FLIPPED CLASSROOM
School of Mathematics and Science (MS) started experimenting with the Flipped Classroom way of conducting its math lessons in 2014. Since then, most of its modules, in areas of Mathematics, Statistics and IT applications, have adopted the Flipped Classroom pedagogy.
In the MS Flipped Classroom model, students are expected to carry out pre-class learning activities such as watching lesson videos and doing pre-class quizzes prior to attending face-to-face tutorial sessions. When they attend tutorial sessions, they will seek clarification with lecturers and peers and solve problems with the knowledge gained. The role of the lecturers becomes one of guiding and facilitating instead of mainly direct instructing.
A recent evaluation exercise conducted indicated that students generally responded well to this new way of teaching and learning as it enables them to learn at their own pace and ability.
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4hRdixd7AOA4MoZGXDDOLgOCPsdm9aAWXix2Hlcw2p4Ki7+Vs7LB9L6yJW/pGe9lp6u65E8ZcegQ0ikKtYwQ4lS5SLQckyVJwXCmX9viym5JFerIIXau7Io1C9wjLrr9KWEAjVQIhwg4TM3toI5LDOhBgDKhoGDiG3vLC1QB5oCgislb9W/pZ2UFwLs/TEwa/f38L7z8PG60/n7z0CgxEoesRhoVBCqVGUtMB9eTiCKcWvol+UHgGnkk16Gd3mYQUMdd4SI2q15EHCWQ0f9hoCQShZQ8KZGRcONBl+nZ4zGgqaxWaV2V+3rcq3vxx/7xEYjECPFZYCQ8ch3Aaqau+BVn81G9HYsoIVbLKU82oX/TKwJUbU1Qq/G38IhKEOQxmMsNg4aAxDGPyxtTBTghHV/DZbC+gHj/Zsdhl3g5FPu5sRgDyq2kIgU0nK32uCCLBolNRRDnPAw6jEiIJzlWzWh1l/f9+yIcz6qnXn2GazwOiKQ9swOwhDIaaKTQPhvr+hdy7Bx/AI7BAEHDuECowlAoiDmcZcmEWLYNkispJAIB3IA+2DM2RiBLOxtu8YAqF5aCHYOGyYYhoBsyUQC/5oKPhvBYFsRZ4be2w+1WYhYH2omt9WPee7LQu+cDaMSmVDPArWNDERkSkMcuVBSQpBWBIK7XGzLTmTCLGKPJIKRD9UEWxcG6EaO4ZA7KEyw2LXNIBrIw7DtRpufv7sEdjJCJiysbINhYqMhZGpoiCVwo5C5UrEJl6pCj7lsCGNGwHFqsWjCqKmijxWmkVSwCLLjZPIlhtRVzb47u88Odw9hj6HZQTuZX+6q7J66kdpRg0VOrNpqkKJojBVHHWUa1FZ3lKazivP+cnQTEWQqXDfdmEpqSks9qkWTygMGgrChjLV3cBnyRq7DM3Aq34tasdoIANb4z09AnsIAYYhzLY4c2iRSwGLIKUoTFQEC8qSKXWTeXVTfroUTZ21TblCZzeNpKyuhL2Ek5YatQnVavuUZ+N3heCmz8IYy1aZCtsFB37YKIjDtcW1e2sJYcykcGZ4YvEs3M6WB3FxZv+w8P4z8akH60QwtK61DsXy7s/jXt3TZqsn1+BQdYYpbVgbI7fg0OFJPnfCyMrlDAbEH+QsnLMdhin3VWdx8eNZVets9/htNeaWv60TsnpXsQVXHGHVtltaOxOHpU58QhFFrK6+84+E01bLn/ZW83eF9v0jrmGXLa2Zsk8+yhkXjKd53lJezCsvFpRnc4qCBdVqicKoUAbPuHxD5UVXOc8TrINCGfaQqPw8o