
{"id":47799,"date":"2026-08-17T07:02:44","date_gmt":"2026-08-17T07:02:44","guid":{"rendered":"https:\/\/gtracademy.org\/blog\/?p=47799"},"modified":"2026-08-17T07:04:09","modified_gmt":"2026-08-17T07:04:09","slug":"learn-for-data-science-ai-ml","status":"publish","type":"post","link":"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/","title":{"rendered":"What Tools Should You Learn for Data Science, AI, ML, and DL?"},"content":{"rendered":"\n<p>If you want to build a career in modern data and technology roles, then learning the right tools is as important as understanding the concepts. For beginners, the topics to Learn for Data Science are Python, SQL, Jupyter Notebook, NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow or PyTorch and popular Cloud platforms. Together, these tools provide a practical foundation for Data Science, AI, ML, and DL.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Connect_With_Us_WhatsApp\"><\/span><strong>Connect With Us:\u00a0<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-1024x529.webp\" alt=\"Learn for Data Science\" class=\"wp-image-47800\" srcset=\"https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-1024x529.webp 1024w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-300x155.webp 300w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-768x397.webp 768w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-1536x794.webp 1536w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-813x420.webp 813w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-150x78.webp 150w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-696x360.webp 696w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1-1068x552.webp 1068w, https:\/\/gtracademy.org\/blog\/wp-content\/uploads\/2026\/08\/What-Will-You-Learn-in-a-Data-Science-Course-with-ML-and-DL-1.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Connect_With_Us_WhatsApp\" >Connect With Us:\u00a0WhatsApp<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#What_Tools_Should_Beginners_Learn_for_Data_Science_AI_ML_and_DL\" >What Tools Should Beginners Learn for Data Science, AI, ML, and DL?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#1_Python\" >1. Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#2_SQL\" >2. SQL<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#3_Pandas_and_Numpy\" >3. Pandas and Numpy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#4_Matplotlib_and_Seaborn\" >4. Matplotlib and Seaborn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#5_Scikit_Learn\" >5. Scikit Learn<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Which_Tools_Are_Important_for_AI_and_Deep_Learning\" >Which Tools Are Important for AI and Deep Learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#How_Can_You_Learn_These_Tools_Practically\" >How Can You Learn These Tools Practically?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#How_to_Pick_the_Right_Training_Program\" >How to Pick the Right Training Program?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Common_Mistakes_of_Newbies\" >Common Mistakes of Newbies<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#1_What_are_the_key_tools_of_Data_Science_AI_ML_DL\" >1. What are the key tools of Data Science, AI, ML, DL?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#2_Can_I_start_a_career_in_Data_Science_with_just_Python\" >2. Can I start a career in Data Science with just Python?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#3_What_should_I_learn_first_in_machine_learning\" >3. What should I learn first in machine learning?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#4_TensorFlow_vs_PyTorch_for_Beginners\" >4. TensorFlow vs PyTorch for Beginners?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#5_Do_we_learn_these_tools_in_Data_Science_Program\" >5. Do we learn these tools in Data Science Program?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Connect_With_Us_WhatsApp-2\" >Connect With Us:\u00a0WhatsApp<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Recommended_Blogs_How_Does_SAP_SD_Work_in_SAP_S4HANA_2026_Which_Institute_Offers_the_Best_SAP_Course_Fees_in_Bangalore_2026\" >Recommended Blogs: How Does SAP SD Work in SAP S\/4HANA? 2026 Which Institute Offers the Best SAP Course Fees in Bangalore 2026<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/gtracademy.org\/blog\/learn-for-data-science-ai-ml\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Tools_Should_Beginners_Learn_for_Data_Science_AI_ML_and_DL\"><\/span><strong>What Tools Should Beginners Learn for Data Science, AI, ML, and DL?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The best way to learn tools is to learn them in the way that you want to use them, not trying to learn everything all at once.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Python\"><\/span><strong>1. Python <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Python is a very useful programming language for the<a href=\"https:\/\/gtracademy.org\/data-science-ai-course-online-with-ml-dl-nlp\/\"> <strong>Data Science and Machine Learning<\/strong><\/a>. Before diving into libraries, beginners should learn the basics of variables, functions, loops, data structures, file handling, and basics of object oriented.