothesis Test \u2013 Outcome<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_blurb url=&#8221;#&#8221; image=&#8221;https:\/\/it.tct.al\/wp-content\/uploads\/2025\/04\/coding-iconArtboard-19-copy-8.jpg&#8221; icon_placement=&#8221;left&#8221; image_icon_width=&#8221;64px&#8221; content_max_width=&#8221;1100px&#8221; admin_label=&#8221;Chapter&#8221; _builder_version=&#8221;4.16&#8243; header_font=&#8221;|on|||&#8221; header_text_color=&#8221;#2e2545&#8243; header_line_height=&#8221;1.5em&#8221; body_text_color=&#8221;#8585bd&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.9em&#8221; background_color=&#8221;#ffffff&#8221; custom_margin=&#8221;|||&#8221; custom_padding=&#8221;30px|40px|30px|40px&#8221; animation_style=&#8221;zoom&#8221; animation_direction=&#8221;bottom&#8221; animation_intensity_zoom=&#8221;20%&#8221; animation_starting_opacity=&#8221;100%&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;0px&#8221; box_shadow_vertical=&#8221;0px&#8221; box_shadow_blur=&#8221;60px&#8221; box_shadow_color=&#8221;rgba(71,74,182,0.12)&#8221; image_max_width=&#8221;64px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<ul>\n<li>Anova<\/li>\n<li>Chi Square<\/li>\n<li>Introduction to Machine Learning with R<\/li>\n<li>Machine Learning with R\n<ul>\n<li>Linear Regression<\/li>\n<li>Logistic Regression<\/li>\n<li>K Nearest Neighbors<\/li>\n<li>K-Means Clustering<\/li>\n<li>Neural Networks<\/li>\n<li>Natural Language Processing<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_blurb][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6Ijc1MiJ9fQ==@&#8221; 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