6/oVW+pT9VFgaK/XPJwYYUzVLLMnAYUKDgYb92alZWJ7QGQ3oABFA5byUkcVoqy0AvQMILyEOwhcs0DNBIgPtd8Oo+9w4ymlFEtj3T2QNgljPyZhbF8OVcd8VkrQp7EpY7c44+zh2XXlo/DoBeHuBzW1mr+m30NJqxzATPbTqDs2xCvNDc3q5s3b7hix8bYdxXDGXWDbMpPArCw850Q/sSl3bSrXmeVbSmwxC+vyxW33W5H165d1dTULXU65Z4qtVpJuJRLfpTF1HmtBhlkWliYd1Po4I8f5YETzwsBs7gIWVnnso+Vz+K6a+PISMPVrSRDmlU+l/LM9cq+d2e8bXahzId62qcJU1M8/8QtSKS91NvKo69OT085fCcmxpcE2NrdjwWLGi9fvuT6EljSbtqM43lZn8GPPs1GW/Pzsw43+naeQ9BlnwJXS89zWlxccHUhr3qj5mSR/kAdgIPnkeZdZ0RdXJjR7PQth39zJFQnSTUzU6jeoC5s6p0rjGP38SlDm27WKidk4vsUBGzHSdmljDnE8hKRKIxcn7p06bKuXrvm8Khiv3HrSU+gaTAdgTOOL3BZVm6OMDoFZ/u8n3sEGJAQRjubH3nxpS0HgHEPWbA8nXxw+JOWL3rffvvtpQVmZQcsv38hPp0YR1zS8ABZjEZ+hFk+XFveVj/OlE1ajmpeLtMt+kfdKJeNkMCE/U8uXrzgOgedlM6fJF13vnDhQ3fOMt6AYFUSSb1eCjfkMDs7rffee9edEdQ05Qe3WcIMEWCEAyMwDtVulwJ0/fo1ffjheddJISTCiA9ZIEyNBr/Dk+n8+XOan5/T3NyMzp17z/mVdeD7p7YTEOrGY0Cg3n//97p06aIjMfL84IPz7p5wOjZ1o5yy+9qZvmWEcCfQLe7yGVWeunKm/OvXrzqcEOSrV684gSSMeqYpPxeS6tq1K0qStvMjjPIJo54m9JAP+V25wt4zECofdaKRoQ2TD78YwD1aYurwh5gvXPhIt27dcHjQTsiF+Dxzew7gSV8ljOcwOzOlKMhVr5WETx/OuYxq6qTSzZuL+uiDWyqSUUmTmpmNde6DQp1knxQeVK5JKZzQ7GJHWS1XPJapqxmlxawUthVEqRT09rNRrDyDo3gZRMoGK6HuQdwVgZhws4ScxsPevG0gBDQQBIEzC78QPt4AvPURRhaC8Wa9fPmyu0dYccRnuTp58GYgHXE5QwgsGOOafHCUR9mc8SM9B/F44xLX6oEgspMZ9UUwCbO3ki1Eo27Ex1E+8Wgn5GJ5cU2Z5QN3UTf9H+VSFzAaHx8TWka3W7aVdtoaGFtQV683XPvpoCyoAw/qTx15S5IXGJdYlFsgcA1R0D4wo13j4xNu6wU+Wty//4BGR0eWyN7yIh6aBs+ITg4ufIeExlS+qUsNg3pQNl9jI2zUlS0REAqIi3u2fUAjonyeL9szkN9mOtrHM+dlg7b60EMPuz1qWMF85swZVzfaRlv37Zt07aJfMDSxvkMetI860p/Blv7O8zFsOZMPuOBP28t7XgjlWqXnnvtSb2vNww5v4vI8wRGSGRlpuudBf+RZUkfIYnp6RqMjY4qC8veRWu1FtbuLajQihVGmfftHNTrBDoC5ui1pYvSADkyOqEiaypOmRusHlHXrmp1K1F0IFGlMyuvKUva7SZUgD6wm6X15HsXlt2CQupHioGcSSWFvCFOyHwyIavXII2fcm2mtIQzgmFDRWXg4VIA1GeTBloCAQ0dBmAmnM7Fa9N1333Wf80MWRhh87o+Qs+0gZIwQHDt21D0odlRnW0Q6gT0kznxizx4gbA1AJ0SweHPz6b8Nbagjn/ezFwkdiUVnZ8+edZ2Ih46mg3bEQ+ShU1+OaocgD+7Nj45l14OAvRs/MKM+4ERHvXr1mk6dYp/WmsPCOjU4sV0CuIEVGNEWMOJrYNKDCXuuMCQljOfEZkxsZg1OxDX8eTYICgdYsKcKbaTt4At+xOe5smUl2FMGqjnhlMMHlJSBVsgzsH5Bf+AoSSZ28agz/QJCos9QZwRqsINUNkYs1B/M+C1l8KS/QAT20rJnSz3iuNxUiv5JX4HweBb0S9pD/Y2c6SMQEPXGn31o6D/WV8GVPMmfvCAl4nHQB8EWPMHKhjfUCxyJD4nwfCGjkw+eVBTVdOHCRafhX/7koqambyiKEoUBe94kmp66pQMHY4WqKQrGNTvTUZakSruZ5ue6unxpVlM3c81MdZV2E02O71cQcYwocsMY+jRDVLTFUjuHD+qNWJc+/tj1w/5n42wgMI97PO75GIGcLgVkDRsIAOAAFnAQaMBGWAEZgPEDMOucgEOnBlR7Q7JXCGl46wIaoMO+XPOGQqBIQxl0QjouAONHZ+ah0UGIRwekE5M/HYQHRd6E88bgYZOWh8JOaeRHuYQTj/LwIz15UwZCwD0Pl/TUg7xpG/6b6cCU9iDgEAPl8QY6fPiQ87f60uHA1NrNWxFsqRftozODP22j/uRJXUlDvUkH2UIWCC/X4M0zoTzIl7cf4WAArpRNWrQNBAt/MCcd9UFrIR/iUh/ick9dIBraBtFQJ54R8RjuUgb31p8G4+l66OCgIXwpg/wpz9pqREC/sHbSV6k7zxgsuAY3sLW20/9oOziBKw5swAJcSUNa2gzelMc95UDM9DPyoD8R354pmELa5ENZpKe+5IfWhHCPjIy6IVSRZzr1yElNTiJLC1pcvKFPrszo4IFIzcaIkrZ04+otxVGhKCg0PtbUvokRJZ0FHdg/qsMH9ikIGlrsNpRlyDFbWLQVBKEW5hcVx/XeqjWef+xePlevXndYgIcdpa4+xANYLQog0nkAhM7LmQeFH6ABNG9KriEKwAFI2+aQcEDG0RHpSABJpysfaqluAzoPlYojGITRERFyDvYKIS150zHJ0/LmYSCIbB+AYPJm4C3Mg6FMOgcPiweK8OHImzYQB7IhL9oHuVEX4hqI5L+ZjjZQLuXjnn76KYcpWFM/8AVT8ED46YTUAYxNEMEIRxj1hxDAH+EnfzqtEQLttzxIA7bEBQPKoq3gSZ6UQXzaDqa8QSmbjaHABT/SEYe0PG+wI0+IjGsc8ag/zwpnWCPU1GWzHeXzcqCukBhtQVhx4ENdwZb+AFb2aQRt51lYGyAD4pIP7URDAFPyou7EAyvaRRzi02doO+2izYRTJhjih8wQ3+SFOlEP8qbOyEr5wmLP34aOHjuukTE+5WAYv6Bul2E2w59A7c6CxhpNZSm2u64mJvl5krqb7kWbCIKmGxLHDLM6idKEWZlUYZA5Aomicm/i0VG+arelr4XyVfo4W//0ej8mWMb1mQPjG994wY1n8wJbgZRnTBvdbjIxoOwMaADMAwMgrmk8hzn8iceZg7h2b3E4WzwLszP+OO45cJSPP+WQH+Va3pw57METbvW1uOTDtcXlTF4Wz+4py/LBz8p3ldikf3Qq8rb6lEY2liqXbbW6WPutjtYWqsE1zupq186zF27xyYc8rT3ck6flYeGkJU7VEQc/6ky8ahrKxhmOlj9+FkZ8y59wu6+WUV5T7u397/Z4YGTHylDaxIGg46wOlG/3XBtxWlvxszraNWmtvoa/y6SHrcUnnqWx+Jzxq4YZ3uZvcSEcHBtosRCMcEXUh7Uf7LfbUpbcdEdQzKoRswKVFapu2lRRxL4fpfwVRaAwqLl8sMDmwYSi0SdVBBMO2yKnTfwcCmtHQmU59kw5g/vLL/9Kb5x9+7bnf9dUbx0I0HE03K65p/PgZ6Dh50DoIwDC+53FszA7mz/xAR6HHwdxqh2jmsY6N+F2TVq7triWX7VjWN4WVj1zvZnOMKVMrunwWPJx+OGsrpyr9e8Pr95bPJdBRYAsr9XiWni1fMvD8Oc5Vx1pLL+qoFgc4hMO8eC47q+fxd2sM2VShtXHiMLy555623O3+hNebY9dE97flywv4uCqbbL4nC0Py9viWTr8qYfJUhm/XNRR5JADC8pqCopUUTgiheNi0UfSXVChBUVhV2HkVoko59mEgaKwLtLybsGeEoVMX6MpmezxzFiYZnaosq+xYO22j3Bc66S7XspuDe/lt+apCs6aEdcRuJ7yrUPYebViLNzOq8XbKv9+YaQcHmw5PVqWanWjAw/jLP4wcdcTZxD+wz7nUiiWtUjK3ap6Wr6crc5cD8J6WEypr+U1LGZWjzvFJ97KuD1hNkOy+6o2VpE1FGhctaBQWgTKWOVQS5WHTDxn5Sf/EEIRqpvVpKypQGOKa2x7cZ+6LCZzwPdq1Lspv7HjBnKhLmX4yjpJd70SdT1g9xd+JxCHCR+U52odeNi4g+JRl9XyHaae64nTj2kpaOXbYT353Iu468FqEH6ktzzsvBX1LjFkuLScOzgPKnOQH6lWq/9yjuXVoHj9cTZ2jxbKCwMNwa1SU1GEbrjB9G4QMLXeUOKmY+ck1gWxnD2I3MdzeVpXoAnVwv0Ki/sckbjhnsPEtBCrGZ7lMAgqKtfC3I7BXQ9hrDh/3jwErANXOyIacbXzb15p9y6n29/WDG3L8q3NnKvt3szaMb5HGKyM1cqxumxm2evJa2D52DNdJj3B5q6AAJHz0k5SY2lBPOq+lknypvLeosIorCmI6lJE2KSCYlLKx5V2AxW1BRUMUcqMyrPbX8QIxbFLSSYDGnHXBDKwsQMK2iqv1TrBoPKGjTtsvEFlbKZfFduSPOyh9pdS9bcHbn5beb+asA+vLVXH35VJDaAAAB/QSURBVLzxlrHvr/9wQ7VSzEjL25rzyvYzTYkriYtwi8O5dPa2tfvls8XFp7xeru9yrPLK8ltZfn99hr5nCOsytjr0hie9D/YLRcoDFlw2VATYNw66T/upp/sAD/IsOFhuESvN+ZLX6Ra9TYZ6+LpVt4RQDloOthY0l8FUMdi3Hwt//6kisEwkwwiRdVyr8lbe9+dtZa52vlP8QeGD/FbLv+pvWPWnr2o9Fv/2OBZy+7kat3p9e8zSpz/O3d6TKwLu1pq7InrzbW5PMrfNYcEUfjmNv1Qrxz7uX7lkPTKjN1pZtU69OC4h/uAITZhhdSlHd3HXRtSV2fk7j4BHYHsgUCWCzavR8suszNNoevNK8Dl5BDwCewaBu56F2TNI+YZ6BDwCFRtVCYbXQHyn8Ah4BDaMgCeQDUPnE3oEPAKeQHwf8Ah4BDaMgJ+F2TB0PqFHYO8h0D8L442oe68P+BZ7BDaMQP/COT+E2TCUPqFHYDsiwOIvWxhmZ+pZ9bd6V8PNb31nvxJ1fXj52B6BHYAAxGC6QT9JVO+r1xtrlieQjeHmU3kEtjkCd08OwzTQG1GHQcnH8Qh4BBwC3ojqO4JHwCOwYQS8EXXD0PmEHgGPQD8CZmnp9/f3HgGPgEfgjgh4ArkjRD6CR8AjsBoC3oi6GjLe3yPgEbgNgX4jqtdAboPIe3gEPALDIuCXsg+LlI/nEfAI+P1AfB/wCHgENg8BP4TZPCx9Th6BPYeAJ5A998h9gz0Cm4eAn4XZPCx9Th6BXY9A/yyMN6Lu+kfuG+gR2DwE/FL2zcPS5+QR2PMIeBvInu8CHgCPwMYR8ASycex8So/AnkfAG1H3fBfwAHgEhkfAG1GHx8rH9Ah4BPoQ8EbUPkD8rUfAI7BxBLwNZOPY+ZQegT2PgCeQPd8FPAAegY0j4I2oG8fOp/QI7DkE+o2oXgPZc13AN9gjsHkI+KXsm4elz8kjsOsR8LMwu/4R+wZ6BO4dAn4Ic++w9iV5BHYdAp5Adt0j9Q3yCNw7BPwszL3D2pfkEdjxCPTPwngj6o5/pL4BHoF7h4A3ot47rH1JHoFdj4C3gez6R+wb6BHYOgQ8gWwdtj5nj8CuR8AbUXf9I/YN9AhsHgLeiLp5WPqcPAJ7DgFvRN1zj9w32COwdQh4G8jWYetz9gjsegQ8gez6R+wb6BHYOgS8EXXrsPU5ewR2HQL9RlSvgey6R+wb5BG4dwj4pez3DmtfkkdgxyPgZ2F2/CP0DfAIbB8E/BBm+zwLXxOPwI5DwBPIjntkvsIege2DgJ+F2T7PwtfEI7DtEeifhfFG1G3/yHwFPQLbBwFvRN0+z8LXZBsg0P9G7RcQqojfIP9tUP11VaG/Hf1t6sdimMzjYSL5OB6B3YpAnucKw1BRFAkB4hrByrLMNZnrJElcWK1W23QY+oV4rQI2IuCWH+XEcaxut+vaUq/X3Zk8wQBn7aftw5blCcQQ9uc9iQCkAEEgYJBHmqbuGj+u8UPAEKp2u73pGEFcw7iqoA8Tvz8O7eOgHbTZ2k3bqANn/IhD24etlzei9iPt7/cMAggNwtJsNt2bGaGBNDqdjg4ePKhDhw5pdHRUY2NjajQaS2/szQQIghrGQSDDagX9+Rlx0N6FhQVdunRJs7OzS2RiBAIWtJP4q7n+Ongj6mpIef9djwCCg0AsLC7qwP79unnzliYnJ/Sd73xHzz77rE6efEjNZkMxWkKIsl6q+jsPmEBFkStPU0eUUzOzOvf+e3rppZf01ltvOT9IEu0EElmLQPrD/BBm5/UGX+NNQgDyQG1v1OtaXFzQ5OS4/vR739N//Oa3FIS9oUWBLSSQinzDGsCq1S3Imn/DutU1g0E5WM5BgPZCWREWYR05ckQnTtyvZ555Ri/+zd/o//3oRyuGLZBEv6YxKH/8PIGshoz33/UIOCHJpbFGTbemb+i7f/RH+sY3/r067a7yuK5aPVKqSFBJmBeKo+GGG+sDDslGszFyWBL7XjZO8qnB0NmSoiMp6aVqIOiF1C4KZaPjrqSo6Gjf+Ij+83/6vi59fFnvvvuOJiYmnDYCgQw7tPIEMvRj8RF3GwIIShCEml+c1/Ejh/T8V76kqFZTp8g1VxRanO+olaRqIrtoKwMMnv1vaifuKCxDgWWkYefVExEjGHIIlWaBI5B2lCtUofFEahaRsnpN051cedLS6bGaJiRNHDikJ596UufOve/IAxsQszXDOm9EHRYpH2/XIVAoUBrJ2UBOHX9Ah04+oE7e1UKtobMfXNX5T26q3e0qCqR2mimpNVX0ZN1GHkYUVQooLPBOiBWhVIxKxRAzMUFHCttOe3Ak1Su4Wh+uKbrZhTYKtWupQuUa60SKO4GyelMLjVxhNqtnD+/Tv3nktEbqgU6fPuWGchiPMaLi+onRmtLvPzzVWA7+7BHYLQgEUl6LlNcjBSN1pbVQqaR5hXrv+i19ODWneHRMQRGoVdTUzUaWNAsjjEEEUkaykLXACqV8pGdJWDt+oEh5FCpw1DB4wEMOxBjNA4WFtBhBIJnG8ljNqK5OHmiemZZoTC+/d1mnjxzT6fGGRpsjS9O4NpU99BAmWBp7lcMwZ2xxbV67QWvB4sM8AjsBATdbydCkp7KnOQvJGsryQAt5oKksUpw11M1yqagpSkZvbxZv/aoMEaPIVvjw1u6fvVj2w1KROFpYilMsD4EgKrQJtCWlzV75fRGc7zKlFXmoLMrVomYQXxGpWdTVCQLNZpkmIJNOoVZPUzKyoHybhVmqS1+L+/29BtIHkL/dQwggh51ERTuRurlqvLkVKWNqdyHRfKsU3jSIVSti1buZ00YcO/B+DaQoLBdhIeJhwCrW0l5SZNkSaQRuMVpJKi7Z0qKuroKopTBkNWykJEX/Wbl0HqJx61OyUEUxUpIV6cuIpT5SWSOCf6pE7TjVYl6WmXSkxaSrrBZrVomybkuHIU1mZYifZa4MpnEhE0iif6jiIg745wlkACjea48gUEh192YPVEsL1fLQTUvynk9bmfIkUofFZVFNaR4oyVJnY3B2h6I3jAjSpVWbWZqocEJbSHmmMIoUOmEvlKWZgrAnmGgkIYSQuQkYSKVWD5WgjBg5iCXm5eKxej1SkuTK1V0mpR4JlSOGcrTAf8qL80ydLFG7YHYnVNhlBarEhHQeF8qyrrKkpaK3hB3iqGoWtjp1mF7gCWQYlHycXYkA9oIojxTngdM+0OhtyjZPMnU7mZIwVzfMnbqfF+my8cEpIIXyQqoFNRV5obRg6XugPE1Ui1mkligKInWTxC1GgxAQ1DRLVaS5Gg00ilF1O4nCjDd/zWkUaDW4rMgUR7G6rY5qzVipur2xTW9VKhoURLZEJrmKNNME1QwLdV1uoeKulKehsqxwxBIXHWXdjtQjEMoaVuPo7wh+FqYfEX+/ZxDgjY1toUBld/aC0o4AKXSTjlqdVN2oq04gdYNceVh+YOcAcoIrRVGsmfkFJ6pMf/JWD4pM9YA3fc48j7I8d+sw3Lc1QaBavaZuN1er1RGDpgLycB/02Xc35VCGoUuUB2q1CoUZa1OIXxIGdWAg46wjQblGhGulmcIuekehRRQh2tgtVEeDiQN140xB1lWnm/bIaH2Pu59o/FL29eHnY+8iBCCQNAiVBKEy1m4EhRO4LJS6RapW2lGSJ2qjVSSF4gp/OEkuGBZ0S60ljBVlkQLFaoTSwq15Zw9BUMfHx9WZ7zhyCSGZdqZssaN6o64obrthR2uxrZQP2uJYURAoxx4Rx+p0u7pv3z7NLy4qd0Og0i6Tu+EJ61ggkrJiURSqFtWUpblaRaYFJnmgkoThEZQSKKHRWa4ODQ5LwlzPI60OdUjnhzDrQc/H3VUIYMvInWYRKAti5Rg7eWPjD7mkgfIcwcsVJpkaCQRRvrg55z3jJZ/Gp+1UjWZNjz36kEbjQu+/c1ETY6Nqtxd07OhR3bxxQ2maa2RsVNMzs5pJujr90APav49hS6pPPvlE09PTajZCTe6bdDYTZP36tRk9ffJh3ZoZVavDuhGGL5nSpOtsJEEYq9Xpar7VVpYXimLqFSgLI2WQBNO/eeDIqchrSoKmorShNF9cYffY6IP1BLJR5Hy6nY8A061BosAt6JqQimZvnUehIqkpbNcVxiNS2FKSt9UNG0tGVEcgjHUCXuhtt9J8fn5KU4sTyus1ZVlbjz5yUvtGxxUVTQUPnlCr1VV9ZFzvfZTr/bSl48cO6Fc/f0mPnXlETz7ysPseJwjrTlOJYwyniW5euqjJel3HzxxR2s00Oz2jImvpzOmTajRCLXQy/fiX7+nW1JzU3KdOHqpeJAqLSI1O3Q