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_SQL\"><\/span><strong>2. SQL <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>SQL lets professionals access, filter, join and analyze data stored in databases. The real projects are full of large data sets. Data analysts and data scientists need to know SQL.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Pandas_and_Numpy\"><\/span><strong>3. Pandas and Numpy <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Numpy is used for numerical computing and array operations and Pandas is used for cleaning, transforming and analyzing structured datasets.<\/p>\n\n\n\n<p><strong>Practice on such tasks as:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Handling missing values<\/li>\n\n\n\n<li>Filter data-sets<\/li>\n\n\n\n<li>Combining data from multiple sources<\/li>\n\n\n\n<li>Grouping and aggregating data<\/li>\n\n\n\n<li>Exploratory Data Analysis<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Matplotlib_and_Seaborn\"><\/span><strong>4. Matplotlib and Seaborn<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>By plotting the data, we can see the patterns. Utilized matplotlib and seaborn to plot charts for exploratory analysis, reports and presentations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Scikit_Learn\"><\/span><strong>5. Scikit Learn<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Scikit-learn: Machine Learning in Practice It provides many tools for classification, regression, clustering, preprocessing, model selection and evaluation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_Tools_Are_Important_for_AI_and_Deep_Learning\"><\/span><strong>Which Tools Are Important for AI and Deep Learning?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>For more complex AI and Deep Learning projects, you should learn to use frameworks like **TensorFlow **and **Pytorch. These platforms are used to develop and train neural network models.<\/p>\n\n\n\n<p><strong>You may also like:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jupyter Notebook for interactive experimentation<\/li>\n\n\n\n<li>Git and GitHub for version control<\/li>\n\n\n\n<li>OpenCV for computer vision<\/li>\n\n\n\n<li>Hugging Face tools for modern NLP and AI applications<\/li>\n\n\n\n<li>Cloud platforms for scalable model development and deployment<\/li>\n<\/ul>\n\n\n\n<p>It is not about 10 tools. Learn what each tool does, and use it in real projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_Can_You_Learn_These_Tools_Practically\"><\/span><strong>How Can You Learn These Tools Practically?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Just watching tutorials isn&#8217;t usually enough. Learn thru completing projects You might build, say, a sales dashboard, a customer churn prediction model, a house-price prediction system, a recommendation project or an image-classification app.<\/p>\n\n\n\n<p>The well-designed Data Science Course can help the newbies to learn in the right way. If you are looking for the flexibility of learning, a data science ai online Course will be able to combine programming, statistics, machine learning and hands-on projects into one learning plan.<\/p>\n\n\n\n<p>If the learner is keen on artificial intelligence, then the ai online Course training should cover model development, neural networks, practical datasets and deployment concepts.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Pick_the_Right_Training_Program\"><\/span><strong>How to Pick the Right Training Program?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Before signing up, make sure the program provides:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Industry related curriculum<\/li>\n\n\n\n<li>Professional training.<\/li>\n\n\n\n<li>Practical, applied learning<\/li>\n\n\n\n<li>Hands-On and Projects<\/li>\n\n\n\n<li>Adaptive or Real-time learning<\/li>\n\n\n\n<li>Practice interview<\/li>\n\n\n\n<li>Professional advice<\/li>\n\n\n\n<li>100% Placement Support<\/li>\n\n\n\n<li>Qualifications regarding.<\/li>\n<\/ul>\n\n\n\n<p>It\u2019s the quality of the practical work that matters, not the pile of certificates. Pick a training program that gives you the chance to work on a real life problem and be prepared to speak about your approach when you get an interview.<\/p>\n\n\n\n<p>If you are looking for a practical learning environment with expert trainers, real time projects, interview preparation, career support and 100% Placement Support, then <strong><a href=\"https:\/\/gtracademy.org\/\">GTR Academy<\/a><\/strong> is a right choice for you.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Common_Mistakes_of_Newbies\"><\/span><strong>Common Mistakes of Newbies<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Don\u2019t try to learn a dozen tools at the same time. Begin with a good foundation in data analysis with python and sql then move on to machine learning and deep learning.<\/p>\n\n\n\n<p>Getting lost in theory is another common mistake. Employers want people who can understand a problem, work with data, build a solution, and communicate their results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span><strong>Frequently Asked Questions <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_What_are_the_key_tools_of_Data_Science_AI_ML_DL\"><\/span><strong>1. What are the key tools of Data Science, AI, ML, DL?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Python. SQL. Pandas. Numpy. Scikit-learn. Tensorflow. Pytorch. Jupyter. Git and visualization tools. Some helpful starting points are:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Can_I_start_a_career_in_Data_Science_with_just_Python\"><\/span><strong>2. Can I start a career in Data Science with just Python?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Python is a good place to start but you will also need to learn SQL, statistics, visualizing data, machine learning and how to build projects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_What_should_I_learn_first_in_machine_learning\"><\/span><strong>3. What should I learn first in machine learning?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Start with Python, Numpy, Pandas, Visualization, and Scikit-learn. Then start to work on advanced frameworks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_TensorFlow_vs_PyTorch_for_Beginners\"><\/span><strong>4. TensorFlow vs PyTorch for Beginners?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Both are beginner-friendly to learn. The first step is to get some grounding in the fundamentals of neural networks. Then pick a framework that suits your learning objectives and project needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Do_we_learn_these_tools_in_Data_Science_Program\"><\/span><strong>5. Do we learn these tools in Data Science Program?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Yes. A good Data Science Course will guide you step by step in learning programming, data analysis, machine learning, AI concepts, visualization and practical projects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Connect_With_Us_WhatsApp-2\"><\/span><strong>Connect With Us:\u00a0<a href=\"https:\/\/api.whatsapp.com\/send\/?phone=919650518049&amp;text=Hi%2C%20I%20want%20to%20know%20more%20about%20GTR%20academy%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">WhatsApp<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Recommended_Blogs_How_Does_SAP_SD_Work_in_SAP_S4HANA_2026_Which_Institute_Offers_the_Best_SAP_Course_Fees_in_Bangalore_2026\"><\/span><strong>Recommended Blogs:<\/strong><br><strong><a href=\"https:\/\/gtracademy.org\/blog\/sap-sd-work-in-sap-s-4hana\/\"><a href=\"https:\/\/gtracademy.org\/blog\/sap-sd-work-in-sap-s-4hana\/\">How Does SAP SD Work in SAP S\/4HANA? 2026<\/a><\/a><br><a href=\"https:\/\/gtracademy.org\/blog\/best-sap-course-fees-in-bangalore\/\">Which Institute Offers the Best SAP Course Fees in Bangalore 2026<\/a><\/strong> <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong><strong>Conclusion<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>That depends on your career target. And Python, SQL, Pandas, NumPy, visualization libraries, Scikit-learn, TensorFlow or PyTorch, Git, Cloud technologies give a solid base for Data Science, AI, ML and DL. Start with easy projects, practice with projects and then add more advanced tools as you get better.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you want to build a career in modern data and technology roles, then learning the right tools is as important as understanding the concepts. For beginners, the topics to Learn for Data Science are Python, SQL, Jupyter Notebook, NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow or PyTorch and popular Cloud platforms. Together, these tools provide a [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":47800,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[1388,1989,1994],"class_list":{"0":"post-47799","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"tag-data-science","9":"tag-data-science-tools","10":"tag-machine-learning-tools"},"_links":{"self":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47799","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/comments?post=47799"}],"version-history":[{"count":1,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47799\/revisions"}],"predecessor-version":[{"id":47801,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/posts\/47799\/revisions\/47801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media\/47800"}],"wp:attachment":[{"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/media?parent=47799"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/categories?post=47799"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtracademy.org\/blog\/wp-json\/wp\/v2\/tags?post=47799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}