2nGnlLQV6onY4oj8aUJKxnuaUohCad3dbNvmBMxYC6Hjf8Avv15OrjegR2AAJ8ZBYENi6JpAJto7QtBHmgvCtlrVzqpFKGLSNTmmfujLDxhSszK4vtlhbai86/3cnU7uZqjDZVuKnZSAuLbTes4MM9tI/p6Tl1k66mZ+f1uWef1KOPHlaahWo29yuOG4rjmo4e26ebN6eVF5E+uTKty5c+UmNEvaneQB9fuqZWK1XS7erq1ctKmQHCQJuXH/1hTGVVXJgWCtJEyjtilihNMiVdZn9yxT26dCy4wefljagbBM4n2/kIQBYcpVu+cnaFIndCX2SJijB1WkHBgrKKI0XO2pBMatQbytJUF85f1kgtdkL7SrulvD0vJW23IrRWbyoPY822Us22M/327Ns6cXBCV65O69q1W2o2WZUqZVmq+juRFhc7ihrjeuf9DxU3anrtncuKwkIHxsc0deOqmo26MnLOQzWaDc0tLCqosRSdDZByN4xhUVuWJ25JexGlboaIWSKFKxe7VZq15qU3oq4Jjw/cewgUKgKIgeFISSLMbbj1FHwEw25dbPpTYB/B0houvbBd9KDcBjFWrCgM3IZEXTcMCHVjal55e0Ej9Uh5VqhotRREdWVRTbXGiFj5evnajLrdjpuZmW3NuSFEuTK03MODmR3knUKzIFQc5Jqeua59o6OaWmgpSXM1JybdrM5oY0x5GKloLygOImdaRadiUpg2xRhnw0C1iHzKmZr1Pm9vRF0vYj7+rkcA2nBToL3P3+ESyKAR1xSgWYQdhazxiJqlhdUsqT1tIYwhlUBhHClojirNCme/aKJx1OqqRawNIT1C3VvtqkghMyZJS824oXqjUQ5DWFdCuRhy81zdbqKxZo0lZIqimqKg0MjopLKkrfpIXRMjDc0vtjXSqCus1ZRmuer1msIwVhjU3YxOM69JOUQYKarXFCexam72pny0y7rX+h+1N6KuHzOfYpcgAA+4r84cfUAhpShhG2Do0qiNuRkZ1mPUQtasoon0JK8ndQxJyiXs5SpT8ohqoWpxUzGaC1sAFLmioOYIpFwkVn60R161cMQJOQvC2EqgnJYN3NqRZiNWPc7dbA9VK2pN5XmiLO2o2eAjP4ZW0kh9RFHMx34sew81EtVUUM8oVFjEagSRwjhQO80V12PVkppqLI3vLZ0vZ3bKBvVrGHd61J5A7oSQD9/VCCy/fc2+Ua4uHW023Vu9y9LwRt1N5ebYW0lQ0UDkhjf4F24mhnCmUMuBA0vWYwXuY7oyii1cYxUsccMgLgP6UI5Zjep2iaewQLUgVIqxJWIH+REJjUixQlcu5Ukx4xJWouSpckUqwtDZPhoslMul0XpNKQvWgkITow3V43LFK0WbbQMCseu+Kg289UbUgbB4z72AAELn9I6e7YO70v4ht9Fys87QYlRpwHRGpLCGsJcaiCXhFlfaQ0qCQXiX9vgIWJm6TFPMlLg8jIUsoyEAL3Mp15/2Ft33zDbldLKrB9SV15QFNcVhw33e38zryvPMGWTni1AjzaaClD1Su0OUujJKP7l4DWQlPv5uryFQKgJLBlSaj4ynSaIwGNHE5KRmFhbUGGkqY0q0YOn7cvQqgSz5ozmgEziJL5fKV2EtOaOkr1KdqYaucu0MvaYllZoGdFc6t2Wau2PXMpbF8wUxpMfK2Foeu+FXWhRuWLV/clLF9VSZ+3qvV81Vir2Tt1/KfieEfPgeQMCsHwhTriKIdOzYMX1wbVGthUU3hZvzJa6brCmXj5fkUJKNA6j3bQwEE7I+pLfUnDCndVRQLDUSN6fDfE8lZPVLNgYK3C6ngXIYzg1OLG1JJFASGpQbrwS0g3q4JbNizQsf+jHDMz0zo+PNETXr5Q9lGQ2tXvpySL+NxGsgy9j4qz2GgBPDnE2Tc7nFHCwsU6BmmunfPvmA6ukVXZ9ZUGO04b66BZ7eThxrIhW6fUUQZRPslSJahiwLfyn4ZZZOL8Fm0iuhGub2I3MjIP6FSx8BrqwMaaHBQAmkocLtZVLkqVKWuceZ0rlAXzr5pA4cPuqSUsZGnSeQjSLn0+18BIpQYRoryBPJ2TmwLESaVFcHDkR68PkDmplvOaNiu9NmfvWObUYYwzxSaGObO6ZYJYIxSC84d0Otqqj3RVjKhmEWxJEvEZg0Wg5vQj7pTzU5eVoHJkeV8EWuI8WlxOu+uDMi687SJ/AI7BwEBokhfn/9g7/WP/7jP7rVnXGtpoJZEPeJ3Z3bFuZh+X3NnaOuEoMaVMmiHAblQxlcCzczU93BHa2JZfhuUVqaamJiUn/6p99zP2GxSgWG9vazMEND5SPubgR6m/RIarc7+qd/+ie99tvXte/AAbeYi20Og8q051pYMIRxH+itFWmNMGY6+mc7+PS+GPLze2eDqRAQJhP2JMH+wZqWs2fPup/vfP7Lz2nk8ME1anJ7UH+9vBH1doy8z55EoPzxaZrOR2+tVqv3ZWppeEQnYEcxxgJOa7FJlt6sjZNXdgazKVssrj3DqtMlejOtbmTj4rhcepmtVDjcz+W66V5qQ+oyLnuAuJke86YOYWm3sWhOSeGf1YMc3OrW2K2OZYk+PyDFTzik3fVP43oj6p4UDt/o9SDAl7ao/Cw9b7fbSzuVR0h2b6FV+TVuqSkwh8PWg/jxhnebAbHnqSMdNipmb9RytzG+3kWI2x1Wk7KylLJytzmze7szhZyyzyrf1oTuq13q7naO721dSDnkl6TJ0o9AsaUiGkapveSKKj8OhdCzNUAZVmh+fq5c8TqkRrMWdmYKXiuOD/MI7CkEnMB1Ey3ML6jTZqOe3K0LKbJUSbut1vycGrVYzz79tJ59+intn5hwfuwz2prnV2UKtRbmdfTQQTed22ktsCmpFuZnlHTYgazQY595REmnpSzpumnf1uK8sqTjPnJ76onHVYskPrF57guf1zNPfVad9qIro70wrxSDbp46//37Jtyye7ZRbPfyQKiJk7Rbos7Ui/s86apI2SukKK8re3/0axbDPnBvRB0WKR9vzyDAm5o3dqfbUdxtlHuP5myEXGoRc/NzeujkA3r+y1/U+XPn9Zkzj6jdaomdyW7evKmRsRHlWe7yOHXqpB579DGdP39enU7brcG4fPmyvvkfvqH/+qt/1alTp/Tt73xbc7OzarXaIu+vf/3r+qv/9ldqNOr6/LPP6OPLH2tyfEwPP/ywbly/5mZX2MHsj7/7bb3zzju6ceOmG3Yx3BkbG3dDnn/4h3/Q9My0xsbG1G61XThDoDSNlEAoCRs028K05aXs633IoVvKax8TVcZNNu5ab4Y+vkdgZyKwbLiEQBhGdDsdRwJs/tNtdzU/N6eU3czZrCfLVQsjPfjAAzp2+LBOPfSQW9l5/4kTLt1jj5/RmTOndPLk/br/geM6cvSQvv3tb+r6tSvuh6f4buXw4QMuzv0njunBB+/X5OSYnnryCbVbC1pYmNXs3IzOnv2t8/+TP/mu0GSeefop3X/8qD44955mp25p38SYnn7ycXVbC3r+uS/pxLEjajRqOnBgvyO1udkZsQiODYfYfIgDIkvT5Z+IWM/zsmGQnb0RdT3o+bi7GIFlIyqNhEA6na4aSeKMp3U+rGU2o8tvv+S6euWK/u//+d+6efOWTp865T7Hv3btmj73uc/p4Yce1N/+7YsaGxvVww+f0htvvK7R0RFHBB9+9IH7zub1N17To499Rixv/fG/vNT7dL/r9kI9dPig5uZnVavFyvJUv/3ta/rVyy/r+OGj+smPX9L999+vB04c189++i/OvtJaXNTk5KT+1//8H5qamlatOaIrV664PU/ZWAhlYGF21v3uLVsEOAMqu7c7a23/hPHaj7h/qOOHMGvj5UP3AAIrV1yU+3C4IUyn7Tb7wUDJj0oVaVfNZsMZIK9fv6aLFy84w+lHH33gCIdJmmvXrmp+cV4XLn6kIGDa9F8cOTz66KP63Rtv6taNaY2MNPSD//6DcliR5y4cwipnf/iB67pLWyjTtas/dETGTu0YatlQ+c233nKGWn5vBmMrRMM8TWl8jdyaFdoEQbD2I+m2XT27fKMbRc6egh+rU+/WeQK5WwR9+h2NAB+YsQ8HX+rb2xV1v9WaV5YlbuMetxCLN3YQabGVCFsCsyBFEarGVoKL5U821OsNvfn2u26qtdEYc7MepA2jQu+8e97h1GyMuN9k4UeemE3JC2Zuyrz4CYhGc8QNPUZG+GQ/UreTut3M0iJzy9OxrUAMbluiuO72ZG0n5S/mQQ78gh6/YYdjX9QkyZb2OYGQOmhQReCW5tuCeX4Ey6Xt7Q/CNUOUYZwnkGFQ8nF2LwKsMM0YppSaAA2t1UoBYlcyhi383MLo6IQWW233EZtbouF2dJfanWSJeJLFttMcmL9tLbI8vrcIAzMsS9ELaT4hTrmuA40hCMpdx8yv2y1/bmF+YXEJcwtL045La8INOWHDtPAiMY2iLI8MKJPibIqZVbW0g6GO2TkZ5tB+NCDOlv9SBda48CtR1wDHB+1uBBA81mR0u133BjZBZCbjK1/5il599Teamppyv+cyMzO1O8BotVw7XnjhBWc3wQJCuyENaz9kw9BnkOsnl8GxBqX0fh6BXYqACUv59uVtXOgv/uIv9MQTT+jjjz92gsVisGazHJZsLgzLU6mbm+/K3CAHiAGyxOD6/e9/X2Ojo+Vu8z17CcZVsDAiWZnD4Ds/CzMYF++7BxCAMFht6n6vZXrarTodG5tQmrZ1+PAR/fmf/5ddiwIrbCGMEXZ3v3XLkYs11jQSu6+e+8nFayBVdPz1nkPApjKZgr169aoOHjzsCAVBSZKOw4O3cqniL+8hupVAUTb2EepGuRg1cRAeYSbEaBRW/zvVh3w4SGPXGEf4vP/8+XNOM2k0Gi6MvKyMO+Xrl7LfCSEfvmsRQEiYrmUFKR/P/fM//7Pm5mbc2gqGMQinDW+Ykr1XDs2AoQaOa46qcRNyWUEE66gYbaLdzPJwvPP2W3rj9bMuByMswiGZYZzXQIZBycfZlQjYmxjBGR0d1S9+8QsdOnRIf/zHf6KRkVHX5jxnpoS3PgQynFCtD6xyRqaaBtJC64A4IDfIAmfCbxoJ9RrW0VY3ZAtDlyfpPvzwQ/393/+9rly94ha34UdZ5E9Zwzg/CzMMSj7OrkQAIan3Pt1HfefN/nd/93diOPPFL37RGVHZfAc1HwGMmNPdVMebfqWgQgpoH+4blnZ7yahJ+aaJYLPBUV+EfRgigTwgB/K+deuWfve73+mll17S1SuXXR4QFflTzlquP9wbUddCy4ftagQQBgSKNz7C1Ww2XXt//OMf69e//rWOHDniNJPyzY/+YT/EvXmwZOlKAqFOlPdnf/Znevrpp139IAw+wHvxxRed8BNOnSEO6j0MgRDP0ly6dMmtbSEf2gwJQUamoazVuv6y+KGLMv4q26W5X+NyMdZmprUK9WEege2IAMKAwHJGiLB78ObnGtsIX9AShqA5t4qMbLxt5ebI1fQIMaR2+vRpffazn10SejQGhlg4CAWBX6pXNYNVro2YrM0Qh0tfZC6vhKX0cez8qAOOuBy24GxQ1vESq1ZUF9iqvC1/jxMw3c9urWPMNagw7+cR2E4I8EqkS9PXWVrOy5Sl3+53ZUMEle9ehjcobqRtpYCuTMlQAg2Iz/qPHz+u+fl5vfzyy64uDLVIA8nh7Lwyh8F31hYrE7kuSaiUc5a28+1dyR8QK794x8ZFLLkv84SIqm5ZA6n4ouqQMWv7+XFf0vDBTn/iShJ/6RHYBQgsLwGvNsYEruq3lddoB3xN++qrr+p73/ueXnnlFV24cGFpOFUtez1aSDUd16uRj8m55Y3Gg41kkItPnDixwh/1hekdxlxkgKoEgFybarMigb/xCHgENhUBBJvvb5hWZsn5D3/4Q6eBsIK035mQ9/vf7T2yTt6QCQoFhldmqvrLi9kRqd9BGMyLo+JwTYM8efSj5O89AluDAEKKGeH3v/+9fvCDH4jdxc6dO+cEeGtKXJkr5dsMDwRi99iH+l3wta99beWgpjffXLVO97NOfyb+3iPgEdg8BHhhI7j20ma9BnaReyWHlIPywNAFIuPMvY1Gqi2NbbxT9SQy/hZGQ+71OLBaH3/tEdhLCCB/OH5+YW5uzgkv9yaPW42FybsRGCSCG0RgAwkEsmDcQ4U9cWz14/L5ewRWImDGTYgEoUUG7VgZc+vujCwody3iWnUp+1qJtq7aPmePgEcA4uAFjgbA8GF8fHxp4denhc5qfBCbmvJpVcyX6xHwCKxEwLR+1nzcd999bhjDrIwNLVbGvjd3EMggrhg4hLk3VfKleAQ8AoMQgECYxGA9CLOhMzMzbghjw4pBabbaDwIxYquWFdt4q+rprz0CHoFPD4EqUUAerERlKDNIgO9VLVfVQKiYdx4Bj8D2QsDIAjJBRj/N4QvIQCAc/S6usl1/oL/3CHgE7j0CyCRTpxhScYwSjFDufW3KEgeRByGxVfLTqpgv1yPgEViJAAQCYdiCMq4/7Rf9agTy/wGlQRRD2yVdvgAAAABJRU5ErkJggg==)
A typical lesson video as seen by students. Quizzes are embedded to test students' understanding. | 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)
When back in class, students have to work in groups to problem solve. |